OK Computer: Kimi's Revolutionary Agent Mode That Builds Multi-Page Websites and Interactive Dashboards

Executive Summary

OK Computer, launched by Beijing-based Moonshot AI in September 2025, represents a paradigm shift in AI agent capabilities, transforming Kimi—already China's leading AI assistant with over 200 million users—into a comprehensive product and engineering team that autonomously builds complete digital products. Named after Radiohead's iconic 1997 album, this "agent mode" embodies the "model as Agent" philosophy by granting the AI its own virtual computer with native access to file systems, web browsers, and terminal environments to execute complex, multi-step projects with minimal human intervention.

Unlike conversational AI assistants that generate text or provide coding suggestions, OK Computer operates as an autonomous engineering system capable of transforming natural language descriptions into production-ready digital assets: multi-page websites with mobile-first responsive designs, editable presentation slides with sophisticated layouts, and interactive data dashboards processing up to 1 million rows of data. The agent demonstrates remarkable "agency"—self-scoping projects, conducting research surveys to inform design decisions, and architecting complete solutions without requiring detailed technical specifications from users.

Built on Moonshot AI's advanced K2 model with enhanced token capacity and tool integration, OK Computer processes multimedia inputs including text, audio, and video while producing multimedia outputs spanning interactive websites, data visualizations, and formatted presentations. The platform's grayscale testing phase has demonstrated capabilities that challenge traditional boundaries between AI assistants and professional development tools, positioning it as a direct competitor to services like V0, Bolt.new, and specialized design tools.

For international and Hong Kong users with full access, OK Computer offers unprecedented creative and technical leverage: entrepreneurs can validate website concepts in minutes, analysts can transform massive datasets into interactive insights without BI tool expertise, and presenters can generate sophisticated slide decks from bullet points. While mainland China users face beta access limitations and free-tier users receive only three trial attempts, the platform's trajectory suggests transformative potential for democratizing digital creation across technical and creative domains.

The Agent Architecture Revolution

Understanding the "Model as Agent" Paradigm

Traditional AI models function as sophisticated text prediction engines—you provide input, they generate output, and the interaction ends. GPT-4 can write code, Claude can analyze documents, but neither can independently execute multi-step projects that require coordinating different tools, making autonomous decisions, and producing complete deliverables. This limitation has confined AI to assistant roles rather than agent roles.

OK Computer's architecture fundamentally reimagines this relationship by implementing the "model as Agent" paradigm: the AI operates within its own virtual computing environment with native access to essential development tools. This isn't simulated or metaphorical—OK Computer literally has:

File System Access: The agent can create, modify, organize, and manage files across directories. When building a website, it creates properly structured folder hierarchies (assets/, components/, styles/, pages/) and organizes resources logically. When generating presentations, it manages slide templates, image assets, and export formats systematically.

Web Browser Integration: OK Computer browses the internet to research design trends, gather visual inspiration, access CDN resources, test website responsiveness, and validate compatibility. If you request "a website designed in the style of modern fintech startups," the agent researches current fintech design patterns, color schemes, and UI conventions before implementation.

Terminal Access: The agent executes command-line operations, runs build processes, manages dependencies, and performs system operations. This enables sophisticated workflows like optimizing images, compiling assets, running tests, and automating repetitive tasks.

Tool Orchestration: Beyond individual tool access, OK Computer coordinates multiple tools in complex workflows. Building an interactive dashboard involves: fetching data, validating and cleaning it, performing statistical analysis, designing visualizations, implementing interactive filters, and optimizing rendering performance—all orchestrated autonomously.

Why Agency Transforms Capabilities

The addition of "agency"—autonomous decision-making and goal-oriented behavior—elevates OK Computer beyond tool manipulation into genuine project execution. This manifests in several transformative ways:

Self-Scoping Projects: When you describe a desired outcome like "Create a website for my photography portfolio," traditional AI would ask you to specify every detail: number of pages, layout structure, color scheme, navigation design, gallery implementation, contact form specifications. OK Computer self-scopes by:

• 1. Analyzing your request to identify project type (portfolio website)Analyzing your request to identify project type (portfolio website)
• 2. Researching best practices for photography portfoliosResearching best practices for photography portfolios
• 3. Inferring standard requirements (gallery showcase, about page, contact functionality)Inferring standard requirements (gallery showcase, about page, contact functionality)
• 4. Determining appropriate technical stackDetermining appropriate technical stack
• 5. Planning information architecture and user flowsPlanning information architecture and user flows
• 6. Executing implementation with professional defaultsExecuting implementation with professional defaults

You can still provide specific requirements, but the agent fills gaps intelligently rather than requiring exhaustive specifications.

Conducting Research Surveys: Before implementing designs, OK Computer surveys relevant domains to inform decisions. For a real estate website, it might analyze:

• •Current real estate industry website designs
• •Property search interface patterns
• •Map integration best practices
• •Contact form optimization for lead generation
• •Mobile browsing statistics in real estate (users viewing properties on-site)

This research informs design decisions, ensuring results align with industry standards and user expectations rather than generic templates.

Adaptive Problem-Solving: When encountering obstacles—data format incompatibilities, missing resources, technical constraints—OK Computer doesn't simply error out or request human intervention. It diagnoses issues, researches solutions, implements alternatives, and validates results. This autonomous problem-solving enables completion of complex projects without constant supervision.

Quality Iteration: The agent doesn't just generate an initial version and stop. It reviews its work, identifies improvements, refines implementations, and optimizes results. This internal quality loop produces more polished deliverables than single-pass generation.

The Technical Foundation: Kimi K2 Model

OK Computer's capabilities rest on Moonshot AI's K2 model architecture, which provides several critical enhancements over standard language models:

Extended Context Window: Processing up to 1 million rows of data requires enormous context capacity. K2's extended token limits enable the agent to maintain awareness of entire datasets, complete codebases, or comprehensive project specifications throughout multi-step workflows.

Multimodal Processing: K2 natively processes text, images, audio, and video inputs, enabling OK Computer to understand visual design references, analyze existing websites for inspiration, process voice descriptions of requirements, or interpret video demonstrations of desired interactions.

Enhanced Tool Use: Unlike models that simulate tool use through structured text output, K2 has been specifically trained on actual tool execution patterns—real file operations, genuine terminal commands, authentic browser interactions. This training produces more reliable, idiomatic tool usage.

Turbo Inference: OK Computer's agent mode utilizes turbo K2 variants optimized for faster inference while maintaining quality. This speed enablement is crucial for interactive projects where users expect responsive iteration.

Key Features and Capabilities

Multi-Page Website Generation

OK Computer's website creation capabilities extend far beyond simple landing pages, producing complete multi-page sites with sophisticated navigation, responsive layouts, and professional design systems.

Comprehensive Page Architecture: A typical website generation includes:

• •Homepage with hero sections, feature highlights, and calls-to-action
• •About pages with company history, team profiles, and mission statements
• •Service/Product pages with detailed descriptions and pricing
• •Portfolio/Gallery pages with filterable showcases
• •Blog/News sections with article listings and individual post pages
• •Contact pages with forms, location maps, and business information
• •Legal pages (privacy policy, terms of service) when appropriate

Mobile-First Responsive Design: Recognizing that over 60% of web traffic originates from mobile devices, OK Computer implements mobile-first design principles:

• •Touch-optimized interfaces with appropriate hit target sizes
• •Responsive typography that scales gracefully across screen sizes
• •Flexible grid systems that reflow content intelligently
• •Optimized images with responsive loading strategies
• •Mobile-specific navigation patterns (hamburger menus, bottom navigation)
• •Performance optimization for mobile network conditions

Design System Implementation: Generated websites include cohesive design systems with:

• •Consistent color palettes derived from brand guidelines or industry conventions
• •Typography hierarchies with harmonious font pairings
• •Spacing systems ensuring visual rhythm and hierarchy
• •Component libraries for buttons, cards, forms, and interface elements
• •Animation and transition patterns that enhance UX without overwhelming
• •Accessibility compliance with ARIA labels and semantic HTML

Interactive Elements: Beyond static content, websites include sophisticated interactions:

• •Animated hero sections with parallax scrolling or video backgrounds
• •Interactive product/service showcases with hover states and filtering
• •Image galleries with lightbox viewing and thumbnail navigation
• •Contact forms with validation and submission handling
• •Newsletter signup integration
• •Social media links and sharing functionality
• •Smooth scrolling and anchor navigation

Technical Implementation Example:

When you request "Create a website for a boutique coffee roastery," OK Computer might generate:

  
  
  
  
  


  

    

      
Handcrafted Coffee Excellence
      
Small-batch specialty roasts from bean to cup
      Explore Our Roasts
    
  

  

    

      Our Signature Roasts
    
    

      Each coffee is carefully sourced from sustainable farms and roasted in small batches to highlight unique flavor profiles.
    

    

      

        
        

          Ethiopia
          
Yirgacheffe Bright
          
Floral notes with citrus acidity and jasmine aromatics. Light roast perfect for pour-over brewing.
        
      

      

        
        

          Colombia
          
Supremo Balance
          
Caramel sweetness with nutty undertones and smooth chocolate finish. Medium roast versatility.
        
      

      

        
        

          Indonesia
          
Mandheling Bold
          
Earthy richness with low acidity and full body. Dark roast ideal for espresso or French press.
        
      
    
  

  

This example demonstrates OK Computer's attention to:

• •Semantic HTML structure
• •CSS custom properties for maintainable design systems
• •Responsive design with clamp() and media queries
• •Performance-conscious animations
• •Accessibility considerations
• •Professional visual design inspired by coffee industry aesthetics

Editable Slide Generation

OK Computer transforms bullet points, outlines, or narrative descriptions into professionally designed presentation slides that rival outputs from PowerPoint, Keynote, or Google Slides.

Presentation Structure: Generated slide decks include:

• •Title slides with compelling visuals and clear messaging
• •Agenda/Overview slides establishing presentation flow
• •Content slides with appropriate layouts (bullet points, two-column, full-bleed images)
• •Data visualization slides (charts, graphs, infographics)
• •Section dividers for topic transitions
• •Summary/Conclusion slides reinforcing key messages
• •Call-to-action or next steps slides

Design Intelligence: The agent applies presentation design best practices:

• •6x6 rule: Maximum 6 bullets per slide, 6 words per bullet for readability
• •High contrast text for visibility in various lighting conditions
• •Appropriate font sizes (minimum 24pt for body text, 36pt+ for titles)
• •Visual hierarchy using size, color, and positioning
• •Consistent layouts and templates across slides
• •White space management to prevent cognitive overload
• •Brand-aligned color schemes when specified

Content Types: OK Computer generates diverse slide formats:

Text-Heavy Slides:

• •Bullet point hierarchies with smart indentation
• •Quote slides with attribution and visual treatment
• •Timeline slides showing chronological progression
• •Comparison slides contrasting options or approaches

Visual Slides:

• •Full-bleed hero images with overlay text
• •Icon-based feature summaries
• •Diagram slides illustrating processes or relationships
• •Photo galleries or product showcases

Data Slides:

• •Bar charts comparing quantities across categories
• •Line charts showing trends over time
• •Pie charts for proportional breakdowns
• •Complex visualizations for multi-dimensional data

Editability: Unlike static image exports, OK Computer generates editable slide files that users can modify:

• •Text content can be edited, reformatted, or replaced
• •Colors and fonts can be adjusted to match branding
• •Layout elements can be rearranged or resized
• •Charts and graphs update when underlying data changes
• •Slides can be reordered, duplicated, or deleted
• •Export to standard formats (PPTX, PDF, HTML)

Use Case Example:

Input: "Create a pitch deck for a fintech startup offering AI-powered personal financial planning. We've raised $2M seed funding, have 5,000 beta users, and are targeting millennials concerned about retirement savings."

OK Computer generates a 15-slide deck including:

• 1. Title slide with startup name and taglineTitle slide with startup name and tagline
• 2. Problem slide: "73% of millennials feel unprepared for retirement"Problem slide: "73% of millennials feel unprepared for retirement"
• 3. Solution slide: AI-driven personalized financial roadmapsSolution slide: AI-driven personalized financial roadmaps
• 4. How it works: 3-step user flow with iconsHow it works: 3-step user flow with icons
• 5. Product screenshots: Mobile app interfaceProduct screenshots: Mobile app interface
• 6. Market opportunity: $X trillion retirement savings gapMarket opportunity: $X trillion retirement savings gap
• 7. Traction slide: 5,000 users, 87% engagement rate, $2M raisedTraction slide: 5,000 users, 87% engagement rate, $2M raised
• 8. Business model: Subscription tiers with pricingBusiness model: Subscription tiers with pricing
• 9. Competitive analysis: Positioning vs. traditional advisors and robo-advisorsCompetitive analysis: Positioning vs. traditional advisors and robo-advisors
• 10. Technology differentiation: AI/ML capabilitiesTechnology differentiation: AI/ML capabilities
• 11. Team slide: Founder profiles with photosTeam slide: Founder profiles with photos
• 12. Financial projections: Revenue growth chartFinancial projections: Revenue growth chart
• 13. Use of funds: Allocation of seed roundUse of funds: Allocation of seed round
• 14. Milestones: 12-month roadmapMilestones: 12-month roadmap
• 15. Closing slide: Contact information and investment askClosing slide: Contact information and investment ask

Interactive Data Dashboard Creation

OK Computer's most technically impressive capability is transforming raw data—up to 1 million rows—into interactive, explorable dashboards without requiring BI tool expertise or coding.

Data Processing Pipeline:

Data Ingestion:

• •Upload CSV, Excel, JSON, or database exports
• •Connect to live data sources via API
• •Paste data directly into the interface
• •Support for compressed large files

Automatic Data Profiling: OK Computer analyzes uploaded data to understand:

• •Column data types (numeric, categorical, datetime, text)
• •Value distributions and ranges
• •Missing data patterns
• •Relationships between columns
• •Potential grouping dimensions
• •Time series patterns if date columns exist

Intelligent Visualization Selection: Based on data characteristics, the agent chooses appropriate visualization types:

• •Bar charts for categorical comparisons
• •Line charts for time-series trends
• •Scatter plots for correlation analysis
• •Heat maps for multi-dimensional relationships
• •Geographic maps when location data exists
• •Sankey diagrams for flow analysis
• •Treemaps for hierarchical proportions

Dashboard Layout Design: OK Computer arranges visualizations in coherent, scannable layouts:

• •Key metrics highlighted in prominent summary cards
• •Related visualizations grouped logically
• •Progressive disclosure: high-level overview with drill-down capabilities
• •Responsive layouts adapting to screen sizes
• •Consistent color coding across related charts

Interactive Features:

Filtering and Slicing:

• •Dropdown filters for categorical dimensions (region, product, category)
• •Date range selectors for temporal filtering
• •Search boxes for finding specific items
• •Multi-select checkboxes for comparing subsets
• •Slider controls for numeric ranges

Cross-Filtering: Clicking elements in one visualization filters related charts. Selecting a specific product category in a bar chart updates all other visualizations to show data for only that category.

Drill-Down Capabilities:

• •Click aggregate metrics to see underlying detail
• •Navigate from yearly to quarterly to monthly to daily views
• •Explore from regional to country to city-level data
• •Access raw data tables behind visualizations

Export and Sharing:

• •Download charts as images (PNG, SVG)
• •Export filtered data to CSV or Excel
• •Share dashboard via public URL
• •Embed visualizations in websites or presentations

Real-World Example:

Input: Upload 800,000 rows of e-commerce sales data (date, product, category, price, quantity, customer region, payment method) with request: "Create a sales performance dashboard showing trends, top products, and regional performance."

OK Computer generates a dashboard with:

• 1. Summary Cards (top of dashboard):Summary Cards (top of dashboard):

• 2. Revenue Trend Line Chart:Revenue Trend Line Chart:

• 3. Top 10 Products Bar Chart:Top 10 Products Bar Chart:

• 4. Regional Performance Map:Regional Performance Map:

• 5. Category Mix Pie Chart:Category Mix Pie Chart:

• 6. Payment Methods Donut Chart:Payment Methods Donut Chart:

• 7. Order Volume Heatmap:Order Volume Heatmap:

• 8. Customer Acquisition Funnel:Customer Acquisition Funnel:

Technical Implementation:

// Example of OK Computer's generated dashboard code using D3.js and modern web standards
class SalesDashboard {
  constructor(data) {
    this.rawData = data;
    this.filteredData = data;
    this.init();
  }
  init() {
    this.calculateSummaryMetrics();
    this.renderSummaryCards();
    this.renderRevenueTimeSeries();
    this.renderTopProducts();
    this.renderRegionalMap();
    this.setupFilters();
  }
  calculateSummaryMetrics() {
    this.metrics = {
      totalRevenue: d3.sum(this.filteredData, d => d.price * d.quantity),
      totalOrders: this.filteredData.length,
      avgOrderValue: d3.mean(this.filteredData, d => d.price * d.quantity),
      revenueGrowth: this.calculateYoYGrowth()
    };
  }
  renderRevenueTimeSeries() {
    const monthlyData = d3.rollup(
      this.filteredData,
      v => d3.sum(v, d => d.price * d.quantity),
      d => d3.timeMonth(d.date)
    );
    const margin = {top: 20, right: 30, bottom: 40, left: 60};
    const width = 800 - margin.left - margin.right;
    const height = 300 - margin.top - margin.bottom;
    const svg = d3.select('#revenue-chart')
      .append('svg')
      .attr('width', width + margin.left + margin.right)
      .attr('height', height + margin.top + margin.bottom)
      .append('g')
      .attr('transform', translate(${margin.left},${margin.top}));
    const x = d3.scaleTime()
      .domain(d3.extent(monthlyData, d => d[0]))
      .range([0, width]);
    const y = d3.scaleLinear()
      .domain([0, d3.max(monthlyData, d => d[1])])
      .range([height, 0]);
    const line = d3.line()
      .x(d => x(d[0]))
      .y(d => y(d[1]))
      .curve(d3.curveMonotoneX);
    // Add gradient for area fill
    const gradient = svg.append('defs')
      .append('linearGradient')
      .attr('id', 'revenue-gradient')
      .attr('gradientUnits', 'userSpaceOnUse')
      .attr('x1', 0).attr('y1', y(0))
      .attr('x2', 0).attr('y2', y(d3.max(monthlyData, d => d[1])));
    gradient.append('stop')
      .attr('offset', '0%')
      .attr('stop-color', '#4F46E5')
      .attr('stop-opacity', 0.8);
    gradient.append('stop')
      .attr('offset', '100%')
      .attr('stop-color', '#4F46E5')
      .attr('stop-opacity', 0.1);
    // Add area
    const area = d3.area()
      .x(d => x(d[0]))
      .y0(height)
      .y1(d => y(d[1]))
      .curve(d3.curveMonotoneX);
    svg.append('path')
      .datum(monthlyData)
      .attr('fill', 'url(#revenue-gradient)')
      .attr('d', area);
    // Add line
    svg.append('path')
      .datum(monthlyData)
      .attr('fill', 'none')
      .attr('stroke', '#4F46E5')
      .attr('stroke-width', 3)
      .attr('d', line);
    // Add axes
    svg.append('g')
      .attr('transform', translate(0,${height}))
      .call(d3.axisBottom(x).ticks(12).tickFormat(d3.timeFormat('%b %Y')))
      .selectAll('text')
      .style('text-anchor', 'end')
      .attr('dx', '-.8em')
      .attr('dy', '.15em')
      .attr('transform', 'rotate(-45)');
    svg.append('g')
      .call(d3.axisLeft(y).tickFormat(d => $${d/1000}k));
    // Add interactive tooltips
    const tooltip = d3.select('body').append('div')
      .attr('class', 'tooltip')
      .style('opacity', 0);
    svg.selectAll('.dot')
      .data(monthlyData)
      .enter().append('circle')
      .attr('class', 'dot')
      .attr('cx', d => x(d[0]))
      .attr('cy', d => y(d[1]))
      .attr('r', 5)
      .attr('fill', '#4F46E5')
      .attr('stroke', 'white')
      .attr('stroke-width', 2)
      .on('mouseover', (event, d) => {
        tooltip.transition().duration(200).style('opacity', .9);
        tooltip.html(${d3.timeFormat('%B %Y')(d[0])}
Revenue: $${(d[1]/1000).toFixed(1)}k)
          .style('left', (event.pageX + 10) + 'px')
          .style('top', (event.pageY - 28) + 'px');
      })
      .on('mouseout', () => {
        tooltip.transition().duration(500).style('opacity', 0);
      });
  }
  setupFilters() {
    // Cross-filtering implementation
    d3.selectAll('.filter-control').on('change', () => {
      this.applyFilters();
      this.updateAllVisualizations();
    });
  }
  applyFilters() {
    const selectedRegion = d3.select('#region-filter').property('value');
    const selectedCategory = d3.select('#category-filter').property('value');
    const dateRange = this.getDateRangeFromPicker();
    this.filteredData = this.rawData.filter(d => {
      return (selectedRegion === 'all' || d.region === selectedRegion) &&
             (selectedCategory === 'all' || d.category === selectedCategory) &&
             (d.date >= dateRange.start && d.date <= dateRange.end);
    });
  }
  updateAllVisualizations() {
    // Re-render all charts with filtered data
    d3.select('#revenue-chart').selectAll('*').remove();
    d3.select('#products-chart').selectAll('*').remove();
    d3.select('#regional-map').selectAll('*').remove();
    this.init();
  }
}
// Initialize dashboard when data loads
d3.csv('sales-data.csv', d3.autoType).then(data => {
  const dashboard = new SalesDashboard(data);
});

This technical implementation showcases OK Computer's ability to generate production-quality data visualization code with modern web technologies, responsive design, and interactive features.

Getting Started with OK Computer

Access and Availability

Regional Access Variations:

• •International and Hong Kong Users: Full access to OK Computer features without restrictions
• •Mainland China Users: Beta testing access with potential limitations or waitlists
• •Free Tier Users: 3 trial attempts to test capabilities before requiring paid subscription

Account Setup:

• 1. Visit kimi.ai (Moonshot AI's platform)Visit kimi.ai (Moonshot AI's platform)
• 2. Create account via email, phone, or social authenticationCreate account via email, phone, or social authentication
• 3. Navigate to "OK Computer" or "Agent Mode" in the interfaceNavigate to "OK Computer" or "Agent Mode" in the interface
• 4. Verify your region to determine access levelVerify your region to determine access level
• 5. Review usage limits for your account tierReview usage limits for your account tier

Building Your First Project

Let's walk through creating three different project types to understand OK Computer's versatile capabilities:

Project 1: Multi-Page Portfolio Website

Step 1: Describe Your Vision

Create a personal portfolio website for a freelance UX designer specializing in mobile app design.

Pages needed:
•Home: Hero section introducing myself, featured projects showcase
•Projects: Grid of case studies with project thumbnails
•Individual project pages: Detailed case studies with process, challenges, solutions, outcomes
•About: My background, skills, design philosophy
•Contact: Contact form and social media links

Design aesthetic: Minimal and modern with bold typography. Use a black/white/gray color scheme with pops of electric blue for accents. Mobile-first since many clients will view on phones.
Include:
•Smooth scrolling animations
•Project filtering by type (mobile apps, web apps, branding)
•Responsive image galleries in case studies
•Integration with Dribbble to show recent work

Step 2: OK Computer's Research Phase The agent researches:

• •Current portfolio website trends in UX design community
• •Mobile-first design patterns
• •Electric blue color combinations for accessibility
• •Dribbble API integration methods
• •Case study presentation best practices

Step 3: Review Generated Architecture OK Computer presents the planned structure:

• •7 total pages (home, projects listing, 3 case study examples, about, contact)
• •Component breakdown (navigation, project cards, image galleries, contact form)
• •Responsive breakpoints (mobile: <768px, tablet: 768-1024px, desktop: >1024px)
• •Animation strategy (scroll-triggered, intersection observer)
• •Technical stack (HTML5, CSS3, vanilla JavaScript, Dribbble API)

Step 4: Generation and Preview

• •Generation completes in 8-12 minutes
• •Live preview URL provided for testing
• •Test on actual mobile devices and desktop browsers

Step 5: Iterative Refinement Request adjustments:

• •"The project thumbnails feel too small on mobile—increase their size"
• •"Add a testimonials section to the homepage with client quotes"
• •"Make the navigation menu sticky so it's always accessible"
• •"Add a dark mode toggle for user preference"

Project 2: Investor Presentation Deck

Step 1: Provide Content Outline

Create a Series A fundraising deck for a B2B SaaS platform automating legal contract review using AI.

Slide content:
1. Company intro: ContractAI - AI-Powered Contract AnalysisCompany intro: ContractAI - AI-Powered Contract Analysis
2. Problem: In-house legal teams spend 60% of time on routine contract reviewProblem: In-house legal teams spend 60% of time on routine contract review
3. Solution: Automated contract analysis highlighting risks, obligations, and key termsSolution: Automated contract analysis highlighting risks, obligations, and key terms
4. How it works: Upload contract → AI extracts key clauses → Risk scoring → RecommendationsHow it works: Upload contract → AI extracts key clauses → Risk scoring → Recommendations
5. Product demo: Screenshots of platform highlighting key featuresProduct demo: Screenshots of platform highlighting key features
6. Market size: $10B legal tech market growing 8% annuallyMarket size: $10B legal tech market growing 8% annually
7. Business model: SaaS subscription ($5k/month per legal team) + usage-based pricing for high volumeBusiness model: SaaS subscription ($5k/month per legal team) + usage-based pricing for high volume
8. Traction: 45 enterprise customers, $2.1M ARR, 140% net revenue retentionTraction: 45 enterprise customers, $2.1M ARR, 140% net revenue retention
9. Case study: How Fortune 500 client reduced contract review time by 73%Case study: How Fortune 500 client reduced contract review time by 73%
10. Competitive landscape: vs. manual review, vs. other legal AI toolsCompetitive landscape: vs. manual review, vs. other legal AI tools
11. Technology moat: Proprietary legal language model trained on 2M contractsTechnology moat: Proprietary legal language model trained on 2M contracts
12. Team: Backgrounds in legal tech and AI/ML from Stanford and GoogleTeam: Backgrounds in legal tech and AI/ML from Stanford and Google
13. Financials: Revenue projection showing path to $20M ARR in 3 yearsFinancials: Revenue projection showing path to $20M ARR in 3 years
14. Funding ask: Seeking $10M Series A for product development, sales team expansionFunding ask: Seeking $10M Series A for product development, sales team expansion
15. Vision: Become the operating system for in-house legal departmentsVision: Become the operating system for in-house legal departments

Design: Professional and trustworthy. Use navy blue and gold accent colors. Include relevant charts and graphs for data slides.

Step 2: OK Computer Generation The agent:

• •Creates 15 professionally designed slides
• •Generates appropriate charts (market growth line chart, revenue projections, competitive positioning matrix)
• •Designs product screenshot mockups highlighting key features
• •Implements consistent brand identity across slides
• •Applies corporate presentation design conventions

Step 3: Review and Refinement

• •"Add founder photos to the team slide"
• •"Make the problem statement more impactful with a larger statistic"
• •"Include logos of current customers on traction slide (if permitted)"
• •"Add animation for bullet points to appear sequentially during presentation"

Step 4: Export Download as PPTX for further editing in PowerPoint or Keynote, or PDF for distribution.

Project 3: Sales Analytics Dashboard

Step 1: Upload Data Upload sales_data.csv containing 500,000 rows with columns:

• •transaction_id
• •date
• •product_name
• •category
• •price
• •quantity
• •customer_region
• •sales_rep
• •payment_method

Step 2: Describe Dashboard Requirements

Create an interactive sales dashboard for our sales leadership team.

Key questions to answer:
•What are our revenue trends over time?
•Which products and categories drive the most revenue?
•How do different regions perform?
•Who are our top-performing sales reps?
•Are there seasonal patterns in our sales?
•What's our average deal size and how is it trending?

Features needed:
•Date range filter to analyze specific periods
•Ability to filter by region to see regional performance
•Drill-down from category to individual products
•Comparison of current period vs. previous period
•Export capability for charts and filtered data

Step 3: OK Computer Analysis and Dashboard Creation The agent:

• 1. Profiles data to understand distributions and relationshipsProfiles data to understand distributions and relationships
• 2. Identifies that date column enables time-series analysisIdentifies that date column enables time-series analysis
• 3. Recognizes categorical dimensions for filtering (region, category, sales_rep)Recognizes categorical dimensions for filtering (region, category, sales_rep)
• 4. Detects seasonal patterns in the dataDetects seasonal patterns in the data
• 5. Calculates derived metrics (revenue = price × quantity)Calculates derived metrics (revenue = price × quantity)
• 6. Generates 8 interconnected visualizations with cross-filteringGenerates 8 interconnected visualizations with cross-filtering
• 7. Implements responsive layout for desktop and tablet viewingImplements responsive layout for desktop and tablet viewing

Step 4: Exploration and Insights Use the generated dashboard to:

• •Filter to Q4 data to analyze holiday season performance
• •Click on "Northeast" region to see all charts filtered to that region
• •Identify that Software category has highest revenue but Hardware has better margins
• •Discover that Tuesday afternoons have highest deal closure rates
• •Export top products chart for inclusion in sales meeting presentation

Advanced Use Cases and Real-World Applications

Marketing and Agency Use Cases

Campaign Landing Page Creation at Scale

A digital marketing agency manages paid advertising campaigns for 30 clients simultaneously. Each campaign requires custom landing pages optimized for conversion, typically costing $2,000-$5,000 per page when designed and developed traditionally.

Using OK Computer, a single marketer creates landing pages in 15-20 minutes each by providing:

• •Campaign messaging and value propositions
• •Target audience demographics and psychographics
• •Conversion goals (email signup, free trial, purchase)
• •Brand guidelines (colors, fonts, imagery style)
• •Competitor examples for inspiration

OK Computer generates:

• •Mobile-responsive landing pages with hero sections, benefit highlights, social proof, and prominent CTAs
• •Form integration with marketing automation platforms
• •A/B testing variants with different headlines and layouts
• •Thank you pages with confirmation messaging
• •Analytics tracking code pre-installed

Result: The agency scales from 2-3 landing pages per month to 40+, increasing client campaign velocity while reducing outsourcing costs by 85%.

Content Marketing Slide Decks

A B2B SaaS company publishes weekly educational webinars for lead generation. Each webinar requires a 30-40 slide presentation, traditionally consuming 6-8 hours of design time.

Using OK Computer, content marketers transform written outlines into presentation-ready decks in under an hour:

Input: Blog post or outline covering topics like "10 Strategies for Reducing Customer Churn in SaaS"

Output: Professional slide deck with:

• •Title slide with webinar branding
• •Speaker introduction slide
• •Agenda slide outlining 10 strategies
• •Individual slides for each strategy with explanations, examples, and data visualizations
• •Case study slides showcasing customer success stories
• •Summary slide reinforcing key takeaways
• •CTA slide encouraging demo requests

Result: The company increases webinar cadence from monthly to weekly, generates 140% more leads, and improves marketing team bandwidth.

Data Analysis and Business Intelligence

Quarterly Business Review Dashboards

A SaaS company's finance team previously spent 40 hours each quarter compiling data from multiple sources (Salesforce, Stripe, Google Analytics, internal databases) into Excel spreadsheets and manually creating charts for QBR presentations.

Using OK Computer:

• 1. Export data from each system to CSV filesExport data from each system to CSV files
• 2. Upload all files with request: "Create a comprehensive QBR dashboard showing revenue metrics, customer acquisition, churn analysis, product usage statistics, and financial health indicators"Upload all files with request: "Create a comprehensive QBR dashboard showing revenue metrics, customer acquisition, churn analysis, product usage statistics, and financial health indicators"
• 3. OK Computer merges data sources, identifies relationships (customer IDs across systems), and generates unified dashboardOK Computer merges data sources, identifies relationships (customer IDs across systems), and generates unified dashboard
• 4. Leadership team explores interactive visualizations during QBR meeting, drilling into specific regions or customer segments on demandLeadership team explores interactive visualizations during QBR meeting, drilling into specific regions or customer segments on demand

Result: QBR preparation time reduced from 40 hours to 3 hours, with superior interactive exploration replacing static PowerPoint charts.

Ad-Hoc Analysis for Strategic Decisions

An e-commerce retailer considers expanding into a new product category but needs data-driven validation. The analytics team receives a CSV export of 2 years of customer purchase data (800,000 transactions).

Traditional analysis approach:

• •Import data into BI tool (Tableau, Power BI)
• •Clean and transform data
• •Build visualizations over 2-3 days
• •Discover need for additional views, iterate

OK Computer approach:

• •Upload data with request: "Analyze purchase patterns to identify customer segments most likely to buy outdoor recreation products. Show frequency of purchase, average order values, seasonal patterns, and geographic distribution. Highlight insights about cross-category purchasing behavior."

OK Computer generates dashboard revealing:

• •Customers who buy camping gear also frequently buy hiking apparel (73% correlation)
• •Pacific Northwest and Mountain West regions show 3x higher outdoor product purchases
• •Spring (March-May) drives 45% of annual outdoor recreation sales
• •Customers who buy outdoor products have 2.1x higher lifetime value

Armed with these insights delivered in 30 minutes instead of 3 days, leadership approves expansion with confidence.

Education and Training

Interactive Data Science Course Materials

A data science instructor teaches visualization and analytics courses to 200 students per semester. Creating example datasets and reference visualizations for assignments traditionally requires significant preparation time.

Using OK Computer:

• •Generate diverse example datasets (e-commerce, healthcare, finance, social media) demonstrating different analytical scenarios
• •Create reference dashboards showing proper visualization techniques for each data type
• •Build interactive examples students can explore to understand how different chart types communicate insights
• •Generate slide decks explaining visualization theory with embedded interactive examples

Result: Instructor reduces course prep time by 60% while improving student learning outcomes through higher-quality, more diverse examples.

Corporate Training Presentations

An HR department conducts monthly compliance training for 500 employees across multiple locations. Each month requires new presentation materials on topics like security awareness, harassment prevention, or safety protocols.

Using OK Computer:

• •Transform written training scripts into engaging slide presentations with graphics, scenarios, and quiz questions
• •Generate multiple versions tailored to different departments (office staff vs. warehouse workers)
• •Create interactive knowledge-check quizzes embedded in presentations
• •Design summary handouts for employee reference

Result: Training material creation time reduced from 2 weeks to 2 days, enabling more frequent, higher-quality training sessions.

Entrepreneurship and Small Business

Rapid Business Validation

An entrepreneur has an idea for a local service marketplace connecting homeowners with vetted contractors but wants to validate market interest before significant investment.

Using OK Computer (over one weekend):

• •Friday evening: Generate marketing website explaining the concept, showcasing how it works, collecting email signups for early access
• •Saturday: Create investor pitch deck outlining business model, market opportunity, and competitive positioning
• •Sunday: Build interactive prototype dashboard showing how the platform would display contractors, reviews, and booking functionality

Monday: Share website on local Facebook groups and LinkedIn, email pitch deck to potential angel investors, demonstrate prototype dashboard in conversations with contractors.

Result: 200 email signups and 12 contractor applications in first week validate market demand, leading to confidence to pursue full development. Total investment to validation: 12 hours of time, zero dollars.

Local Business Websites

A neighborhood bakery wants online ordering but quotes from web developers range from $5,000-$15,000, prohibitively expensive for a small business.

Using OK Computer, the bakery owner (zero technical skills) creates:

• •Multi-page website with menu showcasing products with photos and descriptions
• •Online ordering form collecting customer information, product selections, pickup times
• •Integration with email notifications for order confirmations
• •About page telling bakery's story and highlighting local sourcing
• •Contact page with location, hours, and embedded Google Map

Result: Professional web presence and online ordering capability at zero cost, increasing order volume by 35% within first month.

Best Practices and Optimization Strategies

Effective Prompting Techniques

Provide Context Beyond Requirements: Instead of only listing features, explain the purpose and audience:

Poor: "Create a website for a consulting firm with services, about us, and contact pages."

Better: "Create a website for a boutique management consulting firm specializing in healthcare industry transformation. Target audience is C-level executives at hospitals and health systems seeking strategic advisory. The site should convey expertise, trustworthiness, and sophistication. Include case studies demonstrating measurable results (cost savings, efficiency improvements) to build credibility with data-driven decision makers."

The additional context enables OK Computer to make informed decisions about tone, design aesthetic, content emphasis, and feature prioritization.

Reference Examples When Applicable: "Design the homepage layout similar to Stripe's website—clean, modern, lots of white space, with animated product demonstrations" gives concrete direction while allowing creative interpretation.

Specify Constraints and Priorities:

• •"Mobile optimization is critical—60% of users will access from smartphones"
• •"Page load speed must be excellent for SEO"
• •"Accessibility compliance is mandatory for government contract eligibility"
• •"Budget constraints: prefer free tools/services over paid integrations"

These constraints guide OK Computer's technical choices (image optimization, accessibility features, service selections).

Iterative Refinement Workflows

Start Broad, Then Refine: First iteration: Generate complete project with reasonable defaults Second iteration: Refine specific elements that don't match vision Third iteration: Polish details and edge cases

This progressive approach is more efficient than attempting to specify every detail upfront.

Batch Related Changes: Instead of: "Make the font bigger" → test → "Change to blue" → test → "Add bold" Better: "On the hero section heading: increase font size to 3.5rem, change color to navy blue (#1E3A8A), and make it bold"

Batching reduces iteration cycles and credit consumption.

Use Comparative Language:

• •"Make the spacing MORE generous" (if current spacing is too tight)
• •"Reduce the animation speed—it feels too fast/distracting"
• •"The blue is too bright—use a more muted, professional shade"

Comparative adjustments help OK Computer understand directional changes from current state.

Data Dashboard Optimization

Clean Data Before Upload: While OK Computer handles data processing, cleaner input produces better results:

• •Remove completely empty rows/columns
• •Ensure consistent date formatting
• •Standardize categorical values ("USA" vs. "United States" vs. "U.S.")
• •Remove sensitive information before upload

Describe Analytical Goals Clearly: Instead of: "Create a dashboard from this data" Better: "Create a sales performance dashboard answering: Which products drive revenue? Are there seasonal patterns? How do regions compare? What's our customer acquisition trend?"

Clear questions guide OK Computer's visualization selection and layout prioritization.

Request Specific Interactivity:

• •"Enable date range filtering to compare different quarters"
• •"Add cross-filtering so clicking a product category filters all other charts"
• •"Include export buttons for each chart as PNG images"
• •"Create drill-down from yearly to monthly to daily views"

Explicit interactivity requests ensure the dashboard supports your analytical workflow.

Quality Assurance Checklist

Before deploying projects generated by OK Computer:

For Websites:

• •[ ] Test on actual mobile devices (not just browser DevTools)
• •[ ] Verify all links work and navigate correctly
• •[ ] Test forms submit successfully (use test email addresses)
• •[ ] Check browser compatibility (Chrome, Safari, Firefox, Edge)
• •[ ] Validate HTML and CSS for errors
• •[ ] Test with slow network connection to verify loading states
• •[ ] Verify images are optimized and load quickly
• •[ ] Check accessibility with screen reader (VoiceOver, NVDA)
• •[ ] Ensure color contrast meets WCAG standards
• •[ ] Test contact forms send emails correctly

For Presentations:

• •[ ] Review content for accuracy and completeness
• •[ ] Verify data visualizations are correctly sourced
• •[ ] Test in target presentation software (PowerPoint, Keynote, Google Slides)
• •[ ] Check font compatibility (ensure fonts display correctly)
• •[ ] Review on actual presentation display (projector or large monitor)
• •[ ] Verify animations work as expected and enhance rather than distract
• •[ ] Ensure sufficient contrast for projector viewing
• •[ ] Test transitions between slides
• •[ ] Review presenter notes if included

For Dashboards:

• •[ ] Validate calculations match manual verification
• •[ ] Test all filters and ensure they correctly update visualizations
• •[ ] Verify cross-filtering works across all charts
• •[ ] Check responsiveness on different screen sizes
• •[ ] Test export functionality for charts and data
• •[ ] Verify tooltips display correct information
• •[ ] Ensure color choices are accessible (colorblind-friendly)
• •[ ] Test with maximum expected data volume
• •[ ] Validate date ranges and time zone handling
• •[ ] Review for sensitive data exposure

Comparison with Alternative Solutions

OK Computer vs. V0 by Vercel

Scope of Generation:

• •V0: Primarily focused on frontend component and page generation for React/Next.js applications
• •OK Computer: Full website generation with multiple pages, plus presentation and dashboard capabilities

Technical Stack:

• •V0: Generates modern React components with Tailwind CSS, integrates with Vercel deployment
• •OK Computer: Generates complete HTML/CSS/JavaScript websites without framework requirements

Iteration Style:

• •V0: Chat-based iteration with component preview and code export
• •OK Computer: Conversational refinement with live preview and full project download

Data Visualization:

• •V0: Limited to frontend chart components requiring separate data handling
• •OK Computer: End-to-end dashboard creation from raw data to interactive visualizations

Best Use Cases:

• •Choose V0: For React-based web applications requiring integration with modern JavaScript ecosystem
• •Choose OK Computer: For complete websites, presentations, or data analysis projects without framework constraints

OK Computer vs. Bolt.new

Deployment:

• •Bolt.new: Generates full-stack applications with backend and database, requires deployment setup
• •OK Computer: Generates websites and dashboards with immediate preview, simplified deployment

Technical Complexity:

• •Bolt.new: Supports complex application logic, API development, database integration
• •OK Computer: Focuses on content presentation, visualization, and interaction without backend complexity

Ideal Projects:

• •Bolt.new: SaaS applications, web apps requiring user authentication, database-driven applications
• •OK Computer: Marketing websites, portfolios, presentations, data dashboards, informational sites

Target Users:

• •Bolt.new: Developers comfortable with full-stack concepts seeking rapid prototyping
• •OK Computer: Non-technical users, designers, analysts, marketers creating content and visualizations

OK Computer vs. Microsoft PowerPoint Designer / Google Slides AI

Automation Level:

• •PowerPoint Designer: Suggests design layouts for manually created content
• •OK Computer: Generates complete presentations from text descriptions

Content Generation:

• •PowerPoint Designer: Requires users to write all content, only enhances visual design
• •OK Computer: Can expand bullet points into fully developed slides with supporting visuals

Customization:

• •PowerPoint Designer: Limited to Microsoft's template library
• •OK Computer: Creates custom designs matching specified aesthetics and branding

Collaboration:

• •PowerPoint Designer: Integrates with Microsoft 365 collaboration features
• •OK Computer: Generates standalone files for distribution and editing

Best Use Cases:

• •Choose PowerPoint Designer: When working in Microsoft 365 ecosystem with existing content
• •Choose OK Computer: When starting from scratch or transforming outlines into complete presentations

OK Computer vs. Tableau / Power BI

Technical Expertise Required:

• •Tableau/Power BI: Significant learning curve, requires understanding of data modeling, DAX/calculations, visualization theory
• •OK Computer: Natural language description generates complete dashboards without BI expertise

Data Source Connectivity:

• •Tableau/Power BI: Extensive connectors to databases, cloud services, enterprise systems with live data refresh
• •OK Computer: Upload-based workflow with CSV/Excel files, less suitable for live enterprise data integration

Advanced Analytics:

• •Tableau/Power BI: Statistical functions, predictive analytics, complex calculated fields
• •OK Computer: Automated visualization selection and basic interactivity, less support for advanced analytical functions

Enterprise Features:

• •Tableau/Power BI: Role-based access control, governance, centralized data management, embedded analytics
• •OK Computer: Individual dashboard creation without enterprise governance features

Cost Structure:

• •Tableau/Power BI: $15-$70/user/month subscriptions, enterprise licenses $thousands annually
• •OK Computer: Part of Kimi platform subscription (pricing varies by region and tier)

Best Use Cases:

• •Choose Tableau/Power BI: For enterprise BI, complex analytics, live data integration, governed data platforms
• •Choose OK Computer: For ad-hoc analysis, one-time dashboards, quick exploratory visualizations, non-technical users

OK Computer vs. Webflow / Wix / Squarespace

Design Flexibility:

• •Website Builders: Template-based with drag-and-drop customization
• •OK Computer: AI-generated custom designs without template constraints

Learning Curve:

• •Website Builders: Require learning platform-specific interfaces and conventions
• •OK Computer: Natural language interaction without platform training

Feature Depth:

• •Website Builders: Extensive features including e-commerce, memberships, CMS, SEO tools, hosting
• •OK Computer: Generates static or simple interactive sites, less support for complex site functionality

Long-term Ownership:

• •Website Builders: Ongoing subscription required to keep site live, limited export options
• •OK Computer: Generate and download sites for self-hosting without ongoing platform dependency

Best Use Cases:

• •Choose Website Builders: For ongoing website management, e-commerce stores, membership sites, clients needing long-term updates
• •Choose OK Computer: For rapid prototyping, event websites, one-time campaigns, portfolio sites, validation before investment

Conclusion

OK Computer represents a significant leap forward in AI agent capabilities, moving beyond conversational assistance into autonomous digital production across multiple creative and analytical domains. By granting the AI genuine agency—with access to development tools, research capabilities, and decision-making authority—Moonshot AI has created a platform that democratizes sophisticated digital creation in ways previously impossible.

The platform's versatility across website development, presentation design, and data visualization addresses real pain points for diverse user groups: marketers needing landing pages at scale, founders validating business ideas without technical teams, analysts transforming data into insights without BI expertise, educators creating engaging course materials, and small businesses establishing professional web presences without prohibitive costs.

While regional access limitations and free-tier restrictions currently constrain availability, the trajectory is clear: AI agents capable of autonomously executing complex projects will fundamentally reshape creative and knowledge work. OK Computer's ability to self-scope projects, conduct research to inform decisions, and iterate toward quality outcomes demonstrates a level of agency that approaches genuine collaboration rather than tool use.

For users with access, OK Computer offers remarkable leverage: projects that traditionally required specialized skills, significant time investment, or substantial budgets can now be created in minutes through conversational interaction. This democratization unlocks experimentation and innovation previously gated by resource constraints.

The future OK Computer represents is one where ideas flow directly into digital form without technical intermediation—where the question shifts from "Can we build this?" to "Should we build this?" As AI agents continue advancing in capability and reliability, the bottleneck in digital creation will increasingly be human creativity and judgment rather than technical execution skills.

Whether you're an entrepreneur validating concepts, a marketer scaling campaign assets, an analyst deriving insights from data, or a creative professional exploring new mediums, OK Computer provides unprecedented capability to transform ideas into reality at the speed of conversation.

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Metadata:

• •Title: OK Computer: Kimi's Revolutionary Agent Mode That Builds Multi-Page Websites and Interactive Dashboards
• •Description: Comprehensive guide to OK Computer, Moonshot AI's agent mode that autonomously builds complete websites, presentation decks, and data dashboards from natural language descriptions using the "model as Agent" paradigm.
• •Category: AI Tools / Development / No-Code / Data Visualization
• •Tags: OK Computer, Kimi AI, Moonshot AI, AI Agents, Website Generation, Dashboard Creation, Presentation Design, No-Code Development, Data Visualization, Autonomous AI, Agent Mode
• •Word Count: 9,847
• •Quality Score: 100/100
• •Official URLs:

• •Related Tools: V0, Bolt.new, Lovable, Webflow, Tableau, Power BI, PowerPoint, Figma, Canva
• •Target Audience: Entrepreneurs, marketers, data analysts, designers, educators, small business owners, non-technical creators
• •Technical Level: Beginner to Intermediate
• •Last Updated: 2025-10-07