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AI Business Ecosystem - Coggle Diagram
AI Business Ecosystem
- Horizontal Apps (Cross-Industry)
AI Assistants & Chatbots
What: General Q&A, scheduling, research
Models: Consumer subscriptions, enterprise seats
AI Search & Knowledge
What: Enterprise search over internal docs, AI-powered Google alternatives
Models: Per-user/month, API calls
AI Writing & Content
What: Marketing copy, emails, reports, blog posts
Models: Credits system, team subscriptions
AI Image Generation
What: Art, product photos, design mockups
Models: Subscription tiers, per-image API
AI Video Generation
What: Marketing videos, avatars, synthetic media
Models: Per-minute rendering, enterprise licenses
AI Audio & Voice
What: Voice cloning, podcasts, music, sound effects
Models: Per-minute, licensing for commercial use
AI Code Assistants
What: Autocomplete, bug fixing, code review
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AI Design Tools
What: UI/UX, presentations, social media graphics
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AI Meeting Assistants
What: Transcription, summaries, action items
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AI Analytics & BI
What: Natural language to SQL, automated dashboards
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AI Customer Support
What: Ticket resolution, chat, voice agents
Models: Per-resolution, per-conversation
AI Sales Automation
What: Lead scoring, outreach writing, call analysis
Models: Per-seat, performance-based
AI Marketing Automation
What: Ad creative generation, campaign optimization
Models: % of ad spend, flat SaaS
AI HR & Recruiting
What: Resume screening, interview bots, candidate matching
Models: Per-hire, per-recruiter seat
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AI Finance & Accounting
What: Bookkeeping, expense categorization, forecasting
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AI Cybersecurity
What: Threat detection, anomaly identification, pentesting
Models: Per-endpoint, incident-response retainers
- Vertical Apps (Industry-Specific)
Healthcare AI
What: Diagnosis imaging, drug discovery, clinical notes
Models: Per-scan, per-patient, SaaS to hospitals
Pharma / Bio AI
What: Protein folding, molecule generation, trial design
Models: Milestone payments, licensing deals
Fintech AI
What: Credit scoring, fraud detection, algorithmic trading
Models: Transaction fees, basis points on AUM
Insurance AI
What: Claims automation, risk assessment, underwriting
Models: Per-policy, % of premiums
Legal Tech AI
What: Case prediction, e-discovery, contract generation
Models: Per-matter, firm-wide licenses
EdTech AI
What: Personalized tutoring, essay grading, curriculum design
Models: Per-student/year, institutional licenses
Manufacturing AI
What: Predictive maintenance, quality inspection, supply chain
Models: Per-factory, outcome-based (downtime reduction)
Agriculture AI
What: Crop monitoring, yield prediction, pest detection
Models: Per-acre, drone + software bundles
Retail AI
What: Demand forecasting, visual search, dynamic pricing
Models: % of GMV, per-store fees
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Transportation AI
What: Route optimization, autonomous vehicle stacks, fleet mgmt
Models: Per-vehicle/month, licensing
Energy AI
What: Grid optimization, renewable forecasting, consumption prediction
Models: Per-MWh optimized, utility contracts
Construction AI
What: Project scheduling, safety monitoring, blueprint reading
Models: Per-project, hardware + software
Gaming AI
What: NPC behavior, procedural content, anti-cheat
Models: Per-title licensing, revenue share
Media & Entertainment AI
What: Scriptwriting, dubbing, VFX automation, personalization
Models: Per-project, streaming platform deals
Sports AI
What: Performance analytics, injury prediction, fan engagement
Models: Team subscriptions, broadcast integration
Space AI
What: Satellite image analysis, debris tracking, mission planning
Models: Government contracts, per-image
- Tools & Infrastructure Software
MLOps / LLMOps Platforms
What: Model training pipelines, versioning, deployment
Models: Per-compute-hour, per-model
Vector Databases
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Models: Per-GB stored, query volume
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Prompt Management Tools
What: Prompt versioning, A/B testing, optimization
Models: Per-seat, per-API-call
Fine-Tuning Services
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Models: Per-job, managed service retainers
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Neurotechnology / BCI
What: Brain-computer interfaces, neural implants
Models: Medical device sales, research partnerships
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Quantum + AI
What: Quantum machine learning, optimization
Models: Research contracts, cloud access
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Digital Humans / Avatars
What: Realistic AI personas for service, entertainment, companionship
Models: Licensing, per-interaction
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Data Collection at Scale
What: Web scraping, human annotation, survey platforms
Models: Per-record pricing, monthly data feeds
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Data Marketplaces
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Models: Transaction fees, subscription access
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Data Curation & Cleaning
What: Deduplication, quality scoring, bias detection
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- Agents & Autonomous Systems
General AI Agents
What: Autonomous task completion (research, booking, emails)
Models: Task-based pricing, subscriptions
Coding Agents
What: Full app building, bug fixing, PR creation
Models: Per-task, outcome-based
Research Agents
What: Literature review, hypothesis generation, experiment design
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Robotics & Physical AI
What: Warehouse robots, surgical robots, home assistants
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Autonomous Vehicles
What: Self-driving cars, trucks, delivery drones
Models: Per-mile, fleet operator model
Drone AI Services
What: Surveying, inspection, agriculture, delivery
Models: Per-flight, subscription fleet mgmt
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AI Strategy Consulting
What: Roadmapping, use case identification
Models: Day rates, project fees
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Custom AI Development
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Models: Development contracts, maintenance
AI Training & Upskilling
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Models: Per-employee, certification programs
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Multimodal Models
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Models: API access, per-generation pricing
Code Models
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Models: Per-seat SaaS, IDE plugin subscriptions
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Open Source Model Hubs
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Models: Managed inference, enterprise support, security scans
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- Governance, Safety & Ethics
AI Auditing & Compliance
What: Bias audits, regulatory compliance (EU AI Act)
Models: Per-audit, ongoing compliance retainers
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AI Ethics Consulting
What: Responsible AI frameworks, policy design
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AI Insurance
What: Coverage for model failures, hallucination liability
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AI Legal & IP Services
What: Copyright disputes, training data licensing, patent work
Models: Legal fees, licensing negotiation %
- Foundation & Infrastructure
Compute & Cloud
What: GPU clusters, AI cloud providers, serverless inference
Models: Renting A100/H100s, inference APIs, spot instances
Edge AI Hardware
What: On-device AI chips for phones, cameras, cars, IoT
Models: Component sales, licensing
Data Centers for AI
What: Liquid cooling, high-density power, AI-optimized facilities
Models: Colocation, build-to-suit
AI Networking
What: High-bandwidth interconnects, optical switches for clusters
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AI-First Agencies
What: Marketing, design, or dev agencies where 90% is AI-assisted
Models: Project fees, retainers
AI-Powered Marketplaces
What: Job boards, dating apps, freight matching — all AI-optimized
Models: Transaction fees, subscriptions
Personalized AI Services
What: AI personal shoppers, AI travel agents, AI tutors
Models: Per-service, subscriptions
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