Conflara
Business Model & Revenue Flow
Business Model Canvas + Monetization Architecture
Business Model Canvas
KP
Key Partners
Cloud providers (AWS, GCP, Azure)
GPU providers (NVIDIA, CoreWeave)
Open-source AI communities (Hugging Face, PyTorch)
Data licensing agencies
Enterprise system integrators
Security & compliance auditors (SOC2, ISO)
Academic research institutions
KA
Key Activities
Platform development & operations
Seller onboarding & enablement
TEE security infrastructure
Model quality evaluation
Testing, certification & grading (TCG)
Community building
Compliance management
KR
Key Resources
TEE infrastructure & IP
Developer community
Curated model catalog
Marketplace transaction data
Engineering team
Brand & trust reputation
VP
Value Propositions
One marketplace
for models, agents, robots, datasets, and APIs
Secure training
via TEE — data never exposed
Vendor-agnostic
— any model, any framework
Seller storefronts
— branded pages for providers
Enterprise-grade
— SLA, compliance, SSO
Evaluation tools
— benchmark before buying
CONFLARA Certified
— independent testing & grading for models, agents, robots, datasets, and APIs
Agent composition
— build multi-model pipelines
CR
Customer Relationships
Self-service marketplace
API-first developer experience
Dedicated enterprise support
Community forums & Discord
Partner co-selling
Automated recommendations
CH
Channels
Direct sales (enterprise)
Developer marketing & docs
Strategic partnerships
Cloud marketplace co-listing
Content & conference presence
Open-source contributions
CS
Customer Segments
Enterprise AI teams
— Fortune 500 deploying AI at scale
AI startups
— building on top of models
Data providers
— monetizing proprietary datasets
Researchers
— accessing models for experiments
AI asset sellers
— distributing models, agents, robots, datasets, and APIs
Government & regulated industries
C$
Cost Structure
Cloud & GPU compute
— $$$
Engineering team
— $$$$$
Go-to-market / Sales
— $$
Compliance & security audits
— $
Customer support
— $$
R&D (TEE, inference optimization)
— $$$
Data center / connectivity
— $$
Legal & operations
— $
R$
Revenue Streams
Marketplace commissions
— 10-25% per transaction
SaaS subscriptions
— monthly platform access tiers
Training compute markup
— 20-50% on GPU hours
Data licensing fees
— 15-25% of dataset sales
Enterprise contracts
— custom annual deals
Premium support & SLA
— add-on services
Inference API usage
— per-token / per-call
Agent orchestration fees
— per pipeline execution
TCG certification fees
— $500-$10K per evaluation
Annual certification subs
— recurring re-certification
Revenue Flow Architecture
PAYER
CONFLARA
RECIPIENT
Model Buyer
Pays for model access
$100 per transaction
Payment
Conflara Platform
Takes commission
10-25% = $10-$25
Payout
Model Seller
Receives net payout
75-90% = $75-$90
Marketplace Commission
Per-transaction revenue
Subscriber
Monthly subscription
$99 - $10K+ / month
Subscription
Conflara Platform
100% retained
SaaS recurring revenue
Services
Platform Services
API access, analytics,
support, team tools
SaaS Revenue
Predictable MRR
Training Customer
Pays for GPU + TEE time
$1,000 compute job
Compute fee
Conflara Platform
Compute markup
20-50% = $200-$500
GPU cost
GPU Provider
Base compute cost
50-80% = $500-$800
Compute Margin
High-margin revenue
Data Customer
Licenses datasets
$500 data license
Data fee
Conflara Platform
Platform fee
15-25% = $75-$125
Payout
Data Provider
Data owner payout
75-85% = $375-$425
Data Licensing
Network effect revenue
TCG Customer
Submits asset for testing
$500 - $10K per eval
Eval fee
Conflara Platform
100% retained
+ annual recertification
Grade
CONFLARA Certified
Badge + grade issued
Bronze | Silver | Gold | Platinum
TCG Revenue
High-margin certification
5 Revenue Streams | Blended Take Rate: 15-30% | Multi-sided Network Effects | Recurring + Transactional Mix
SaaS subscriptions & TCG certification fees provide predictable base; marketplace commissions and compute markup scale with usage
Pricing Tiers
Free
$0
Forever free
Browse full marketplace
Evaluate models (sandbox)
100 API calls / month
Community support
Public model access only
Basic documentation
Pro
$99
/mo
Per developer seat
Full API access
10,000 API calls / month
Priority support (24h SLA)
Access premium models
Usage analytics dashboard
Webhook integrations
Model versioning
Team
$499
/mo
Up to 10 seats
Everything in Pro
50,000 API calls / month
Team management & RBAC
Advanced analytics
Private model deployments
Secure training (TEE) access
Slack & Teams integration
Data marketplace access
Enterprise
$10K+
/mo
Custom agreement
Everything in Team
Unlimited API calls
Dedicated infrastructure
99.99% uptime SLA
Custom integrations
SSO / SAML / SCIM
On-prem deployment option
Dedicated CSM & TAM
Compliance (HIPAA, SOC2)
Volume discounts
CONFLARA Business Model v1.0 — Confidential — Investor Materials