The trust layer for the AI economy
Enterprises cannot buy AI they cannot trust. CONFLARA is the independent authority that tests, certifies and grades AI assets, and the vendor-agnostic marketplace where they are discovered and traded. Think UL and Moody's for AI, with Shopify built in.
What we are building
No existing platform combines a two-sided AI marketplace, independent certification and a vendor-agnostic approach in one product.
One marketplace for every AI asset
Models, agents, robots, training datasets and APIs, listed side by side with transparent grades and flexible pricing: one-time, subscription or pay-per-use.
Independent Testing, Certification & Grading
The TCG engine evaluates assets across performance, safety, fairness, robustness and documentation, then issues a Bronze to Platinum CONFLARA Certified grade.
Storefronts for AI sellers
Branded storefronts, team roles and permissions, orders and payouts. The "Shopify for AI" that model providers have been missing.
Confidential computing on the roadmap
Secure training and evaluation inside trusted execution environments so buyer data and seller IP never leave the enclave.
Where the platform stands
CONFLARA is pre-launch. The platform is built and running with sample data. We have no public users or revenue yet. We publish what is built and what is next, so partners, buyers and investors know exactly what they are getting.
Built and running (preview)
- Multi-vendor marketplace with categories, EAV attributes and faceted browse
- Seller onboarding, storefronts, team roles and permissions
- Cart, wishlist, wallet, checkout, promotions and shipping for physical robots
- Certification data model: test suites, test runs, metrics and four-tier grading
- Buyer, seller and admin dashboards with Keycloak-based identity and roles
- Event-driven Java 21 microservices behind an API gateway, with full observability
On the roadmap
- Automated TCG execution engine with sandboxed evaluation
- Safety, bias and robustness benchmark suites, plus third-party auditor integration
- Payments, licensing and usage-based billing
- Private marketplace instances and enterprise SSO
- TEE-secured training and inference
Built by builders
A founding team that has run marketplaces, shipped production AI and scaled organizations.
Taric Khalil
Co-Founder & CEO · New York
20+ years of management leadership. Scales organizations, builds go-to-market motions and navigates complex enterprise and regulatory relationships.
Mohamed Osman
Co-Founder & CTO · Cairo
Senior software engineer with 12+ years building marketplaces and middleware platforms. Shipped a government-deployed AI system and production AI code-review agents. Architect of the CONFLARA platform.
Conflara, Inc. is a Delaware corporation.
Let's build the AI trust standard together
We are open to strategic partnerships with cloud and GPU providers, model labs, system integrators and auditors, and to conversations with investors who back AI infrastructure.
Technology partners
Co-list assets, integrate evaluation pipelines, or run TCG on your hardware.
Design partners
Early enterprise buyers and AI sellers who shape the certification standard with us before public launch.
Investors
Pre-seed round open. Pre-launch, pre-revenue. Deck, architecture and a platform walkthrough available on request.