Agentic Fabriq

Agentic Fabriq

Okta for Agents.

Winter 2026ActiveB2BAIOpsDevSecOpsSaaSAPIInfrastructureSunnyvale, CA, USA
Agentic Fabriq is the single control plane for data permissioning throughout your entire organization across your AI and employees. Through Fabriq, any employee can tap into AI/agents with exactly the data and tools they're cleared to use by an admin. Fabriq can be used internally with employees or externally for customers while handling the auth + integrations + permissions securely for you.

Verdict

High Signal
Market Opportunity
AI agent security and identity/permissioning is a real and rapidly growing B2B enterprise problem. ICP is clear: IT/security teams at companies deploying AI agents. The 'Okta for agents' framing maps to a proven $20B+ market segment, and agentic AI proliferation makes this urgent. Monetization path is obvious via SaaS per-seat or enterprise contracts.
Low Signal
Founder Signal
Matthew Xu (CTO) is an MIT CS sophomore (on leave) who dual-enrolled at Georgia Tech for math in high school — strong academic signal. His MIT experience is research-focused: 9 months at CSAIL doing RNA-seq bioinformatics and 5 months at FutureTech analyzing AI investment data. No prior engineering roles, no security or infrastructure experience, and no shipped products. Paulina Xu (CEO) is MIT AI + Physics (on leave), with 9 months of astrophysics research at MIT Kavli Institute and Haystack Observatory. USACO Gold and National Astronomy Competition qualifier — genuine technical ability. No enterprise sales experience, no security background, no prior startup. Both are strong MIT students who pivoted from research into agent security — real hustle visible (exhibiting at conferences, AWS Builder Loft demos, CISO events, ACG recognition) but no professional engineering or security credentials.
Low Signal
Competition
No competitor data was returned, but the space is heating fast. Direct competitors include Permit.io, Indent, and emerging agentic-specific players. Okta itself, along with Microsoft Entra, could extend into this space natively. AWS, Google, and Anthropic are all building agent management layers. The 'Okta for agents' positioning is already being used by multiple startups simultaneously, suggesting a crowded framing if not yet a crowded product.
Medium Signal
Product
Website has a pricing page, detailed feature descriptions (per-user identity binding, real-time guardrails, tool permissioning), TypeScript & Python SDKs mentioned, and 'sign up for access' CTA. No named customer logos, revenue figures, or live demo visible — just a demo booking flow and early access signup. The 88% stat about agent incidents appears to lack a cited source.
OverallC Tier

The market thesis is sound — AI agent permissioning and identity is a genuine enterprise pain point and the timing is right. The founders are MIT students with strong academics (CSAIL research, USACO Gold, Georgia Tech dual enrollment) but no professional engineering, security, or enterprise experience — their backgrounds are in bioinformatics and astrophysics, not infrastructure or security. They are clearly hustling hard: exhibiting at multiple conferences, demoing at AWS Builder Loft, presenting to CISOs, and getting ACG recognition within weeks of launch. No customer logos, no revenue, and no proof of product-market fit beyond conference traction. The competitive risk is severe: Okta, Microsoft Entra, AWS, and multiple funded startups are converging on agent identity. The team has real energy and a good market read, but enterprise security buyers need domain credibility that conference presence alone doesn't provide. C tier reflects a strong market with execution risk from a team still building its security credentials.

Active Founders

Matthew Xu
Matthew Xu
Founder

Dropped out of MIT at 19. Building Agentic Fabriq, the security layer between agentic applications and tools.

Paulina Xu
Paulina Xu
Founder

AI + Physics @ MIT, working on Agentic Fabriq (security middleware for all agentic communication)

Agentic Fabriq
Agentic Fabriq
TierC Tier
BatchWinter 2026
Team Size2
StatusActive
LocationSunnyvale, CA, USA
Last Updated4 days ago