Our Vision

We believe every AI system should be verifiable. Here's how we're making that happen.

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Visual Fidelity

The PDF Standard

Before PDF, documents broke when moved between computers. PDF solved "Missing Fonts" by embedding them.

  • Captures Appearance
  • Static & Visual
  • Standard for Documents
VS
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Verifiable Execution

The EPI Standard

AI runs break without the right environment. EPI solves "Missing Context" by embedding the execution.

  • Captures Behavior
  • Dynamic & Verifiable
  • Standard for Agents

The "Receipt" Economy

As AI agents start spending money and signing contracts, "log files" aren't enough. You can't take a log file to court. You need a signed receipt of computation.

โš–๏ธ Liability Defense

The Black Box Defense. Irrefutable proof of intent when agents fail.

๐Ÿงพ Compliance

Zero-Touch. Automated "Article 11" documentation for EU AI Act audits.

๐Ÿ›ก๏ธ Underwriting

Actuarial Data. Turn "Unknown Risk" into "Calculated Risk" for insurers.

๐Ÿ•ต๏ธ Forensics

Incident Response. Replay the exact "Attack Path" of a jailbreak or prompt injection.

๐Ÿงฌ Science

IP Preservation. Prevent "Bit Rot". Ensure drug discovery runs work 10 years later.

๐Ÿ”— Supply Chain

Model Provenance. A "Customs Declaration" for every fine-tune and dataset used.

The Technology Stack

โœ… Phase 1

The Recorder

Capture the "Truth". System-level interception of shell, API, and file events. Ed25519 signed.

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๐Ÿšง Phase 2

The Player

Deterministic Replay. Access the "Truth" without needing the original GPU or API keys.

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๐Ÿ“‹ Phase 3

The Network

Global Registry. A "DOI for AI" where every major run is publicly verifiable.

Forward Outlook

From Open Standard to The Trust Network

Q4 2024

The Foundation

โœ… v2.0 MVP shipped. Apache 2.0 license. Production-ready Python package.

Q1 2025

Multi-Language SDKs

Node.js, Jupyter, GitHub Actions. Make .epi the standard file format.

Q3 2025

Enterprise Cloud

EPI Verifier SaaS. Team dashboards. SOC 2 compliance. Central registry.

Q1 2026

The Trust Network

Blockchain anchoring. "EPI Certified" badge. Decentralized verification.

Architected in India. Engineered for the World.

Mohd Ibrahim Afridi

Founder & Chief Architect

Published AI Researcher (Grok-3 Architectures, Dynamic Chains of Thought) and Serial Entrepreneur (XCL3NT, Velroy Eagle Ventures). EPI Labs is the culmination of years of research into AI verification and proof-carrying systems.