The Compliance Layer for Enterprise AI
Log every AI interaction. Guarantee auditability. Understand usage in real time.
TraceOptic makes every AI interaction traceable, compliant, and measurable.
What is Trace Optic?
Every token traced. Every request logged. Every decision attributable. Trace Optic is your platform agnostic AI compliance and observability layer—built to provide tamper proof audit trails, real time visibility, and complete governance across all LLM usage. Think of it as your real time command centre for AI accountability.
Governance & Compliance
Tamper Proof AI Audit Trails. Built for Compliance Teams.
Every AI interaction is recorded in a tamper proof log so you can prove who did what, when, and with which model.
Observability
Real Time Visibility Into AI Usage, Performance, and Cost.
TraceOptic gives engineering and platform teams a single pane of glass for everything your organisation does with AI.
Outcome Attribution
Connect AI Usage to Business Impact.
AI shouldn't be a black box. TraceOptic lets you see which AI workflows actually move the needle.
Why This Matters Now
AI budgets are growing, regulations are tightening, and most organisations still have no real visibility into how AI is used internally.
TraceOptic gives you control, clarity, and confidence — before regulators or incidents force the issue.
With the EU AI Act and similar frameworks emerging globally, auditability and governance are no longer optional.
Companies Use AI Blindly. Regulators Demand Transparency.
Most companies have limited visibility into who used AI, when, what data was sent, or what output was returned. As regulations tighten (EU AI Act, US EO, UK principles), enterprises need mandatory logging, governance, auditability, and observability for AI systems.
Who Used AI?
Most companies cannot answer who used AI, when, or for what purpose.
Compliance Risk
Without an immutable audit trail, AI usage becomes a regulatory blind spot.
Data Safety Unknown
There's no easy way to know whether sensitive data was sent to external models.
No Observability
Teams lack visibility into AI usage patterns, performance, errors, or outcomes.
A Single Source of Truth
TraceOptic provides a single source of truth for AI usage: who did what, when, with which data, using which model, and what happened next.
Who It's For and What You Unlock
TraceOptic delivers enterprise grade AI control for every stakeholder — from engineering teams to compliance officers.
For CTOs & Engineering Leaders
AI usage grows fast. Models change. Teams experiment. Without control and visibility, it becomes chaos.
- •Get engineering grade observability into every model interaction across apps and services
- •Route prompts to the optimal model for performance and governance — including vendor or model switching
- •Set guardrails and performance thresholds to prevent drift, hallucinations, or degraded UX
- •Drill into activity by team, service, or developer — all from a central dashboard
For Compliance & Risk Officers
AI is becoming regulated. Screenshots and Slack messages aren't an audit trail.
- •Log every AI interaction with tamper proof hashing and end to end traceability
- •Monitor and enforce AI usage policies across functions and vendors
- •Generate audit ready reports for regulatory frameworks like the EU AI Act and ISO 42001
- •Detect compliance violations early with built in alerts
Platform Agnostic
Works Seamlessly with All Major AI Providers
TraceOptic integrates with leading AI providers including OpenAI, Anthropic, Google Gemini, Mistral, Cohere, Meta Llama, IBM Watsonx, Azure OpenAI, and AWS Bedrock — giving you complete visibility, compliance, and governance across all models without vendor lock-in.
Enterprise Grade Security
Founder
Mohamed Sheikh — Founder
Built systems used by millions. Now building the governance layer for enterprise AI.
Mohamed is a systems-first founder who has spent years building the invisible infrastructure behind organisations millions rely on every day. He has built broadcast systems that run nonstop, operational engines that keep entire logistics networks moving, and decisioning platforms trusted by global financial companies.
He combines deep technical execution with a track record of building real-world, revenue-generating businesses — including a profitable, automated property portfolio.
Mohamed founded TraceOptic after seeing a universal problem across every industry he's worked in: enterprises are embracing AI with no auditability, no visibility, and no accountability. TraceOptic exists to fix that at the foundation.
Ready to Get Full AI Visibility?
Get a custom quote or book a demo to see TraceOptic in action