AgentOps — an AI agent governance control tower
A portfolio demonstration by Trevor Fischer · Fischer Product Lab — secure AI systems for trust, risk, and enterprise execution.
Why AgentOps
Enterprises are deploying AI agents faster than they can govern them — ticket triage, release notes, support summaries, policy Q&A. Each is spun up by a different team, touches different data, and holds different tool permissions. Leadership rarely has one place to answer the questions that matter: which agents exist, who owns them, what can they touch, and which are actually safe to scale?
AgentOps turns that sprawl into a single governed, measurable, executive-ready view — so the decision to scale, pause, or govern an agent is backed by evidence rather than instinct.
How readiness works
Every readiness verdict is a pure, deterministic function — no AI calls — which is what makes it explainable and auditable.
- 1Seven weighted criteria (scored 0–4) are normalized into a 0–100 score.
- 2The score maps to a band: Launch (80+), Conditional (60–79), Needs Review (40–59), or Do Not Launch (<40).
- 3Hard safety gates override the band: if data safety or tool-permission risk hits the critical floor, the verdict is capped or blocked — a strong average can never bury a critical risk.
The thesis in one line: a strong agent that is unsafe is still unsafe — and the scoring encodes that judgment so it can't be averaged away.
Security posture
- Synthetic data only — no real customer, employer, or personal data.
- Read-only — no write endpoints, forms, or admin surface.
- No client-side secrets; zero environment variables required.
- Deterministic scoring — explainable, auditable, no black box.
- Documented STRIDE threat model and security policy.
- Hardened supply chain — Dependabot, secret scanning, CodeQL.
Part of the Fischer Product Lab suite
AgentOps governs AI initiatives before they ship. Its sibling products cover the rest of the lifecycle — each a read-only, synthetic-data demo with a deterministic engine at its core.
Built with
- Next.js 16
- React 19
- TypeScript (strict)
- Tailwind CSS v4
- Recharts
- Zod