ZENTRY is an evidence-gated AI operations framework for safer agentic workflows.
We help founders and teams deploy AI agents without letting unverified outputs become live business actions — published content, sent emails, financial reports, or operational decisions.
The Problem We Solve
AI agents make mistakes. That's expected and manageable.
What isn't manageable: when an AI output that hasn't been verified becomes a publication, a sent email, a business decision, or a report presented to clients or investors as fact.
We've experienced this firsthand. We've built systems to prevent it.
How ZENTRY Works
We don't remove AI from your workflow. We build structured controls around it.
Evidence Gate
Every AI output is classified before it can trigger a live action:
- 🟢 VERIFIED — backed by traceable, real-world proof
- 🟡 PARTIAL — supported by partial evidence
- 🔴 UNVERIFIED — no proof available
If an output is UNVERIFIED, it doesn't ship. No exceptions.
Approval Controls
Live actions — publishing, sending, writing, modifying — require explicit human approval. Not a settings toggle. A deliberate, named, logged command.
Logging
Every agent action is logged with timestamp, input, output and result. Atomic. Queryable. Auditable.
Rollback
Every irreversible action has a documented rollback procedure — defined before execution, not after something goes wrong.
Claim Verification
Numbers, metrics and results in AI-generated reports are classified by evidence level. We don't report estimates as facts. We don't report test data as revenue.
Credential Safety
API keys, tokens and secrets are loaded from protected files — never hardcoded, never logged, never passed in URLs where they can appear in process lists or system traces.
What We Don't Promise
We don't claim:
- Zero AI errors (not possible with current language models)
- Full autonomy (unsafe for business-critical operations)
- Guaranteed outcomes (no system can promise this)
We do commit to:
- Every risk we identify is documented with evidence
- Every fix we propose is actionable and reversible
- Every claim in our reports is classified: VERIFIED, PARTIAL or UNVERIFIED
Who We Work With
ZENTRY audits and hardens AI workflows for:
- Founders and solo operators deploying their first AI agent in production
- AI and automation agencies (n8n, Make, Zapier, LangChain) building for clients
- E-commerce teams using AI for customer support, pricing, inventory or email
- SaaS teams with AI-generated features, reports or user-facing content
- Media and publishing teams using AI for content creation or distribution
Our Approach
We use ZENTRY as our own proving ground: every incident, correction and verification step helps us harden the framework.
When something breaks, we log it. When a claim turns out to be wrong, we retract it. When a process fails a governance check, we document it and fix the root cause.
We don't present our AI operations as flawless. We present them as honest, controlled and improving.
Get Started
Request an AI Agent Safety Audit
We'll review your AI workflow, identify the highest-risk points, and give you a prioritized remediation plan — with evidence classification on every finding.
→ Email us at audit@zentryteam.com with subject: AI Agent Safety Audit Request