Atested sits in front of governed AI operations. Every action is evaluated against the same logic a well-informed engineer would apply — then the evaluation and the decision are signed and provable.
The governance flow
The core flow is simple. An AI tool routes an action through Atested. Atested evaluates it against verifiable conditions — the scope, evidence, and constraints that any well-informed engineer would require. If the conditions are met, the action proceeds and the decision is recorded. If not, the action is denied and that denial is recorded too.
1
Action request arrives
A tool submits a governed action through the MCP surface with whatever proof, context, or constraints the governance logic requires.
2
Conditions are evaluated
Atested resolves the decision deterministically where it can — is the evidence present, is the scope valid, are the preconditions met. Where the evidence, scope, or constraints can't determine the answer logically, Atested marks the decision as requiring judgment. The system doesn't guess — it escalates honestly.
3
ALLOW or DENY is issued
ALLOW means the evidence was sufficient, the scope was valid, and the constraints were satisfied. DENY means something verifiable was missing.
4
Signed record is written
Every decision is recorded into a signed immutable chain so it can be checked later without relying on runtime assertions alone.
The record itself is part of the product surface. The point is not only to decide correctly in the moment, but to preserve checkable evidence of what happened.
What ALLOW and DENY actually mean
Atested does not just log actions after the fact. It evaluates governed actions before they proceed. ALLOW means the action met the verifiable conditions — the evidence was sufficient, the scope was valid, the constraints were satisfied. DENY means something was missing, and the record shows exactly what.
ALLOW — deterministic
Conditions met, action proceeds
A coding agent writes inside an approved project path using an allowed tool and the required execution context. The path resolves to a real location, the agent is authenticated, the scope is valid. Every condition is verifiable — no opinion required.
DENY — deterministic
Conditions not met, action stopped
An agent tries to write outside the approved workspace, delete a production config, or modify the CI pipeline without authority. Something verifiable is missing — the record shows exactly what.
ALLOW — judgment
Approval granted by an engineer
A battle-tested deployment script can't produce the evidence Atested requires — it's opaque to evaluation. An engineer grants a scoped approval pinned to the exact content hash. The script runs. The engineer's judgment is on the record alongside the deterministic decisions.
DENY — needs judgment
No approval in place, action blocked
The same opaque script runs without an approval. Atested can't evaluate it deterministically and no engineer has vouched for it. The action is blocked, and the record shows it was flagged as requiring judgment — not that it failed a condition.
Governance transparency
Atested governs every action routed through it. AI tools also have native capabilities outside governance — that's a structural reality. Atested makes the boundary visible: governed operations get full signed records, ungoverned operations are counted through observation hooks. You see exactly how much of your AI activity is actually under governance.
The goal is not pretending you start at 100 percent. The goal is knowing where you are, seeing what remains outside governance, and improving coverage deliberately.
Why this works
Deterministic governance doesn't depend on someone's opinion
Most governance systems rely on people deciding whether each action was appropriate. That doesn't scale, and it's inconsistent. Atested replaces opinion with verification: either the evidence is present or it isn't, either the scope is valid or it isn't. The result is governance you can check independently — not governance you have to trust someone's judgment about.
A real example: the deployment script
Your team has a deployment script that's been running for years. Battle-tested, reliable — but opaque to Atested's evaluation. It keeps getting DENY because it can't produce the evidence Atested requires.
You know this code is safe. You wrote it, you maintain it, it runs every day. So you grant a scoped approval: pinned to the exact content hash, the deployment context, and the current governance version. The script runs. If someone changes one line, the hash changes, and the approval expires automatically. Your judgment is on the record — signed alongside the deterministic decisions.
Approvals are explicit and revocable
Approvals aren't blanket exceptions. They're pinned to a specific artifact at a specific hash. Change the artifact and the approval is gone. Grant or revoke — both are recorded in the governance chain. The system is honest about what it can prove and what required your judgment.
Your dashboard
What you see
The Atested Dashboard gives your team a live view of governance activity, decisions, approvals, audit results, and system health — all backed by the same signed chain the governance engine produces.
Atested DashboardGovernance overview
Demo — sample data
Overview
Activity
Approvals
Audit
Reports
Health
This dashboard shows governance activity for your organization. Every governed action produces a signed record in the decision chain. The metrics below reflect the current state of the governance surface.
Full governance decision log. Every governed action — allowed or denied — appears here with its signed record. Click any row in production to inspect the full record and hash chain.
Scoped approvals for opaque artifacts that cannot produce inline governance evidence. Each approval is pinned to a specific artifact hash and is revocable at any time.
Active Approvals
Artifact
Hash
Category
Approved By
Granted
Status
deploy-script.sh
sha256:4f2a8b1c…
FS_WRITE
bearer:e1f2a3b4
Mar 28, 2:14 PM
Active
ci-runner.py
sha256:8b1ce3d7…
CAPABILITIES_EXECUTE
bearer:a2b3c4d5
Mar 29, 9:45 AM
Active
Recently Revoked
Artifact
Hash
Revoked By
Revoked
Reason
legacy-migrate.sh
sha256:d7e8f901…
bearer:e1f2a3b4
Mar 27, 4:30 PM
Artifact updated — hash mismatch
Query the governance decision chain by time range, user, tool, or decision outcome. Every record is hash-linked and independently verifiable.
Query Filters
Time rangeLast 24 hours
UserAll users
ToolAll tools
DecisionDENY only
Results — 11 DENY records (last 24h)
Time
Tool
User
Intent
Denial Reason
Mar 30, 1:38 PM
fs_write
bearer:c8d9e0f1
edit /etc/hosts
Path outside governed workspace
Mar 30, 1:28 PM
fs_delete
bearer:c8d9e0f1
remove .env.production
Protected file — requires approval
Mar 30, 1:15 PM
fs_write
bearer:c8d9e0f1
write outside workspace
Path outside governed workspace
Mar 30, 1:08 PM
fs_write
bearer:e1f2a3b4
modify CI pipeline
Insufficient authority for CI scope
Mar 30, 12:52 PM
fs_delete
bearer:a2b3c4d5
remove build cache
Bulk delete not permitted
Aggregate governance reports summarizing operations by user, tool, and decision outcome over a configurable time period. Use these for compliance reviews and management reporting.
Operations by User (7 days)
User
ALLOW
DENY
Total
DENY %
bearer:e1f2a3b4
17
4
21
19.0%
bearer:c8d9e0f1
10
6
16
37.5%
bearer:a2b3c4d5
9
1
10
10.0%
Operations by Tool (7 days)
Tool
ALLOW
DENY
Total
fs_write
14
7
21
fs_read
10
0
10
fs_delete
2
3
5
msg_send
5
0
5
capabilities_execute
3
0
3
governance_status
2
0
2
fs_list
0
1
1
Decision Trend (7 days)
Mon
Tue
Wed
Thu
Fri
Sat
Sun
ALLOW DENY
System health and operational status of the governance infrastructure. Chain integrity is verified continuously — any break in the hash chain triggers an alert.
HealthyOverall Status
14d 6hServer Uptime
ValidLicense Status
Chain Integrity
Check
Status
Last Verified
Hash chain continuity
Pass
Mar 30, 1:42 PM
Signature verification
Pass
Mar 30, 1:42 PM
Record ordering
Pass
Mar 30, 1:42 PM
No orphaned records
Pass
Mar 30, 1:42 PM
Performance
Metric
Value
Avg decision latency
12ms
P95 decision latency
28ms
Chain write latency
4ms
Policy eval cache hit
84%
DENY Rate Trend23.4% (11 of 47) — within normal range
No. Atested's governance logic reflects the conditions any well-informed engineer would apply. You configure scope and constraints for your environment, but the evaluation logic is built in. Most decisions are resolved deterministically without any rules to write.
What does "well-informed engineer" actually mean?
If an AI agent requests to write a file, a well-informed engineer would check: is the target path within the project workspace? Is the agent authenticated? Has the action been requested through a governed channel? These aren't matters of opinion — they're verifiable conditions with definitive answers. Atested checks them the same way, every time.
We know because these are the same checks any careful engineer performs manually — Atested just performs them consistently, at scale, and signs the result.
Configure governance through the dashboard
The dashboard Configuration tab lets you view and edit the capability registry — the file that defines what every governed tool is allowed to do. No more manual JSON editing.
View mode is available to everyone. You can see every governed tool's allowed directories, constraint flags, and hard caps — plus the registry integrity hash that proves the configuration hasn't been tampered with.
Edit mode requires your license key. Add or remove directories, toggle constraints, and adjust caps. Every change goes through the governed reload process — schema-validated, hash-recorded, and integrity-protected.
Trial users can view the full configuration and make limited changes (up to 3 directories, basic toggles). Full editing requires an active license.
An AI agent overwrites a production config. Deletes the wrong file. Sends a message to the wrong channel. Everyone asks: "why wasn't this prevented?" That's the real pain — not reconstruction after the fact, but seemingly avoidable errors that AI causes in operations.
Atested is the guardrail. It stops many bad actions before they land — wrong path, missing authority, insufficient evidence. The audit trail is a side benefit. Prevent first. Prove second.