CANNONICO
The Evidence Layer for Automated Decisions

Proof isthe Product.

Cannonico captures what a system knew, what it did, and why — at the moment a decision is made — and turns it into a record that can be replayed and defended later.

AuditedCertifiedInvestigatedDefended
Proof Stage ·ReplayConfirmed
Replay
Confirmed
Consistent
Pass
Verified
Locked
Replay
Confirmed
Tracking
On
Decision TimelineReplay matches the original
Select a marker — use arrow keys or tap to inspect a stage
The Problem

Automation is outpacing accountability.

AI agents, autonomous platforms, financial systems, and clinical tools now make decisions faster than people can review them. When one is challenged, most teams are left with partial logs, scattered records, and explanations written after the fact.

01
Logs show activity

not the reason behind the decision.

02
Models produce outputs

not the context that shaped them.

03
Audits need evidence

not screenshots and summaries.

The Missing Layer

The world standardized how evidence travels.No one standardized how it's made.

Every framework that governs AI, autonomy, and regulated systems assumes the evidence already exists — and almost nothing actually generates it. That gap sits between the runtime that makes decisions and every standard that wants to trust them.

Layers that consume evidence ↓
Governanceconsumer
Certificationconsumer
Attestationconsumer
Evidence Transportconsumer
Runtime Provenance
The layer that generates what the rest assume
Cannonico
Systems that act ↓
Autonomy Runtimeactor
Operating Systemactor
Hardwareactor
The witness layer — proof captured at the moment of decision.
How It Works

Remember. Reason. Reveal.

t₀
t₁
t₂
t₃
tₙ
01
t₀ – t₁
Remember

Records the signals at the moment of decision - time, identity, system state, inputs, and rule and threshold activity, and what changed.

02
t₂ – t₃
Reason

Structures, orders, signs, and links the evidence so it cannot be silently altered later.

03
t₄
Reveal

Reconstructs the decision state deterministically - so teams see what the system knew, what it did, and why.

SEAL

Tamper-evident, signature-backed records.

REPLAY

Deterministic reconstruction of any prior decision state.

COMPARE

Structural similarity across decisions, at scale.

MONITOR

A high-assurance monitor that runs additively, alongside existing systems.

System State → Decision Event → Evidence Record → Deterministic Replay
Where It Matters

BUILT FOR DECISIONS THAT HAVE TO BE DEFENDED LATER.

Defense

Drones, robots, and mission systems operating under pressure.

mission replaysafety eventsdegraded sensorsafter-action review
Autonomy & AI

Agents and autonomous systems that decide, route, approve, or act.

agent actionstool usepolicy complianceapproval-chain replay
Healthcare

Clinical workflows, lab operations, AI-assisted recommendations.

decision provenancediagnostic supportmodel driftsafety review
Pharma & Life Sciences

Trials, assays, biomarkers, real-world evidence.

trial evidenceprotocol deviationsassay lineageregulator-ready chains
Why Now

Software digitized records.Automation digitized workflows.AI is digitizing decisions.

The next layer is proof - the ability to show what a system did, why, and whether it stayed inside policy, safety, and regulatory limits.

DEFENSE PROVES IT UNDER PRESSURE.  AI DOES IT AT MACHINE SPEED.  HEALTHCARE APPLIES IT WHERE SAFETY IS THE STANDARD.
Built for Trust

Designed for serious environments.

Built for systems where evidence has to survive scrutiny - from internal review to regulator, court, or commander.

The defining property
Runtime-native. Captured at the moment of decision.

Evidence is captured at the moment of decision — not assembled afterward. Everything else — tamper-evidence, replay, audit output — is downstream of getting this moment right.

Tamper-evident

Records are signed and chained, so silent edits are detectable after the fact.

Deterministic replay

Any prior decision can be reconstructed exactly as the system saw it.

Audit-ready

Outputs are structured for review, disclosure, and downstream certification.

Aligned to the frameworks that will govern this layer
NIST AI RMFEU AI ActISO / IEC 42001DoD RAISOC 2 evidence
Trust, Proven.

Proof is the Product.

Cannonico gives AI, autonomy, and regulated systems a memory that can be trusted. If your decisions need to be audited, certified, investigated, or defended, Cannonico is the proof.

30-minute briefing · NDA available on request · No sales follow-up