parviGov

The governance layer AI agents need before they touch anything.

Every agent action proven, signed, and independently verifiable. One integration. Cryptographic proof of who did what, when, and in what order.

EU AI Act Article 12 Finnish High-Tech FriendlyAI
The Problem

AI agents are making decisions in your systems right now.
Who proves what they did?

Logs Can Be Edited

Databases can be tampered with. Self-reported outcomes cannot be trusted. Traditional logging provides no cryptographic guarantee.

EU AI Act Article 12

Mandates auditable AI systems. Without cryptographic proof: compliance failure, regulatory fines, liability gaps, audit nightmares.

Weeks-Long Audits

Reconstructing what an agent did takes weeks of manual log review. Forensic nightmares when something goes wrong.

Liability Gap

When an agent makes a mistake, who is responsible? Without proof of the decision chain, accountability is impossible.

The Solution

parviGov is the first cryptographic governance layer built for autonomous AI agents.

Every agent action is proven, signed, and independently verifiable through one integration: cryptographic proof of who did what, when, and in what order.

Before: Weeks to audit an agent decision
After: One query returns the full proof
Action 1 signed Action 2 chained Action 3 verified ed25519 AWP Witness

Tamper-evident Merkle chain with independent witness

Architecture

Three pillars. One governance promise.

LAG
Living Architecture Graph

Every agent action appended to a tamper-evident Merkle chain. Detects modification via signature mismatch and deletion via chain break. Flip one byte — the entire chain breaks visibly.

AWP
Agent Witness Protocol

Open source, MIT licensed. Offline-verifiable receipts via canonical Merkle chain. Anyone can run verification — PASS or FAIL. The witness does not trust the agent. It verifies independently.

PayBotFin
Authorization + Receipt Layer

Any consequential decision that needs proof: paid, delivered, authorized, approved, settled. A 5-gate authorization check before any action proceeds. Portable receipts.

Competitive Advantage

The combo is the moat.

Each pillar is necessary. Together, they create the competitive advantage no competitor offers.

LAG

private
+

AWP

open MIT
+

PayBotFin

private
=

parviGov

governed

Without LAG

No chain of events. No ordering proof.

Without AWP

No independent verification. Agent self-reports.

Without PayBotFin

No commercial proof. Decisions untraceable.

All Three Together

End-to-end governance. Proof at every layer.

Built-In Patterns

Three governance patterns that radiate across the entire parvi family.

01
QUALITY GATE (VETO)

Every action scored 0–10 on evidence grounding

Score below 7 means HALT. No override. Prevents hallucinations and errors from shipping. The tester's mindset, encoded as software.

02
CHECKPOINT (.ack)

Every step writes a physical proof file to disk

Survives crashes, restarts, context loss. The system never loses its place. Evidence persists across system failures.

03
ELICIT PROTOCOL

Structured human-in-the-loop, never chaos

When an agent needs a human decision, it does not ask directly. It emits a structured request. The orchestrator triages and routes to the decision maker.

The Gap We Fill

SIEM records. parviGov proves.

Traditional SIEM systems (Splunk, Datadog, Elastic) record what happened. They do not prove it happened correctly.

Traditional SIEM

  • Logs are editable
  • "Action X occurred at time Y"
  • No independent witness
  • No cryptographic signatures
  • No quality scoring
  • Records events

parviGov

  • Tamper-evident Merkle chain
  • "Action X occurred, scored 8/10, independently witnessed, cryptographically signed"
  • AWP offline-verifiable receipts
  • ed25519 signatures on every action
  • Quality gate scoring 0–10
  • Proves correctness
Developer Experience

One line of code. Full governance.

Post a single request. Receive a complete governance bundle.

# Govern any agent action
POST /v1/gov/govern-action
{
  "agent_id": "agent:bank:loan-approval",
  "action": "loan.approve",
  "result": "approved",
  "score": 8.5,
  "evidence": "credit_score:720, debt_ratio:0.3, rules:passed",
  "engagement_id": "engagement:bank:2026-001"
}
# Returns: governance bundle
# LAG entry (AWP-signed, Merkle-chained)
# AWP canonical receipt (offline-verifiable)
# PayBotFin decision (authorized, receipt issued)
# RESULT: PASS
Integration

One-line integration in Python, JavaScript, or Rust.

# Python
pip install parvigov
# JavaScript
npm install @friendlyai/parvigov
# Rust
cargo add parvigov
import parvigov
await parvigov.govern(
  action="loan.approve",
  score=8.5,
  evidence=credit_check
)
Auto-discovery
Offline mode supported
fail_open / fail_closed configurable
ed25519 signed requests
Deployment

Three modes from one codebase.

01

SaaS Cloud

FriendlyAI hosts parviGov. Customer adds 1 line of code. Multi-tenant.

Enterprise: custom pricing
Contact for volume

EU data residency (Finland)

02

On-Premise

Docker image. Customer runs in their network. Data never leaves.

Banks & Government
Classified environments
Annual license + support
03

Hybrid

LAG chain on-prem + AWP witness in FriendlyAI cloud. Best of both worlds.

Sensitive data stays local
Independent verification
WireGuard / Tailscale tunnel
Oversight

Dashboard for compliance officers. Audit portal for external auditors.

Compliance Dashboard

Visual chain of all agent actions
Quality scores per action
Audit trail export (PDF)
Real-time alerts if score below 7
SIEM integration (Splunk, Datadog, Elastic)

Audit Portal

verify.parvigov.com
Token-based read access for external auditors
Run: npx awp verify
Result: PASS or FAIL
Zero installation required
$ npx awp verify --token=TOKEN
Verifying Merkle chain integrity...
Checking 1,247 signed receipts...
RESULT: PASS — 0 anomalies
Duration: 3.2s | Offline-verifiable
Use Cases

Every consequential AI decision, proven.

Bank Loan Approvals

Agent approves a loan. parviGov proves the decision was evidence-grounded, scored, and witnessed. Audit-ready in one query.

Insurance Claims

Agent processes a claim. Every rule check, score, and authorization is sealed in a tamper-evident ledger. Disputes resolved with proof.

Healthcare Decisions

Agent assists in clinical decisions. Governance ensures every recommendation is scored, witnessed, and traceable to evidence.

Government AI

Public sector AI systems require the highest level of accountability. parviGov provides cryptographic proof of every action.

Market

Who buys parviGov.

ENTERPRISES
Banks, Insurance, Healthcare

Need proof for regulators. Compliance in 1 click. EU AI Act ready from day one.

PARTNERS
Consulting & Audit Firms

BDO, PwC, KPMG. Turnkey governance stack to resell. 20–30% margin on every engagement.

STARTUPS
AI-First Companies

Compliance from day one.

Audit time reduction by segment
Without parviGov
Weeks
With parviGov
3s
parviGov

The governance layer for the age of autonomous AI agents.

They sell access to AI. We sell control over AI. parviGov is how you prove what your agents did — not because a regulation demands it, but because it is the correct way to engineer agent systems.

Start governing your agents today.

Get Started View AWP on GitHub
Website friendlyai.fi
Governance parvigov.com
Contact dev@friendlyai.fi
YouTube @FriendlyAI_fi
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