ParviGov is the governance layer for any application, not only AI agents. One API call produces a cryptographic fingerprint of what was done, by whom (human, AI, or both), and when — plus an independent witness receipt and optional commercial settlement proof. EU AI Act, SOC 2, ISO ready. One integration. Full accountability.
LAG, AWP and PayBotFin prove what happened — chain, witness, receipt. ParviALMA adds the fourth layer: memory, heuristics and learning, so each new decision is informed by what already happened.
Living Architecture Graph. Every action — human, AI, or mixed — is appended to a tamper-evident ledger. Detects both modification (signature mismatch) and deletion (chain break). The answer to: who did what, in what order.
Open source — github.com/RBKunnela/awp. Offline-verifiable receipts via canonical Merkle chain. Anyone can run npx awp verify — PASS or FAIL. Flip one byte → FAIL.
PayBotFin issues portable commercial receipts: paid, delivered, authorized, approved, settled, verified. A 5-gate authorization check. Makes economic and operational actions independently checkable.
ParviALMA is the fourth layer: not only proof of what happened, but memory and heuristics so the system learns from each act and informs the next decision under the same governance stack.
Proof is not enough. ParviGov already records, witnesses, and receipts every act. ParviALMA makes the system learn from each act — so the next decision is informed by memory of what already happened.
Records everything — who, what, order. Tamper-evident chain of every governed action.
Cryptographic proof of the result. Independently verifiable — offline, by anyone with the receipt.
Financial governance — paid, delivered, authorized, settled. The economic trail beside the chain.
ParviGov now learns from every act. Patterns, heuristics, and prior outcomes inform the next decision — still under the same governance stack.
ParviGov knew what happened — but it did not learn. Every act was proven; none made the next one smarter.
Each decision is informed by memory of what already happened. Governance that records and remembers.
Each pillar solves part of the governance problem. Only the combination solves all of it. Remove any one layer and the proof collapses. This three-way combo is the competitive moat — not a feature, an architecture.
A chain alone proves ordering but not result correctness. A witness alone proves a result but not sequence. A receipt alone proves payment but not authorization. All three together prove the complete governance story.
LAG (private) + AWP (open MIT/Apache) + PayBotFin (private) = ParviGovA cryptographic chain proves when actions happened and in what sequence. But it cannot prove the result of an action was correct or independently observed.
An independent witness proves a specific result occurred. But without a chain, you cannot reconstruct the full timeline or detect gaps in the action history.
A commercial receipt proves a transaction settled. But without chain and witness, you cannot prove the authorization path or that the right agent took the right action first.
Send a single POST request. ParviGov appends the action to the LAG chain, requests an independent AWP witness receipt, and optionally issues a PayBotFin commercial receipt. You get back a complete governance bundle.
ParviGov is not only for AI agents. It follows any action performed by a human, an AI, or both together — and by any application that can call an API. Each action becomes a cryptographic fingerprint: immutable, ordered, and independently verifiable.
The action itself — filed a petition, approved a tax filing, opened a bank page, ran a model, signed a document. Recorded as a structured event on a tamper-evident chain.
Human operator, AI agent, automation, or a delegation chain (human authorized → AI executed). Actor types are first-class: you always know who is accountable.
Ordered on a cryptographic ledger. Sequence is provable. Deletion breaks the chain. Modification fails the signature. Auditors reconstruct the full timeline.
From professional services to AI-native products — prove every critical action while work continues at full speed.
Associate reviews a case file; AI drafts a petition; partner approves filing. ParviGov records the full path: who opened which document, who generated the draft, who authorized send — human and AI linked. Client disputes and bar audits get a cryptographic trail, not email archaeology.
Bookkeeper imports bank CSV; AI categorizes transactions; senior signs the tax package. Every step is sealed: what numbers changed, who approved the close, when the declaration was submitted. Regulators and clients see proof — not screenshots of Excel.
Trading bots, KYC workflows, payment authorizations. Prove the policy path: human override, AI recommendation, final settlement receipt — one governed timeline for SOC 2 and internal audit.
Your ERP, CRM, helpdesk, or custom portal. Not only agents: any software that performs critical actions calls ParviGov. Human clicks, AI suggestions, automated jobs — same cryptographic fingerprint model.
The EU AI Act is law. High-risk AI systems must demonstrate accountability, traceability, and auditability. Non-compliance carries fines up to 35 million EUR or 7% of global turnover. ParviGov produces the evidence regulators will demand.
Article 12 requires automatic logging of events for high-risk AI systems. Article 14 requires human oversight capability. Article 15 requires accuracy and robustness documentation. ParviGov produces all of this automatically — every action is logged, signed, and independently witnessed as it happens.
Full enforcement for high-risk systems: August 2026LAG chain produces tamper-evident event logs. Every agent action is recorded with cryptographic signature — meeting the automatic logging requirement.
The actor field records delegation chains — who authorized what agent. Regulators can trace every decision back to the human who enabled it.
AWP independent receipts prove what the system actually did, not just what it was told to do. Offline-verifiable evidence of execution accuracy.
Whether you run a firm with humans and AI, ship software, or audit systems — ParviGov is the governance layer for every critical action.
Deploy governed AI agents with proof you can show regulators and auditors.
Offer a turnkey governance stack to your clients without building it yourself.
Ship compliant AI from day one. One integration, enterprise-grade governance.
Verify AI compliance with offline-verifiable receipts. Audits in minutes, not weeks.
ParviGov is the governance layer across the entire Parvi product family. Parvi means "flock" in Finnish — swarm intelligence, every action governed. Built by FriendlyAI, a Finnish high-tech company.
Governance layer — you are here
Agentic browser with 26 MCP tools
Multi-terminal, multi-LLM execution engine
Agent memory and learning, governed
ParviGov is built by FriendlyAI, a Finnish high-tech company founded by Renata Baldissara-Kunnela — a senior software testing expert with over 15 years of experience in QA and security testing, now building AI agent governance systems. The company combines deep quality assurance expertise with cutting-edge agentic AI technology.
Request a ParviGov demo, an API walkthrough, or a compliance deep-dive. We respond within 48 hours.
