ParviGov live
FRIENDLYAI · VIITASAARI
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Software for companies · Viitasaari, Finland

FriendlyAI

Software you can prove — not just trust.

Renata Baldissara-Kunnela — solo entrepreneur.
I build my own tools. The last 2 years: building and testing artificial intelligence.

AWP→ParviGov →Sentinel →PayBotfin →ALMA
Before the company

Fifteen years breaking software
for banks and insurers

Because that is what testing is: proving what really happens — not what the demo shows.

2015+
Software tester, Finland15+ years testing systems for banks and insurance companies. Originally from Brazil; JAMK graduate in IT, 10 years ago.
2024
First contact with AIPlaying, then studying seriously — occasional customer work from February 2025 onward.
2025
The OpenClaw boomAgents were becoming a hit. The question that stuck: how do you build things humans can use — but aimed primarily at AI agents?
2026
Ten months of buildingA family of tools that grew into one governed flock — with cryptographic proof at the center.
The problem

Agents act. Nobody proves.

Every company adopting AI agents hits the same three walls.

WALL 1

Logs are stories, not proof

A log says what happened. But logs live in editable databases — anyone with access can change yesterday.
WALL 2

Memory can be rewritten

An agent's "experience" is a database. Whoever edits the database edits the agent's past — and its future decisions.
WALL 3

Regulators are coming

The EU AI Act demands audit trails for consequential AI decisions. "Trust us" is not an audit trail.
The differentiator

AI-simulated exploitation moves
beyond traditional scanning

Time / Simulation Effort → Potential Impact / Depth → Vulnerability Found (traditional limit) Simulated AI Exploitation (Sentinel) Traditional Scanning

Dynamic mapping of an AI hacker's potential blast radius.

THE CAPABILITY MATRIX
OTHERS SENTINEL
Threat identification Yes Yes
Simulated exploitation No Yes
AI hacker emulation No Yes
Agentic penetration No Yes

Sentinel does not just flag vulnerabilities; it deploys agentic penetration testing to simulate real-world AI attacks on your systems.

The foundation · open source

AWP — Agent Witness Protocol

80% proven crypto 20% new

Built on proven crypto

Ed25519 signatures and Merkle chains — the same math banks rely on — extended to agent actions.

A neutral witness

Records every consequential action so anyone can verify it later — without trusting the company.

100% open source

Inspect it, audit it, verify with it. Openness is the product.

1.5+ years of work

Built before knowing the market — now searching for distribution.

The proof · live

Watch a decision become evidence

Agent · Sentinel
finds the vulnerability, wants to act
Human · Operator
approves or vetoes — the decision is hers
Witness · AWP
signs the act — neutral, cannot be edited
Proof receipt · anyone can verify
WHO Agent Sentinel, approved by Operator (human)
WHAT scan finding escalated → act recorded on disk
WHEN tonight · 22:46 UTC
PROOF SHA-256 chained · Ed25519 signed · 11/11 checks green
TRUST none required — verify offline with your own key
Every agent action visible. Every human decision signed. Nothing modifiable.
The Parvi family · the stack

A complete cryptographic stack
for AI governance

ParviGov the governance layer — total accountability Sentinel AI-driven scanning & hacker emulation PayBotfin · ALMA agentic memory & automated cryptographic receipts AWP — Agent Witness Protocol the open-source foundation anchoring the system plugs into virtually any software or system

Alone, they are powerful utilities.
Together, they form ParviGov — the architecture for governing what humans and AI agents do.

Who did what, when, where, who approved — cryptographically, auditable by anyone outside the company. Sold together, or partly separated.

In Brazil: contacts at the door of cybersecurity — government, banks, mid & large.
My biggest problem: distribution — partners in Brazil and beyond.

How the business runs now

Delivery is online

2

steps to a deal

A demo, then a contract.

0

warehouse, office

No warehouse. No office of my own.

2

channels today

Contacts in Finland and Brazil — and LinkedIn. Ads not running yet.

?

what I'm looking for

Partners in Brazil and other parts of the world — to sell, perhaps even to partner with me.

One person builds it all. The next step is people with audience and contacts — like you — willing to bring this to market along with me.

FriendlyAI

Don't trust the flock.
Verify it.

One founder, ten months, one flock —
built in Viitasaari, provable anywhere.

github.com/RBKunnela/awp friendlyai.fi dev@friendlyai.fi

RENATA BALDISSARA-KUNNELA · VIITASAARI · FINLAND