FRIENDLYAI · THE HOME OF PARVIOS
Customized AI literacy that grows into governed agents, AI defense and knowledge with cryptographic proof.
Start with one real need. Discover how far it can go.
Start with your people.
Customized AI literacy built around your real work. Leave with something useful your team has built.
Turn learning into useful work.
Agents that research, check and prepare, with clear limits and a human owner.
Keep people in control.
Know what the agent did, where a person decided and whether the record changed.
Prepare for AI-powered threats.
Authorized testing, practical fixes and independent retesting. Defense capabilities are in development.
Give knowledge a verifiable history.
Find documents by meaning. Trace their source and verify important changes with cryptographic proof.
Built in Finland with more than 15 years of quality-engineering experience.
01 · START WITH YOUR PEOPLE
Your team does not need another presentation about AI. They need to understand what AI changes in their own work, where it helps, where it can fail, and how to use it safely. We design the course around your people, your processes and your goals.
Each salesperson builds a personal coaching agent around their own sales script, customer questions and common objections. The agent helps them compare approaches, see what works, recognize where they are strongest and identify where they can improve. The goal is not to replace the salesperson. It is to help them sell better, earn more commission and feel that AI works for them.
Teams learn how to use AI to explore requirements, design stronger tests, examine failures and document evidence—while learning where human review is still essential. They leave with a repeatable workflow, not a list of prompts.
Leaders learn what can be delegated, what must stay under human control, how to judge AI output and how to introduce AI without losing accountability, security or trust.
The course ends with practical capability: your people understand AI, recognize its risks, and build or use something relevant to their real job.
Build a course around our team02 · WHEN LEARNING BECOMES WORK
When the right use case is clear, we build agents that research, check, prepare, coordinate and work across the web and business tools. The agent starts from a real responsibility, clear limits and a named human owner.
03 · CONTROL AND PROOF
For work that affects customers, money, compliance or company decisions, an answer is not enough. You need to know what happened, who or what acted, when it happened, what a person approved and whether the record was changed later.
Our governance layer records important actions, keeps human decisions visible and creates cryptographic proof that an independent reviewer can verify.
Designed to support audit evidence and compliance programs. This is not a claim of completed SOC or ISO certification.
See governed AI in action04 · AI DEFENSE
In development
We test AI systems, agents and digital services against authorized AI-assisted attack scenarios in controlled environments. We turn the findings into practical defenses, verify the fixes and repeat the test.
The goal is not fear. It is preparation: understand how AI changes the attack, test the weakness safely and prove that the defense works before a real incident does it for you.
Defense capabilities are in development and validation. A deployed autonomous defense service is not offered here.
Discuss an AI security assessment05 · KNOWLEDGE WITH PROVENANCE
Folders tell you where a file was placed. Metadata tells you what the file means. We build document systems where knowledge can be searched by meaning, connected across projects and traced back to its source.
Important documents and changes can be governed and signed cryptographically, so your organization can prove origin, responsibility and integrity instead of relying on filenames and memory.
THE TECHNOLOGY UNDERNEATH
You do not need to buy or understand every part. We select only what your situation needs. The products underneath share one purpose: useful AI with human control, visible evidence and security built in.
the human starting point.
In development
ParviClaw coordinates agent work. ParviSight supports work across the web. Together, they are being developed for useful tasks with human oversight and records of important actions.
In development
ParviGov is being developed to make actions, approvals and the integrity of records independently verifiable. Discuss the evidence your team or auditor needs before agreeing the scope.
Visit ParviGovIn development
AgenticTestari focuses on authorized security testing. Sentinel focuses on defense research and validation. Testing boundaries and permissions are agreed first; autonomous defense remains in development.
Visit AgenticTestariIn development
Graph Files is being developed to connect documents through metadata, preserve responsibility and change history, and support cryptographic verification of important records.
Visit Graph FilesIn development
ParviALMA is being developed to carry lessons from verified outcomes into future work, with responsibility and provenance kept visible.
Built while we validate. Product capabilities are being developed and validated; scope, readiness and access are agreed for each project. A product website is not evidence of general availability.
See all products in detailFriendlyAI is a Finnish company founded by Renata Baldissara-Kunnela, a software testing specialist with more than 15 years of experience, now building AI agent systems. Quality, human responsibility and verifiable results shape the work.
Renata Baldissara-Kunnela
Founder · FriendlyAI
Tell us which team, process or risk you want to improve. We will map the smallest useful starting point—often a customized AI literacy course—and show how it can grow into agents, governance, defense or governed knowledge when the need is real.
A few details are enough to begin. This form prepares an email in your own email app.
Or email us directly: [email protected]
