AI that acts. With real control.
MINERVA automates your company most critical processes without sacrificing traceability, predictability, or regulatory compliance. Built for businesses that cannot afford errors.
Talk to an expert
The problem with current AI agents
The most popular systems - AutoGPT, CrewAI, LangGraph - look great in demos. But they all share the same flaw: they trust decisions to a language model that fails in unpredictable ways.
Silent hallucinations
A model can invent data, references or decisions with the same confidence it gives correct answers. At scale, that means thousands of errors per year that go undetected.
No real traceability
Why did the system do what it did? With current approaches there is no evidence chain that an auditor, regulator or lawyer can follow years later.
No regulatory compliance
AI Act, GDPR, DORA. Generic agents are not designed to comply with them. The compliance layer always arrives late and with visible seams.
How MINERVA solves it
The strategy is architectural. AI understands what people ask for. A deterministic, auditable engine decides what to do. Specialized agents - the HYDRAs - execute on the real systems. And everything is logged.
AI understands
The language model interprets the request in any language and translates it into structured data. It does not make decisions: it only listens and prepares the ground.
The engine decides
A logic written by people, versioned and auditable, determines which action is appropriate. Hallucinations are blocked here, before reaching execution.
The HYDRA executes
The specialist agent executes the concrete action on the systems. It can only do what its predefined catalog allows. Nothing more.
Everything is logged
Who asked what, which rules were applied, what result was produced. A complete, structured and immutable record, available for audit years later.
What your company gains
Total predictability
Faced with the same request, under the same conditions, MINERVA does exactly the same thing. Two clients with identical situations receive identical treatment. This is a system property.
Zero invention
The system only executes previously defined actions. If a case falls outside scope, it escalates to a person instead of improvising. Hallucination is blocked by design.
Auditable traceability
Every decision has a reconstructible chain of evidence. An auditor or regulator can follow the reasoning years later. The AI Act is met by design, not with a retroactive patch.
Vendor independence
The language model is an interchangeable component. If today it is Anthropic, tomorrow it can be OpenAI or a local European model. The system behavior does not change.
Enterprise scale
Thousands of concurrent operations, high availability, fault recovery, full observability. Designed for serious production from day one.
The HYDRA family
MINERVA coordinates. HYDRAs execute. They are specialized agents that connect to the platform to do the concrete work in each area of your company. They can be added, updated or replaced without touching the central platform.
Document HYDRA
Processes PDFs, Word, Excel, paper photos, emails with attachments. Identifies the type, extracts the data, validates and files it where it belongs.
Accounting HYDRA
Automates repetitive accounting operations: incoming invoices, journal entries, bank reconciliation and book preparation.
Compliance HYDRA
Verifies in real time that each process complies with applicable regulations and generates a structured audit record.
Email HYDRA
Classifies incoming emails, drafts responses for frequent inquiries and escalates cases that require human intervention.
Banking HYDRA
Evaluates loan applications, queries credit bureaus, checks sanctions lists and prepares preliminary decisions with full justification.
Insurance HYDRA
Processes claims, validates coverage, reviews fraud indicators and prepares settlement according to business rules.
Legal HYDRA
Compares contracts against approved templates, identifies risk clauses and prepares the executive summary for the senior lawyer.
Custom HYDRA
For processes specific to your company or sector. Built on the base catalog. The number of HYDRAs is unlimited.
Real cases, by sector
Loan applications
A process that used to take three business days is resolved in hours. 95% of cases without human intervention. The rest reaches the analyst with all the groundwork done.
Claim processing
The client receives a response in timelines that were previously impossible. The human team focuses on the complex cases where their expertise adds real value.
Contract review
A 40-page contract reviewed in minutes. The senior lawyer goes straight to the points that require professional judgment without spending hours on the standard review the system already handled.
Treatment authorizations
The physician receives the answer quickly. The evaluation team works on complex cases not on routine authorizations that the system already resolves using the same criteria.
MINERVA vs. the rest
In baseline capabilities MINERVA holds its own against everyone. In the ones that matter for a serious company - predictability, no hallucinations, traceability, compliance - it is the only one that has them by design.
| Capability | MINERVA | AutoGPT | OpenClaw | CrewAI / LangGraph |
|---|---|---|---|---|
| Executes tasks autonomously | Yes | Yes | Yes | Yes |
| Connects to real systems | Yes | Yes | Yes | Yes |
| Processes documents | Yes | Yes | Yes | Yes |
| Orchestrates complex processes | Yes | Yes | Partial | Yes |
| Predictable and reproducible results | Yes | No | No | No |
| Executes only verified actions | Yes | No | No | No |
| Invents data or hallucinates | No | Yes | Yes | Yes |
| Auditable traceability by design | Yes | No | No | No |
| Compatible with AI Act / GDPR / DORA | Yes | No | No | No |
| Suitable for regulated sectors | Yes | No | No | No |
Ready to automate without risk?
We propose a scoped pilot: a real process, real data, a concrete scope. Success metrics are defined upfront between both parties, in writing. If results are not met, there is no large contract. If they are met, the pilot cost is credited against the contract.
Talk to an expert