Corpus manager
Romanian and EU law, policy documents and statistical series, versioned with temporal validity and provenance on every fragment.
One core. Zero unsourced answers.
Both of our engines are being built on a shared architecture: a Romanian-adapted language model, a versioned knowledge base that knows which rule was in force on which date, and a verification layer that refuses to state what it cannot prove.
Presentation
Web applicationDOCX / PDF exportsOfficial document templatesWCAG 2.1 AA
API gateway
REST / GraphQLSSO · SAML · OIDCMFARate limiting
Application
Workflow engineEnterprise enginePublic policy engineDocument generationMulti-tenancy
AI services
Hybrid retrievalFine-tuned LLM servingClaim verification (NLI)Classifiers & rankers
Data
Versioned legal corpusVector indexRelational DBObject storageImmutable audit log
Platform
KubernetesMLOpsObservabilitySecrets managementCI/CD · IaC
How an answer earns its place
Retrieve
Hybrid lexical and semantic search over legislation, statistics and the client's own documents, chunked by article and paragraph.
Generate
A domain-adapted model drafts the answer inside a structured workflow, citing the passages it relied on.
Decompose
The draft is split into atomic claims, each linked to the exact source passage it depends on.
Verify
Our in-house entailment model tests every claim against its source. Unsupported claims are flagged or blocked.
Report
Each output will ship with an evidence report and a full log of sources, model versions and human edits.
The building blocks
Workflow engine
Methodologies encoded as multi-step, human-in-the-loop processes with review checkpoints and approval records.
Audit & explainability
An immutable record of prompts, sources, model versions, checks and edits, exportable for control bodies.
Identity & tenancy
Strict tenant isolation, role-based access, single sign-on and data residency chosen per client.
Document generation
Ready-to-file documents in the formats institutions and businesses already work with, with sources tracked inside.
Monitoring
Usage analytics, model drift and quality dashboards, and incident management for every deployment.