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AI integrated into business systems

Verifiable AI. Human decisions.

AI speeds up analysis, production and information processing. It stays integrated into your processes, governed by explicit rules, permissions, human validation and audit trails. The decision stays human.

Concrete use cases

What AI lets us do.

Fraud detection

Cross-checks, anomaly detection, risk scoring, cited supporting evidence.
E.g.: large-scale document control, forgeries spotted and justified.

Needs & signal detection

Monitoring and structuring of public or internal signals: needs, risks, opportunities.

Document due diligence

Structured extraction, consistency checks, cited sources and traceability.
E.g.: analysis of an M&A data room, risks surfaced and sourced.

Process automation

Supervised agents integrated into the IS: permissions, validation, logging, human oversight.
E.g.: reading a sale agreement, points to check highlighted — the operator decides.

AI-assisted migration

Rewriting systems stuck on limiting technologies — our systems expertise de-risks the migration.

Custom business development

Applications, workflows, portals, APIs and connected systems, including IoT, built for production.

Data first

Governed data, the foundation of reliable AI.

An AI is only verifiable if its data is. A large part of an organization's useful information is unstructured and scattered — emails, documents, PDFs. Before automating, we make it reliable.

De-siloing, extraction, structuring and traceability: we put the data back in order so AI can rely on a clean, governed and auditable base.

What it changes
  • Sourced answers, traceable back to the original document
  • A governed base: permissions, versions, traceability
  • Fewer hallucinations, verifiable checks
Under control

Demanding AI, built for production.

Deterministic rules first; AI backing them up on ambiguous cases, with sourced, verifiable answers. An architecture designed to reduce hallucinations, trace sources and keep usage within bounds.

Humans stay in charge of decisionsExplainable, traceable & sovereign AI when neededData kept under control
  • Senior engineers augmented by AI — workload cut by a factor of 3 to 10 depending on the project.
  • Controlled deployments — sovereign or hybrid, depending on your constraints.
  • Traceability & audit — every decision justified and defensible.

A case or a process to make more reliable with AI?

Bring us a real case. We assess feasibility, the level of proof you can reach and the expected gain.