Designing agentic AI systems, and being able to prove it.

Fractional technical leadership, multi-agent system design, and research tax credit documentation for software and AI projects. Accredited for the French research and innovation tax credit schemes by the ministry in charge of Research.

Engineer, 28 years in software engineering and information systems, including eight in product and R&D leadership at a software vendor.

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CIR and CII accreditations

AGGIL R&D & IT Outsourcing is accredited for the French research tax credit (CIR) and innovation tax credit (CII) by the ministry in charge of Higher Education and Research (2024, 2025 and 2026). SIREN 509958864.

Expenses incurred with an accredited provider may be included in the client company's tax credit base, under the conditions set out in Article 244 quater B of the French General Tax Code.

Services

Fractional technical leadership

Architecture, steering of teams and agents, technology choices, governance of the information system.

Delivered : Dated architecture decisions, review reports, technical roadmap.

  • Technical and organisational assessment — 3 days.
  • Ongoing engagement — 2 to 4 days per month, six-month commitment.
  • Extended format — 1 to 3 days per week. Two concurrent engagements at most.
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Agentic systems and RAG

Design, production rollout, logging and traceability of multi-agent systems and knowledge bases.

Delivered : Architecture, system instruction files, scope rules, evaluation set, session logs.

  • Scoping and architecture — 5 days.
  • Prototype under real conditions — 15 to 25 days.
  • Production rollout, on quotation.
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Research and innovation tax credit — software and AI

Scientific and technical section of the claim, state-of-the-art documentation, characterisation of technological barriers, support during audits.

Delivered : Eligibility note, scientific and technical section, inventory of supporting evidence.

  • Eligibility review of one project — 2 days.
  • Scientific and technical section — 5 to 10 days per project.
  • Support during an audit — 3 to 8 days.
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AI system compliance and governance

Transparency obligations, ISO/IEC 42001, mapping of AI uses, system documentation.

Delivered : Map of AI uses, documentation file, decision register.

  • Mapping of AI uses — 5 days.
  • Documentation of one system — 10 to 15 days.
  • Preparation for certification, on quotation.

API connections and ERP integration

Integration of AI with existing tools (ERP, CRM, e-commerce), data synchronisation, access logs.

Delivered : Connectors, integration documentation, access logs.

  • On quotation.
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What is documented

An agentic system is steered through the records it leaves behind. These are the artefacts written at design time, and kept.

Logging

Agent actions are logged. The retention period for those logs is set at design time.

Traceable answers

Answers cite their sources. Each decision stays attached to the data that produced it.

Human validation points

The points where a person validates are placed in the architecture, and leave a dated record.

Refusal and scope rules

What an agent must not do is written down, versioned and tested before going live.

Dated documentation

Instruction files versioned in the repository, dated architecture decisions, evaluation sets kept.

A project, a claim, an architecture to review

Describe the context and the question. The answer will state what is feasible, in what form, and in how many days.

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