Chatydata methodology

From data maturity to a governed AI pilot.

A practical journey, with clear steps and concrete deliverables, for companies that want to use AI agents safely and create value.

  • Focus on business cases, not isolated experiments
  • Context and governance before the model
  • Traceability and audit from the start
  • Responsible scalability, with ROI metrics

Methodology

A practical journey from intent to a working pilot.

Five clear steps, from data maturity to a governed pilot — each with concrete deliverables.

  1. 01

    Diagnostic

    We assess maturity, data sources, risks and opportunities.

  2. 02

    Opportunity map

    We prioritize use cases by impact, feasibility, risk and context quality.

  3. 03

    Context architecture

    We define how data will be organized, governed and served to agents.

  4. 04

    Controlled pilot

    We build and validate a pilot agent with metrics and traceable sources.

  5. 05

    Scale roadmap

    We plan the next steps to scale with governance, security and ROI.

Offers

Three formats to move forward at your pace.

Executive AI & Context Diagnostic

Typical duration, depending on scope: 1 to 2 weeks

Who it’s for

For companies still figuring out risks, maturity and opportunities.

Deliverables

  • Maturity analysis
  • Risk map
  • Initial source inventory
  • Prioritized opportunities
  • Executive report and next steps
Start with the diagnostic
Most requested

AI Context Sprint

Typical duration, depending on scope: 3 to 4 weeks

Who it’s for

For companies ready to prioritize use cases and design a practical architecture.

Deliverables

  • Context blueprint
  • Use-case matrix
  • Architecture design
  • Minimum governance
  • Pilot plan and 30/60/90 roadmap
Start with the diagnostic

Assisted Pilot with Real Data

Typical duration, depending on scope: 6 to 8 weeks

Who it’s for

For companies with a clear use case, ready to validate with real data.

Deliverables

  • Pilot agent in operation
  • Ingestion of selected sources
  • Answers with traceable sources
  • Quality metrics
  • User validation and scale recommendation
Start with the diagnostic

Start with the diagnostic

Is your company ready for AI agents?

Start with a free diagnostic and understand which data, processes and risks you need to address before scaling AI in your business.