ENGINEERING PROCESS

A controlled path from problem definition to operational readiness.

Each project moves forward with clear scope, assigned owners, and acceptance criteria. Each stage is structured around a reviewable deliverable and an explicit decision to continue.

SCOPE / OWNERS / EVIDENCE / DECISIONS

  1. STAGE01

    Problem and context

    We define what needs to change, for whom, and how the outcome will be measured.

    DELIVERABLE

    Technical problem definition and success criteria.

    EXIT CRITERIA

    Objective and metrics are agreed; owners, data sources, and risks are identified.

  2. STAGE02

    Scope and architecture

    We define the scope, architecture, data, integrations, and controls before building.

    DELIVERABLE

    Proposed architecture and prioritized scope.

    EXIT CRITERIA

    Dependencies, permissions, and controls are confirmed; risks and technical criteria are agreed.

  3. STAGE03

    Incremental development

    We build through small, verifiable, and traceable increments.

    DELIVERABLE

    Working version in a controlled environment.

    EXIT CRITERIA

    Agreed tests are passed; code, data flows, controls, and documentation are reviewed.

  4. STAGE04

    Validation

    We validate requirements, security controls, and AI behavior using agreed test cases.

    DELIVERABLE

    Test report, findings, and residual risks.

    EXIT CRITERIA

    Acceptance criteria are met; every residual risk has an owner and a recorded decision.

  5. STAGE05

    Operations and evolution

    We operate with metrics, alerts, and traceability. We improve with evidence.

    DELIVERABLE

    A system operating with monitoring and an evolution plan.

    EXIT CRITERIA

    Metrics are monitored and alerts are active; owners are assigned and a response protocol is defined.

CROSS-CUTTING CONTROLS

SECURITY / DATA / QUALITY / OBSERVABILITY / DOCUMENTATION