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P5

Pilot Program Design

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90–180 days per pilot (2–4 weeks planning; 6–12 weeks implementation; 2–4 weeks evaluation)

1. Module Purpose and Context

This Module operationalises AI pilots for legal departments using a disciplined, defensible framework. It is used after USE-01 (Use Case Prioritization Matrix) and before USE-03 (Execution Roadmap).

Objectives:

  • Design AI pilots that prove value within 90–180 days.
  • Minimise legal, regulatory, and operational risk using Risk Taxonomy 2026 and GOV-03.
  • Ensure every pilot is registered and governed via the AI Bill of Materials (AI BoM).
  • Generate STR-08 ROAI evidence and DPS artefacts for Adoption and Sophistication lenses.

Scope:

  • Applies to each new AI use case selected in USE-01.
  • Applies to major AI system implementations, including agentic tools.

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2. Three-Phase Pilot Methodology

Phase 1: Planning and Preparation (2–4 weeks)

Strategic objectives

  • Define pilot scope, objectives, and success criteria aligned to USE-01.
  • Assemble cross-functional pilot team with clear roles and accountability.
  • Establish baseline metrics for all STR-08 quadrants (especially Q1 and Q2).
  • Register the AI vendor and system in the AI BoM (gating prerequisite).
  • Complete Risk Taxonomy 2026 assessment and populate GOV-03 entries.

AI BoM Registration Gate

No Phase 2 deployment is authorised until:

  • AI system card is completed (vendor, model version, capabilities, data processing).
  • Data processing terms are reviewed and accepted.
  • Security certification is confirmed (SOC 2 Type II or equivalent).
  • GOV-02 AI Use Policy scope is confirmed (approved use category).
  • Agentic Tier flag is set if the tool executes multi-step tasks autonomously.

Critical Phase 1 deliverables

  • Pilot Charter Document (see Section 5 template).
  • Risk Taxonomy 2026 assessment across all 9 classes for the use case.
  • GOV-03 Risk Register entries for Classes 2, 4, and 7 at minimum.
  • AI BoM registration confirmation for the pilot vendor.
  • Baseline metrics for all STR-08 tracking dimensions.
  • Success criteria and ROAI targets with executive sign-off.

Phase 1 success criteria

  • Executive sponsorship secured with budget and resources.
  • Pilot charter approved by all stakeholders.
  • Baseline measurements documented and linked to STR-08.
  • AI BoM registration confirmed.
  • GOV-03 Risk Register updated for this use case.
  • Risk Taxonomy 2026 assessment completed.

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Key Takeaways

  • Translate prioritised AI use cases into controlled pilots with clear scope, KPIs, and governance.

  • Use a three-phase methodology to move from planning to implementation to scaling decisions in 90–180 days.

  • Gate all pilots through AI BoM registration and Risk Taxonomy 2026 assessment before deployment.

  • Continuously monitor all nine risk classes and trigger GOV-05 for defined incident thresholds.

  • Measure ROAI using STR-08’s four-quadrant framework with baselines captured in Phase 1.

  • Produce DPS-grade evidence for Adoption and Sophistication lenses from Phase 3 outputs.

  • Apply a scaling decision matrix (Immediate, Conditional, Delayed, No-Go) based on must-have thresholds.

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Module Details

Type

Pillar

P5

Duration

90–180 days per pilot (2–4 weeks planning; 6–12 weeks implementation; 2–4 weeks evaluation)

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