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AI Value Assurance & Outcomes Tracking

Track AI investments after deployment. Capture the outcome metrics that prove value, surface emerging risk before it materialises, and evolve governance as AI estates mature. Available as a quarterly assurance cycle, an ongoing retainer, or a point-in-time review.

What it is

An ongoing assurance function for AI systems that have already moved into production. Cube8 designs the outcome metric framework, validates the data feeds, runs quarterly assurance cycles, and produces the board-ready evidence that AI investments are delivering the value, risk posture and compliance position the organisation committed to. Available as a retainer for continuous coverage or as a point-in-time review for specific decisions (e.g. renewal, scaling, sunset).

Who it's for

Chief Finance Officers, Programme Directors, AI Programme Leads, Information Governance and Audit leads who need ongoing oversight of deployed AI systems. Particularly relevant where the board has approved AI investments and now expects regular evidence that those investments are paying back. Also relevant under regulatory regimes that require post-deployment monitoring.

Cadence
Quarterly cycle
Format
Retainer or fixed-fee
Point-in-time from
£15,000 +VAT
Retainer from
£4,500/mo +VAT
What's covered

Assurance Components

Deliverables

Board-Ready Output

Six recurring deliverables. The retainer version produces these quarterly; the point-in-time version produces them once for a specific decision (renewal, scaling, sunset).

Framework Mapping

How This Maps to SAGF and the Lifecycle

SAGF Faces covered

  • Face 6 · Value & Lifecycle (full operational application)
  • Face 2 · Governance Architecture (post-deployment health)
  • Face 4 · Risk & Regulatory (ongoing control validation)
  • Tracks maturity progress across all six faces over time

Lifecycle position

  • Phase 5 of the six-phase Cube8 AI Enablement Lifecycle
  • Begins when AI systems reach production
  • Often delivered via retainer (3, 6 or 10 days/month tiers)
  • Outputs feed back into Phase 2 (Strategy) for the next planning cycle
Where Next

Continuing the Journey

Discuss an assurance engagement

Tell us which AI systems are in production, what reporting exists today, and what the board is asking for. We'll respond with retainer or point-in-time options within two working days.

Get in touch →