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Governance & Analytics

Analytics, FinOps & Value Tracking

Measure, track, and demonstrate the real value of AI across your organisation. From cost optimisation and usage analytics to ROI reporting and value realisation — prove the impact of every AI investment.

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Prove AI Value

The SMART: Platform's analytics suite gives you complete visibility into how AI is being used, what it costs, and the value it delivers. Track everything from individual interaction costs to organisation-wide productivity gains and citizen satisfaction improvements.


With FinOps capabilities built in, you can optimise AI spending across multiple LLM providers, set budgets per department, and ensure every pound spent on AI delivers measurable returns.

What You Can Track

  • AI Spend & FinOps

Cost per interaction, department budgets, and provider optimisation


  • Value Realisation

Time saved, cases resolved, and productivity improvements


  • Usage Analytics

Adoption rates, peak usage, and feature utilisation


  • Performance Metrics

Accuracy, resolution rates, and citizen satisfaction


  • ROI Reporting

Automated reports for leadership and stakeholders

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Model accuracy & quality scores

AI-powered forecasting of demand patterns, cost trends, and capacity requirements to inform strategic planning.

AI adoption rate by department

Automated reports for leadership, elected members, and stakeholders — demonstrating AI value in business terms.

Performance Monitoring

Track AI accuracy, response quality, resolution rates, and user satisfaction in real time across all channels.

Usage Analytics

Understand how AI is being adopted across your organisation — who uses it, how often, and which features deliver the most value.

Value Tracking

Measure the real impact of AI — hours saved, cases resolved faster, citizen satisfaction improvements, and cost avoidance.

AI FinOps

Optimise AI costs across multiple LLM providers. Set department budgets, track per-interaction costs, and automatically route to the most cost-effective model.

Key Capabilities

Complete visibility into AI performance, costs, and value across your organisation.

Cost per AI interaction

Model accuracy & quality scores

Budget utilisation by team

Time saved per employee

Citizen satisfaction (CSAT)

AI adoption rate by department

ROI per use case

First-contact resolution rate

Demand forecasting accuracy

Metrics That Matter

Track the KPIs that demonstrate real AI value to your organisation.

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Prove Your AI Value

See how analytics and FinOps capabilities help you optimise AI spend and demonstrate ROI.

Book a Demo
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