The Transformation Gap

Deployment is only the start
of AI transformation

Access to AI does not show whether people can use it well, whether important workflows have changed, or whether the investment is producing business value.

Access
Giving people an AI tool does not create meaningful adoption.
Usage
Activity does not show whether capability or workflows are improving.
Impact
Anecdotes do not give leaders the evidence needed to direct investment.
Inside the Platform

A live platform.
Embedded in your stack.

PromptLeash connects to your AI stack and turns real usage into a board-ready view of adoption, productivity, and risk that updates continuously as your organisation works.

app.promptleash.ai/intelligence
AI Adoption Intelligence
Strategy & Governance · Organisation-wide overview
Adoption Score
78/ 100
↑ +12% QoQ
Prompt Quality
82+8 pts
Cost Efficiency
75+5 pts
Compliance
79+3 pts
Output Quality
71-2 pts
Adoption Breadth
630 pts
Productivity Uplift · Time SavedBeta
2,350Hrs
↑ +10% QoQ · by org unit
Technology820h↑ +12%
Operations640h↑ +10%
Finance420h↑ +4%
Retail Banking310h↓ -2%
HR160h↑ +1%
AI Risk Score3 flags
Low – Medium
Guardrail breaches, high-risk prompts, policy exceptions
Sales
82↓ +18%
Operations
61↓ +10%
Retail Banking
48↓ +4%
Finance
31↑ -6%
Technology
22↑ -12%
Top Use Cases
  • Classification of mortgage application documents
  • Extracting regulatory requirements from policy
  • Drafting client communications and reports
  • Organising daily calendar and scheduling
Recommended Action · +8 pts adoption
Assign an Operations AI champion

Operations sits at 42% adoption, the single biggest lever for org-wide score this quarter.

Illustrative product view. Live data is generated from your own AI usage once connected.

See it on your data, book a demo
The Transformation Journey

Know where you are.
See what comes next.

PromptLeash connects measurement to action, so teams can move from an AI rollout to repeatable improvement and credible proof of progress.

01

Assess

Establish a clear baseline of current adoption and capability.

02

Benchmark

Put current performance in context and make gaps visible.

03

Prioritise

Focus effort on the teams and workflows with the greatest need.

04

Improve

Guide adoption and track whether important behaviours change.

05

Prove

Give leaders credible evidence of progress and impact.

Take the transformation assessment
From measurement to improvement

Turn adoption evidence
into better decisions

Use a shared view of adoption to focus support, guide investment, strengthen governance, and show progress over time.

62/ 1000100ADOPTION SCOREAbove avg (52)

Prioritise Your AI Roadmap

Focus investment where maturity gaps are largest.

Optimise Cost & Performance

Spot inefficient models and redundant spend.

Strengthen Governance & Security

Surface policy gaps and shadow AI risks.

Benchmark & Track Progress

Compare to peers, measure improvement over time.

FAQ

Frequently Asked Questions

PromptLeash is an AI adoption intelligence platform. It measures how effectively your organisation is using AI today and builds the foundation for automated optimisation and governance tomorrow via intelligent recommendations to improve your organisation's adoption.

Most organisations are flying blind. Total LLM spend is climbing, but leaders can't see how effectively it is being used relative to people's roles. Measurement helps you direct investment, eliminate waste and improve adoption with internal and external benchmarking, across people and agents.

The Adoption Score is a single, board-ready metric that reflects your organisation's AI maturity. It blends prompt quality, cost efficiency, compliance, workflow adoption, and usage patterns into a 0-100 score that updates as your organisation evolves.

Any organisation using AI, from small teams to global enterprises. If you're spending money on AI tools, models, or workflows, PromptLeash gives you the visibility and control organisations are missing.

PromptLeash has been designed to meet the demands of highly regulated sectors like financial services, professional services, healthcare, and government where governance, compliance, and cost control matter even more.

Traditional observability tools track infrastructure, logs, and system performance, not AI usage behaviour. PromptLeash measures how AI is being used, where value is created, and where waste occurs. It provides adoption insights, workflow intelligence, and governance capabilities that observability platforms were never designed to deliver.

Most cost tools show spend by model or endpoint. PromptLeash goes deeper: it ties cost to teams, workflows, prompts, and business value relative to the work each user should be doing with AI. This helps organisations guide spend on improvements that will actually move the needle.

Internal dashboards show what happened. PromptLeash shows what to do next. It provides benchmarking, optimisation, routing, governance, and policy enforcement. These capabilities require continuous investment and are difficult to maintain internally. PromptLeash becomes the AI control plane your internal tools plug into.

Yes. PromptLeash is designed to plug into your existing AI stack: LLM providers, workflow tools, internal systems, and custom applications. It works with what you have.

Reach out through the website, and we'll walk you through setup, integrations, and your first Adoption Score.

Get Started

Make AI transformation
visible and actionable.

Establish your baseline, identify the next priorities, and build evidence that leaders can act on.

Take the AssessmentBook a Demo