SEEKING DESIGN PARTNERS We are early stage, with a working product seeking Design Partners at no cost while we refine the platform in exchange for honest feedback.

Become a Design Partner
The Problem

Enterprises Have No Benchmark
for AI Adoption

Most companies have invested in AI tools but have no way to measure whether teams are actually using them, which workflows have been transformed, or how their adoption compares to industry peers.

83%
of enterprises can't measure AI adoption by department
1 in 10
organisations have a standardised AI adoption benchmark
64%
of AI tools go unused within 90 days of deployment
How It Works

Three Dimensions of
Your AIM Score

AIM Score is a single benchmark (0–100) that quantifies your organisation's AI adoption maturity and compares it against industry peers. The metric your board actually wants, derived from the token and usage data you already generate.

Adoption Visibility

See exactly which departments, teams, and workflows are actively using AI and at what depth. Move from having AI tools to knowing where AI is working.

Optimisation Recommendations

Surface underperforming workflows, underutilised tools, and departments where adoption has stalled. Turn your AIM Score into a prioritised action list, not just a number.

Business Context Intelligence

Understand AI usage in the context of your actual business: which use cases are gaining traction, which teams are leading, and where investment is delivering real workflow change.

Drive improvement with your AIM Score

What Your AIM Score
Unlocks

Use our platform to measure, improve, and control AI performance across every team.

62/ 1000100AIM 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 AIM 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 — capabilities that 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 AIM Score.

Get Started

Stop managing AI potential.
Start managing AI performance.

Measure AI adoption across your organisation and see where AI is working, where it isn't, and what to do next as an early Design Partner.

Become a Design Partner