Know where to focus your next AI investment.

Give AI leaders and business owners a shared view of where AI is used, how well it supports the work, and where improvement deserves attention.

Focus investment

Identify roles and workflows to investigate before committing more budget.

Build proficiency

Target support where people need help using AI effectively for their work.

Improve performance

Find patterns worth testing, improving and extending across the organisation.

Review progress

Use a consistent baseline to discuss what has changed and what to do next.

Available today

Understand AI use in the context of the work.

Adoption Intelligence brings approved AI activity into a view of teams, roles and workflows. See patterns of use, assess proficiency against the work a role requires, and investigate the gaps behind organisation-wide results.

Executive view

Understand patterns across the organisation and focus the next business review.

Manager view

Explore team and workflow evidence to guide coaching and process improvement.

Individual view

Help people understand their AI use and where to improve.

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
Evidence to review · high priority
Operations adoption is the widest gap

Operations shows the lowest adoption against role potential. For your team to review.

See the platform, book a demo
Explore Adoption Intelligence

From AI activity to a useful business conversation.

01

Connect across all sources

Agree which provider, application and agent logs are in scope.

02

Understand the work

Interpret activity using your organisation's roles and workflows.

03

Review the context

Validate mappings and findings with the people who know the work.

04

Choose the next improvement

Use the evidence to guide investment, training and process changes, then review progress.

Scenario

Turn a usage pattern into a decision you can test.

An operations team uses AI to summarise case documents. Its leaders want to understand where additional training or process changes could help.

Evidence to examine

Which roles use AI for the task, how their approaches differ, and which quality signals are visible in the approved activity.

Decision to test

Introduce a shared approach to summarisation and targeted coaching for one team.

How to validate it

Compare handling time, rework and reviewed output quality against the team's baseline before deciding whether to expand the change.

PromptLeash provides evidence about AI use. Your operational measures and business owners establish whether the change delivers value.

Discuss your use case

Analyse AI work within your environment.

PromptLeash runs inside your organisation's approved environment. You control the activity sources in scope, deployment and updates. Analysis runs separately from live AI requests, with access managed through your agreed configuration.

Approved activity sources

Local classification and aggregation

Role-based access

Explore deployment
Development direction

Build towards a workforce
of people and agents.

As AI takes on more work, leaders need to understand how roles, skills and responsibilities should change. The evidence built through Adoption Intelligence is the foundation for the capabilities we are developing next.

62/ 1000100ADOPTION SCORE
Available today

Adoption Intelligence

Understand AI use, proficiency and opportunities for improvement.

In development

Directing Investment

Tooling to help prioritise and monitor changes to roles and workflows.

In development

Workforce Transition

Exploring how to assess judgement, decision rights and critical skills as AI does more work.

Built around enterprise AI work.

PromptLeash is being evaluated in a live enterprise pilot. Our approach centres on understanding real AI activity in the context of the customer's roles, workflows and operating environment.

FAQ

Frequently Asked Questions

PromptLeash helps you understand how AI is used across your organisation, assess proficiency in the context of roles and workflows, and identify where investment, training or process changes deserve attention.

PromptLeash is designed for enterprise AI and transformation leaders responsible for improving how work gets done. It is particularly relevant where AI use spans teams and tools, and deployment must fit enterprise operating requirements.

We agree which activity sources are in scope and connect the available evidence to your organisation's roles and workflows. Coverage depends on the sources approved and connected in your deployment.

PromptLeash can analyse interaction content within the approved scope to understand the work being performed. Analysis runs in your organisation's environment, with the data sources and access arrangements agreed as part of deployment.

PromptLeash adds role and workflow context, maintained classification models and proficiency analysis to your approved AI activity. This helps teams use the evidence in decisions about investment, training and work improvement.

PromptLeash provides evidence about AI use and proficiency that can inform your investment case. Establishing realised returns also requires agreed business measures, costs and validation by the people responsible for the work. Any estimates should be distinguished from measured outcomes.

Today's product helps you understand AI use and identify where capability and work may need to change. Dedicated investment tooling is in development. Capabilities for judgement, decision rights and workforce resilience are a future direction being explored.

The current core analyses approved activity separately from live model requests. It provides evidence for your teams to review and act on.

Book a demo to discuss your priorities, see the current product and explore which data sources and workflows would be relevant to your organisation.

Bring your next AI investment question.

See how PromptLeash can help you understand current AI use, identify improvement opportunities and plan the next step for your organisation.

Book a demo