You've deployed AI tools. But is it actually working?

We measure the real impact of your AI investment across your workforce and show you exactly how to redeploy the people and capacity it frees up.

Get started
lab.humanlayerlab.com

Signal Library

Connected signals and adoption tracking

ChatGPT
Connected

ChatGPT

AI Tool

847 sessions/mo

Claude
Connected

Claude

AI Tool

312 sessions/mo

Cursor
Connected

Cursor

AI Tool

156 sessions/mo

GitHub Copilot
Connected

GitHub Copilot

AI Tool

423 sessions/mo

Linear
Connected

Linear

Project Management

2.4k issues tracked

Monday
Connected

Monday

Work Management

1.8k items/mo

Live Signal Feed

Streaming
Just now

ChatGPT session detected

MarketingContent generation
2m ago

Copilot completion accepted

EngineeringCode generation
5m ago

Claude conversation started

OperationsProcess documentation
8m ago

Jira task auto-categorized

EngineeringAI triage
Signal Intelligence

Four layers of intelligence. Always on.

We don't rely on surveys or self-reported data. Traction connects directly to the systems where work happens to build a real-time picture of your AI transformation.

Signal coverage

AI tools tracked12+
Internal integrations8+
Market sources50K+
Refresh cadenceContinuous

AI Tool Usage

Connect ChatGPT, Claude, Cursor, Copilot and see real adoption data. Not licence counts. Actual usage, by team, by role.

Internal Systems

Connect Toggl, Jira, HRIS, and time tracking to see how work patterns are shifting as AI tools take hold.

Market Intelligence

Always-on crawl of AI tool maturity, adoption evidence, displacement patterns, and emerging roles across your industry.

Temporal Drift

Re-analyse roles over time. Did automation land as predicted? Are projections tracking? What surprised you?

The Visibility Gap

You can see the tools.
You can see the licences.But can you see the impact?

AI tools are live across your organisation. Budgets are committed. But there's no structured way to know whether those tools are changing how work actually gets done, which teams are leading adoption, and what should be happening to your roles and org structure as a result.

Common symptoms

Licences purchased but adoption unclear
No way to measure ROI at the role level
Capacity freed but nowhere to track it
Teams adopting at different rates
What We Do

Measure. Track. Redeploy.

01

Measure Adoption

See which teams are leading AI adoption, where training is landing, and where it's stalling. By team, by role, by function.

02

Capacity Unlocked

Track hours freed per role. See where capacity is being created and how to redeploy your people into higher-value work.

03

Skills + Role Evolution

Understand which skills are available to redeploy, where new capabilities are emerging, and how roles should evolve as the wins get banked.

How It Works

Four steps to visibility

01

Upload Roles

Connect your HRIS or browse our pre-analysed role library.

02

Connect Signals

AI tools, internal systems, and market intelligence.

03

Anima Analyses

Our AI engine analyses every role across six intelligence layers.

04

Track Progress

Ongoing transformation reports across re-analysis cycles.

The Bigger Picture

As AI frees up time, what happens to the roles?

Measuring traction is only half the picture. As hours get freed and tasks shift, your roles don't stay the same. Neither should your org structure. HLL generates Living Job Descriptions that evolve in real time as roles change.

Role Overlap Detection

The platform surfaces where roles are overlapping, where they're naturally merging.

Emerging Roles

Entirely new roles are emerging from the capacity you've unlocked.

Living Job Descriptions

JDs that evolve in real time as roles change with every re-analysis cycle.

Longitudinal View

Every re-analysis builds on the last, giving you a longitudinal view of your transformation, not a snapshot.

Who It's For

Built for the people leadingthe transformation

For People Leaders

See where AI adoption is creating real impact across teams
Understand which skills are available to redeploy
Living JDs that stay current as roles evolve
Act on emerging role opportunities as they surface

For Executives

Lock in productivity gains with evidence-based reporting
Workforce structure evolution as capacity gets redeployed
Track transformation progress across re-analysis cycles
Executive Reports grounded in signal data, not surveys
Get Started

Ready to see if your AIinvestment is paying off?

[email protected]

We use cookies to improve your experience and analyze traffic.