Overview
The platform and the AI infrastructure
The Human Layer Graph
One living model of your workforce
Anima, the engine
Ingest, analyse, transition, traction
Agents, MCP and CLI
Let agents drive the platform
Signals and Integrations
Data in, intelligence out, read-only
Security and TrustEXT
Trust Center
Featured programmes
The four flagship ways in
All programmes
The full library, twelve across three phases
Discovery programmes
Baseline the work, role by role
Transform programmes
Redesign roles, stack and process
Traction programmes
Measure adoption from live systems
Our approach
How AI reshapes work, and how we tackle it
Our experts
AI and domain experts who run engagements
How engagements work
First call to live measurement
Forward-deployed alongside your team
Week by week, and exactly what you see
Why partner
An engine to lead transformations
How it works
You in front, the platform behind
Partner tooling
The MCP and CLI layer, partner-framed
The partner journey, application to renewal
Your agents. Every client's graph.
Insights
Frameworks, research and points of view
Roles
Task-level analysis across roles
Industries
AI impact by sector
By team and leader
Built for every leader
Compare
See how the model stacks up
Trust CenterEXT
trust.inc
Your AI transformation is firing your greatest asset
What is AI workforce transformation?
The challenges you face
AI is changing work faster than organizations can adapt. Sound familiar?
Content production is a commodity now
ChatGPT and Claude write blog posts, emails, and ad copy that pass the bar. Your content team is questioning their value. The role needs to shift from production to editorial judgment and brand voice.
Performance marketing is running itself
AI optimizes bids, targets audiences, generates creative variations, and runs A/B tests at scale. The performance marketer role is compressing fast and you need to plan for it.
Agency models are breaking
If AI handles production work, what are you paying agencies for? Contracts negotiated 18 months ago assume a world that no longer exists.
Brand and strategy are the only moats left
When every competitor can generate content at scale, differentiation comes from brand, taste, and strategic narrative. But your org is still structured for volume production.
More experiments, less signal
AI makes it easy to run more campaigns, more variations, more channels. Your team is drowning in optimization loops instead of driving the strategy that actually moves the business.
Creative talent will leave without a plan
Your best marketers want to do meaningful strategic work. If you cannot show them how their role evolves alongside AI, they will go somewhere that can.
How Human Layer Lab helps
Move from reactive firefighting to proactive workforce strategy
Quadrant analysis for every marketing role
Each task is classified as automate, augment, protect, or monitor. See exactly where content, performance, brand, and growth roles are heading, with projections at 6, 12, 18, and 24 months.
Living JDs that reflect the new marketing org
Forward-designed job descriptions for every marketing role showing what the role needs to become. From AI-assisted content strategist to brand editorial director. Versioned and exportable.
Role combination analysis for team restructuring
Detect overlapping tasks and skills across marketing roles. Model potential merges and see the headcount impact before you make changes. Data-driven agency restructuring guidance included.
Market benchmarks from real signal intelligence
Compare your marketing org against industry benchmarks drawn from job market data, AI tool adoption trends, and our curated Roles Library. Know where you stand with evidence, not guesswork.
Roles we analyze for you
Task-level analysis of the roles that matter most to your organization
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