We invented
Talent+AI™
as the new unit
of managing work.
The job-based organization was engineered for the industrial era. We built the operating model — and named the category — that replaces it.
The job was built for the 20th century.
Talent+AI™ is built for this one.
AI doesn't fit inside a job description. It fits alongside talent — as a partner in delivering measurable value to identifiable customers. We redesigned the fundamental unit of economic participation. We call it Talent+AI™. The human brings judgment, relationships, accountability, and purpose. The AI brings speed, pattern recognition, memory, and tireless execution. Together they form something more capable than either alone.
2011
Year HCL began developing the service model
18-24
Months to achieve the Highly Adaptable Organization
5
Proprietary IP assets — all originated by HCL
0
Restructuring required before starting
Three interlocking ideas. One new category.
Built since 2011, proven with clients. HumanCentric Labs is the originator
of Talent+AI™, SMMS™, and the Highly Adaptable Organization.
Our Innovative Approach.
01
Talent+AI™ — the new unit of work
Talent and AI paired around a service — not a job. Together they form a unit that can be measured, optimized, and predicted within your existing financial model. The job is gone. Value delivery is the measure. Human Equivalence™ expresses AI work in the same unit as human work — %FTE — so both can be managed in a single model.
02
SMMS™ — the operating system
The Service Model Management System replaces job data with service data. Every individual maps their work as services delivered to identifiable customers — each rated on importance and quality. The gap between importance and quality is the value signal that drives all improvement. Accountability flows to the customer, not up the hierarchy.
03
HAO — the Highly Adaptable Organization
No overhead functions — only value creators. Finance, HR, Legal, IT: each becomes a margin-creating service provider measured by the same standard as every revenue-generating function. Resource allocation becomes a live signal of value flow. Achievable in 18–24 months.
Talent+AI™
SMMS™
ROTE
Human Equivalence™
K Factor
WHO WE ARE SEEKING
We attract. We do not sell.
We work with leaders ready to move beyond the performance gap — not to buy a service, but to build a new organizational model together.
1
Months 1-3Capture — map services and customers
Executive teams committed to achieving HAO and willing to serve as proof-of-concept partners. You move first. You gain the unfair competitive advantage.
2
Months 2-6Signal — capture customer value
Customers rate each service on importance and quality. The gap is the value signal. Improvement opportunities are ranked by potential service value impact — highest priority become projects.
3
Months 4-18Improve — implement and measure
Teams form around customer need, not org chart. AI augmentation is integrated where it accelerates delivery or creates capacity for higher-value work. ROTE connects outcomes to P&L.
4
Months 12-24Scale — convert overhead to margin
The service model expands to additional functions. Overhead converts to margin-creating value providers. There is no overhead in the HAO — only value delivered or value yet to be unlocked.
THE ROTE METRIC
"ROTE is to the Talent+AI™ era what ROCE is to the capital allocation era. It is not an improvement on existing metrics. It is the right metric for a different kind of resource."
HCL IP
ROTE — Return on Talent (Talent+AI™) Employed
Developed by HumanCentric Labs as the labor equivalent of ROCE. Service value divided by labor cost equals ROTE. The K Factor compares ROTE from financial data against ROTE from service model data — creating a continuously self-correcting signal connecting every service to the P&L.
"Structure follows value. It does not lead. When customer needs shift, service portfolios shift. When AI creates new capability, Talent+AI™ units absorb it — without waiting for a restructuring cycle."
We can demonstrate.
Not just describe.
CLIENT RESULTS — NOT PROJECTIONS
16.9%
Increase in total service value for a Finance Contracts Manager whose Talent+AI™ deployment freed capacity for a new high-value advisory service for Business Development. Full investment recovered within 12 months.
Active use cases across:
Finance operations
Customer success
Procurement
Legal & contracts
IT & infrastructure
HR & talent
Strategic advisory
THE COMPETITIVE CASE
of companies generating AI value at scale — McKinsey. The 95% are stalled. Early adopters who build the HAO now will be structurally harder to compete with — because adaptiveness, once built into the operating model, compounds.
5%
"The AI transition is not primarily a technology adoption challenge. It is an operating model challenge. The organizations that figure out Talent+AI™ integration at the model level will capture the transition advantage."
The window for early-adopter advantage is open now. It will not remain open indefinitely. The organizations that delay will find themselves competing against organizations that are structurally faster, more adaptive, and more financially transparent.
WHO WE ARE SEEKING
18 to 24 months. No restructuring required.
We work with leaders ready to move beyond the performance gap — not to buy a service, but to build a new organizational model together.
A
Early Adopter clients
Each individual maps their work as services to identifiable customers, achievable in a few hours. Immediate clarity on what work is actually happening, for whom, and how capacity is currently allocated.
R
Research Partners
Leading institutions who want to study and validate the HAO model at scale. The data exists. The methodology is rigorous. The findings will matter.
P
Channel Partners
Organizations committed to scaling Talent+AI™ integration for their enterprise clients — and who see the category opportunity as a market advantage.
T
Thought Partners
Voices who can amplify and support HAO as the next-generation organizational model — who believe human value must remain the organizing principle.
Ready to build the organization
the
AI era actually requires?
We work with executive teams ready to move beyond the performance gap. Not a POC. Not a consulting engagement. A new category — with client proof and a path that works in 18 to 24 months.
Michael GroveFounder CEO
Hunter HastingsResearch & Communications