People Equation

Redesigning work through { Talent AI }

Future Fabric [Org & Talent] TenX Labs [AI] OneNode [Nano GCC]
The Story
Before AI After AI
01 — The Conditions

Every enterprise has had to solve for four conditions.

02 — The Result

The pyramid was the outcome.

How a firm arranged itself was an answer to those conditions. Not a preference. An outcome.

03 — Decomposition

AI changed three of the four conditions.

Intelligence & Knowledge became abundant.
Coordination became cheap.
Judgement remained scarce & expensive.

04 — Recomposition

The organisation re-forms.

Roles don’t automate. Tasks do.

The conditions that produced the pyramid no longer hold true. So the shape changes. Now Judgement is needed throughout the work, not only at the top. An hourglass, an inverted pyramid, something else entirely: we do not get to know the shape in advance. It follows the actual work.

A person keeps An agent takes
Judgement
Expensive
Intelligence
Scarce
Knowledge
Limited
Coordination
Hard to scale
Abundant · cheap
Scarce · costly
Four conditions
JUDGEMENT INTELLIGENCE KNOWLEDGE COORDINATION
Pyramid
COORDINATION · RUNS THROUGHOUT KNOWLEDGE JUDGEMENT A human moves towards Judgement An agent takes Intelligence, Knowledge and Coordination
Decomposition
Organisation Shape
The Model

Redesign the work, ground-up.

Future Fabric, TenX Labs and OneNode are independent offerings. They are designed to overlap, because the work does.

You redesign the work once, at task level.

From there it is distributed across people & agents, organized in nano capability units. That is what makes an enterprise composite.

Talent Future Fabric AI TenX Labs Distributed Capability OneNode Composite Workforce Enterprise
AI Gym
Nano-GCCs
Outcome-Based Contracts
Three Capability Systems

Our Three Offerings

Each offering stands on its own and is bought independently. The overlap is where the compounding happens, and it is available whenever the client is ready for it.

Becoming AI-native, where agents carry the routine and your people carry the judgement, takes three things: capability built on your own workflows, an AI team hired by our AI leads rather than recruiters, and governance that keeps a growing estate under control.

How we drive value

How we measure performance of our engagements

Redesigning work changes three things for a CEO. Throughput, Efficiency and Growth.

Throughput

Speed to market. How much work gets through.

Jobs completed, same week
5 7
+
Efficiency

What that work costs.

Cost of capability
High Low
Growth

What the first two enable.

Rate of growth
17% 21%

An engagement is scoped to one path or a combination.

Whichever you choose is measured against your own baseline, on the process we actually worked on.

Figures are illustrative. Your baseline is set at the start of the engagement.

Let’s begin

Start with one outcome.

You do not have to take the whole model. Start with one process, one function or one entity, designed so the next part can follow. Choose the outcome you need to move, and we will look at where it is made in your work.

Choose an outcome, or start the conversation without one.

Where are you spending too much?

What is constraining growth?

Where is work piling up?

Start a conversation
Organisations we have done this work with
AeriesAjeenkya DY Patil University+AmagiAxisCadesBMWCleanEdge Resources+ClearRouteCosmo CabinetsCrashPlanCWX+DanfossDelValEC-CouncilFireCompassFPL Technologies+FramatomeGrowelGrowthArcHPSIFRCKAYGENKnorr-BremseM31Mistral
MIT Group of Institutes+MITCONMS RealtynexusolvePillerQBurstQuarksR SystemsRampREPLARivetSandvikSanghvi Movers+SelerixSGA IncShreeTechSILA+SKS FastenersSPS HospitalsTechnaviousTredenceUltra CorpotechXoriantXpedeon
A Summary

BUILDING A COMPOSITE WORKFORCE ENTERPRISE

Everything so far, in one view.

+
01 What changed

Intelligence, knowledge and coordination all became cheap. Judgement did not.

Abundant · cheap Scarce · costly
+
02 What it means

Work sorts task by task. The shape of the organisation follows.

Knowledge Judgement
+
03 What we do

Future Fabric, TenX Labs and OneNode. Bought separately, yet designed to work as one.

Future Fabric · Talent TenX Labs · AI OneNode · Distributed capability
+
04 What it is worth

Cost down, growth up, or more jobs finished in the same week. Against your own baseline.

Efficiency High Low
Growth 17% 21%
Throughput 5 7

Measured against your own baseline. Figures illustrative.

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FIELD NOTES for the Changing Enterprise.

Things we’re noticing about work, organisations and AI, shared as we learn.

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