SBMUpdated 23 Oct 2026
Early version, updated weekly. Every claim is dated and sourced. Think something is wrong? Dispute it.
Map / 3. Compounds / Selling the finished work

Engineers deployed with the software

R3 CompoundsSelling the finished workLearning loopRisingScaling
Placement: a judgment drawn from the evidence, open to correction (dispute it).

The model

Definition
An AI vendor embeds its own engineers directly inside a customer's operations, alongside the software sale, to build bespoke integrations and workflows on-site, trading pure software margin for deeper account penetration and stickiness.
In one line
The vendor embeds its own engineers inside the customer to build on its platform, trading software margin for depth and lock-in.
What compounds
Each deployment becomes a template for the next, and deployed customers expand their use.
Who accelerates
Customers get working systems rather than tools; the vendor learns the customer's operations from inside.
What it displaces
Systems integrators and traditional consulting implementation.
Stops working when
If integration work becomes templated enough to self-serve, removing the need for bespoke engineers.

Evidence

Companies 2
Evidence items 2
Grades 1A 1B
Latest dated 2026-08-04
Counter-evidence 0

The three labels

3. Compounds · loop gain rising. The loop makes its users more able, so the gain itself grows.

Selling the finished work · money lands in the outcome, not the tool or the hours.

Learning loop · use, data, better product, more use.

Same rung and family

The tiny-team company
Digital workers priced as labor
The one-person company

Named companies 2 companies · grade per item

CompanyClaimDateGrSource
Palantir Technologies
US · public · best B
 Palantir reported Q2 2026 total revenue of $1.94 billion, up 93% year over year, with US commercial revenue up 149% year over year to $764 million, and raised FY2026 guidance to 82% YoY total growth and 134% YoY US commercial growth2026-08-04BYahoo Finance (reporting company earnings release)
OpenAI (OpenAI Deployment Company)
US · scaleup · best A
 OpenAI launched the OpenAI Deployment Company on 2026-05-11 with over $4 billion in initial investment, bringing in about 150 engineers via its acquisition of AI consulting firm Tomoro, and partnering with 19 investment/consulting firms (including TPG, Bain Capital, and McKinsey) to embed forward-deployed engineers in client organizations2026-05-11AOpenAI

Counter-evidence Reversals, failures and disputes

None recorded in the launch batch.

Sources 2

Yahoo Finance (reporting company earnings release) finance.yahoo.com · 2026-08-04
OpenAI openai.com · 2026-05-11