Forward-deployed engineering · October 2026

Native AI in production, owned by your team

I work inside your team, build the whole stack with your engineers (context, models, agents, evaluation, security, deployment), prove it against your own baseline and leave it running in your environment. If AI is not the answer, I say so in writing.

The four deltas, each with the number that proves or disproves it

01

One owner, full stack

Architecture, build and governance held by one accountable builder, so nothing is lost between a strategy deck and an integrator. Measured by handoffs removed and days from question to decision.

02

An evaluated slice in weeks

A working, measured slice of one workflow within three to four weeks of data access, with written gates to continue, change or stop.

03

Governance built in

Authority bands, permission receipts, red-team and a tested kill path before go-live. Measured by the share of agent actions carrying an authority receipt.

04

Open-source cost and sovereignty

Open-weight models wherever blind evaluation on your cases shows parity; data stays in-region. Measured by cost per resolved case against the frontier baseline.

The brief for your sector

01

Capability dossier (all sectors)

02

BFSI edition

Banks, NBFCs, insurers, fintechs, capital markets. Two-page brief (PDF) · One-page overview (PDF) · Poster (image)

03

Healthcare & life sciences edition

Hospitals, diagnostics, payers, pharma. Two-page brief (PDF) · One-page overview (PDF) · Poster (image)

04

Industrial, energy & AEC edition

Manufacturing, energy, engineering and construction. Two-page brief (PDF) · One-page overview (PDF) · Poster (image)

05

IT services, SaaS, GCC & BPM edition

IT services, SaaS, capability centers, BPM. Two-page brief (PDF) · One-page overview (PDF) · Poster (image)

06

Retail & consumer edition

Retailers, consumer brands, marketplaces. Two-page brief (PDF) · One-page overview (PDF) · Poster (image)

07

Logistics & supply chain edition

Logistics providers, forwarders, 3PLs, supply-chain teams. Two-page brief (PDF) · One-page overview (PDF) · Poster (image)

08

Telecom & media edition

Operators, digital service providers, media. Two-page brief (PDF) · One-page overview (PDF) · Poster (image)

09

PE & portfolio operator edition

Private equity, venture, operating partners. Two-page brief (PDF) · One-page overview (PDF) · Poster (image)

The full dossier for each sector (33 to 35 pages, with the architecture, governance controls, delivery runbook and every source) and the executive deck are sent on request: ask for your sector’s edition.

Every external figure in the dossiers links to its source. Figures from other organizations are their own published statements, not audited by me, and not predictions for your program.

Next step

Tell me the workflow or the stalled pilot

Within two working days you receive a written summary and a proposed starting shape. Commercial terms are agreed with the budget owner after the scoping call.