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Dipankar Sarkar — AI Enablement, Contract AI Engineering & Delivery

Enable your people, embed an AI engineer, or deliver the system. Hands-on AI enablement, contract AI engineering and scoped AI delivery for US, UK and EU teams.

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llms.txt
https://www.dipankar.co/llms.txt
llms-full.txt
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AI and machine learning
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Documentation: developer or product docs worth reading, nothing to call
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2026-10-27T11:46:57.598Z
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The beginning of the file, from our validated copy saved 2026-10-27T11:46:57.712Z. Cached copy · Source on dipankar.co

# Dipankar Sarkar — AI Enablement, Contract AI Engineering & Delivery

> Enable your people, embed an AI engineer, or deliver the system. Hands-on AI enablement, contract AI engineering and scoped AI delivery for US, UK and EU teams.

## Identity & Disambiguation
Full name: Dipankar Sarkar. IIT Delhi (B.Tech Computer Science) and Arizona State University (M.S. Computer Science) alumnus.
Founder of Neul Labs. Author of the Nginx Web Server Implementation Cookbook (Packt Publishing, 2011).
Not to be confused with the Indian film critic or cricketer of the same name.

## How to engage
Three buying routes: (1) AI enablement — help a team change how it works with AI; (2) contract AI engineering — Dipankar joins your team under your manager; (3) AI delivery — a bounded outcome with acceptance criteria and handover. Fractional technical leadership is available as a supporting service.
Who does the work: Dipankar Sarkar personally. Where a specialist would help, they are named, disclosed and approved by you before they start. There is no bench and no silent substitution.
Availability: Capacity is checked against each brief before any commitment. Nothing on this site is a promise of availability on a particular date.
Contract rate: $4,800 / £3,800 per day ($600 / £475 per hour). Fractional retainer: From $8,000 / £6,500 per month. Diagnostic: From $5,000 / £4,000 fixed scope. Enablement pilot: From $25,000 / £20,000 fixed scope. Scoped delivery: From $25,000 / £20,000 fixed scope. (Prices exclude VAT/sales tax and pre-approved travel. Scope, payment milestones and notice are confirmed in writing per engagement. Reviewed 2026-10-07.)
Send a brief: https://www.dipankar.co/contact/
Full-text corpus: https://www.dipankar.co/llms-full.txt

## AI Enablement
Help a team change how it works with AI: one workflow at a time, measured, with an internal owner.
- [Measure AI Adoption Beyond Licence Usage](https://www.dipankar.co/resources/ai-adoption-measurement/): Licence dashboards show who logged in, not whether the work changed. Enter your own figures for one workflow: people, licences, weekly active users, task volume, minutes per task before and with AI, and rework and quality pass rates. The worksheet returns licence utilisation, workflow adoption, gross and rework-adjusted hours saved, quality change, and flags such as high usage with no time saved.
- [Rescue a Stalled AI Rollout](https://www.dipankar.co/services/ai-adoption-rescue/): If you bought AI licences and ran training but staff have not changed how they work, commission an adoption rescue before buying more. In a fixed-scope diagnostic I find where adoption breaks in one team (access, trust, fit or habit), redesign one workflow with its users and reviewer, and leave a repeat-use measurement plan your rollout owner can run.
- [AI Champions and Train-the-Trainer Programme](https://www.dipankar.co/services/ai-champions-programme/): If you need people inside the business who can teach colleagues and keep
…

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