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A career built on commerce at scale

A customer taps Buy. In the next second a storefront, an order system, a warehouse, a payment network and a courier each make a decision. When any two of them disagree, about stock, about price or about whether the order still exists, the customer finds out before the retailer does.

I have spent my career making those decisions agree. First in data and integration, then in product, and today at the table where strategy is set and enterprise deals are won.

Years in enterprise commerce
11+
Brands and partners
1,000+
Channels and integrations
500+
Markets with enterprise work
7

How I got here

Five chapters that shaped how I lead

Each chapter left me with one habit, and I still use all four every week.

  1. 2017

    Data and engineering at Vinculum

    Writing SQL and MIS reports taught me that most business questions are data questions in disguise. I retired 95 per cent of a team's manual reporting. Habit: make the number reproducible.

  2. 2018

    Integration and product at Vinculum

    Owning order, warehouse, point of sale and seller products at a million transactions a day taught me that software earns its reputation at peak, and that integrations are where peak breaks. Habit: design for the worst day.

  3. 2021

    Platforms for a national retail group

    Platformising B2B commerce for cash-and-carry, distribution and fashion businesses taught me to separate what every business shares from what makes each one different. Habit: shared core, configurable edge.

  4. 2023

    Building with AI, at full depth

    Winning the company's Generative AI Crackathon marked the point where AI moved from an experiment to the way I build. Since then I have built my most recent products myself with AI agents, and written the skills, quality gates and repository rules that let agents work to my standard. It taught me that output is now cheap and judgement is the scarce resource. Habit: agents do the volume, I own the check.

  5. 2025

    Product, growth and people leadership

    Leading the full commerce suite from manufacturing to delivery, an organisation of more than 100 people and enterprise deals in seven markets taught me two things. A product and the commitments made in its sale are the same thing, measured six months apart. And a large team moves at the speed of its clearest decision. Habit: sold scope equals delivered scope, and every team owns one outcome.

Principles

The principles I build by

  • Solve the problem, not the request

    More than 2,500 capabilities shipped, and none of them because someone asked loudly. Each began with a person who had a problem, a cost they carried and a way to tell when it was gone.

  • Read the raw material

    Summaries drop the detail that disagrees with the plan. I open the export, the log and the contract before I sign anything that matters.

  • Integrations are contracts about time

    Two systems can both be right and still disagree. Decide in advance who wins, and when.

  • Sold scope equals delivered scope

    What a buyer thinks they bought and what their teams use every day should be the same thing. Every gap is a cost someone pays.

  • Shared core, configurable edge

    Put what every business needs into the platform. Keep what makes each one different configurable, never hard-coded.

  • Design the check before the output

    AI made output cheap. Trust is still expensive, so the evidence an agent must show comes first.

  • Build to understand, ship with the team

    A prototype ends an argument. Production still goes through the same review as everyone else's code.

  • Fix the class, not the ticket

    A defect that comes back is a design question. Find the root cause once, and a whole category of failures stops.

  • Lead through leaders

    An organisation of more than 100 people moves at the speed of its clearest decision. Give every team one outcome and the authority to reach it.

Not very often do you come across a reportee you need to advise to work less. He could do in one day what others would take a week to do, and still be ready for more.

Vinit DubeyProduct Management Leader, who managed Farhan at Vinculum

Work with me

Let's build what comes next.

I work with operators, product leaders and founders on commerce platforms, marketplaces and building with AI. A short conversation is the fastest way to find out whether I can help.

Md. Farhan Khan: A Career Built on Commerce at Scale | Folio