Enterprise AI.
Built for production.

Writing
The AI Adoption Gap
Zain Hoda

Zain Hoda

I help companies drive real business outcomes using AI. I train teams, build software, and put AI to work in everyday operations.

Let’s talk

Get results with AI.Built. Deployed. Working.

Built on experience

Founder & builder

Vanna AI

I built Vanna to help people get answers from their data using AI. That work took me from open-source software to production deployments inside real businesses.

20K+ GitHub stars

Earlier experience

BlackRock BNY Mellon Bloomberg SAP

The work, in good company

Companies I’ve helped.

Explore the work

Ford

Ford

Built a dealer sales analytics portal for Ford Mexico, giving dealerships a way to explore their sales data through natural-language questions.

Volvo

Volvo

Enabled analysis of vehicle telemetry data using locally deployed small language models (SLMs).

Brynson

Brynson

Brought answers from real-estate data directly to customers through an AI assistant inside Brynson’s platform.

OPTX

OPTX

Brought natural-language data exploration into OPTX’s casino analytics product, helping users ask questions in the platform they already used.

Comerc Energia

Comerc Energia

Gave internal analysts natural-language access to company data, helping them explore questions without writing SQL for each one.

Tesla

Tesla

Confidential use case

Companies I’ve partnered with.

01 / How I work

From first use
to everyday impact.

  1. 01

    Discover

    Understand the workflow and the result that would make a difference.

  2. 02

    Decide

    Choose a focused use case and define what success looks like.

  3. 03

    Build

    Build and evaluate against your real data, tools, and business rules.

  4. 04

    Own

    Deploy, monitor, and improve as your team puts it to work.

02 / Three ways in

Start where you are.

Earlier writing

Let’s talk

What could AI
do for your business?