From workflow bottlenecks to AI-native operations.

Strategy. Infrastructure. AI coworkers. One engagement, all disciplines working together.

Four disciplines. One operating model.

Agentic Data Modernisation

Agentic Data Modernisation

Most data migrations take too long and cost too much because they rely on large teams doing repetitive work. We use AI agents to handle schema mapping, code generation, and pipeline QA in parallel, under a single senior engineer. You get a production-grade data foundation in a fraction of the time and cost.

AI Process Automation

AI Process Automation

Every enterprise has hundreds of processes still running on manual effort and tribal knowledge. We identify the ones where AI creates the most leverage, build the right coworker crew, and deploy it on your infrastructure. Not a pilot. Not a prototype. Something that runs.

AI Strategy & Consulting

AI Strategy & Consulting

AI strategy without a production path is just a slide deck. We help enterprises figure out where AI actually changes the economics of their business, sequence it for ROI, and build governance frameworks that regulators recognise. You leave with a clear plan and the team to execute it.

AI Readiness Assessment01
Operating Model Design02
Business Case Modelling03
Governance Frameworks04
Multi-Agent Systems

Multi-Agent Systems

Beyond automation, this is where we build the AI systems that didn't exist before. Multi-agent crews that make decisions, pipelines that run without human triggers, and infrastructure designed to compound. For regulated industries in APJ that need this to work in production, not just in a lab.

Agentic VM Migration01
Loan Origination02
Hyper-personalisation03
RM Enablement04

We became AI-native before helping others do it.

OBZ doesn't consult on AI transformation from the outside. We've been through it ourselves. Recruiting, delivery, proposal generation, data engineering, and knowledge operations all run through AI coworkers inside OBZ today. Every framework we bring to a client has already been stress-tested on our own business.

That changes what we're willing to commit to. Most consultants arrive with a methodology. We arrive with something already in production, and a clear view of what breaks along the way.

We don't sell what we haven't shipped. Every tool, framework, and coworker we recommend is already running inside OBZ.
Niket Vaidya
Niket Vaidya
CEO & Co-Founder · OneByZero

What we believe.

These aren't values on a wall. They're the decisions we make when a client asks us to cut a corner.

01

AI coworkers are employees, not tools.

02

Governance must exist before autonomy.

03

Production matters more than prototypes.

04

Human accountability cannot disappear.

05

Enterprises will own their own AI workforce.

06

AI-native firms will outperform labour-scaled firms.

You already know the process that needs fixing.

Most engagements start with one broken workflow and a team that's been working around it for too long. That's enough to start. We'll find the rest.