A small, senior team that makes businesses AI-native, from the inside.
ExponenLabs is a small, senior team that works inside your company, not on the sidelines. We map how the work flows, decide where AI belongs, build it, and leave the owners with a business their own team can explain, run and keep improving.
Owners bring us in as their Chief AI Officer. Founders hire us as their CTO. Development agencies bring us in under their own brand. Same people, same method, every way.
You speak to the senior lead who would do the work. If we are not the right fit, we will say so.
Month to month. Stop any month, keep everything.
Get your AI operating plan (2 min)
Why we exist
Most small and growing companies cannot justify a full-time CTO or Chief AI Officer. So the decisions that matter most — how the work should flow, what to build, what to buy, what to leave alone — get made by whoever happens to be nearest: a contractor, a vendor, or a tool.
We built ExponenLabs to make startups and SMEs AI-native, from the inside. One senior team runs one method (map the work, close the loops, build the harness, feed it your knowledge, tune the instructions) and hands over a business that keeps improving. A fractional CAIO leads it across the business; a Forward Deployed CTO leads it in your product.
Three ways to work with us
The work is the same either way. What changes is whose name is on it.
Businesses changing how they run
We are your Chief AI Officer
You want the business itself to run on AI, whether or not you build software. We map how the work flows, put agents on the repeated parts with guardrails, set up the loops that improve them, and train your people to run it.
Startups building a product
We are your CTO
You have no senior technical leader, or the one you have is stretched. We take that seat: we decide what is worth building with AI, build it, and train your team to run it.
Development agencies
We are your CTO, under your brand
Your team can build anything. What is missing is a senior owner for the AI and cloud calls on a given deal. We join white-label, scope and lead that work, and sit in front of your client as part of your agency.
What we hold to
Senior people only
You work directly with the engineers who design and ship the system. There is no account layer in between, and no handoff to a junior team once the work starts.
Honest about what AI does
AI-assisted teams ship meaningfully faster, not ten times faster. We will tell you where AI earns its keep, and where a simpler fix does the job better.
The client owns everything
Code and data sit in the client’s own accounts from day one. We document as we build and train the team while we work, so nobody is locked to us.
We will say no
Part of the job is saying an idea is not worth the money. We would rather lose the work than build something that is not needed.
Who you actually work with
Two decades of senior engineering leadership, pointed at your business — not a sales team, and not a bench of juniors.
A small, senior group. Between us: trading and financial platforms for Fortune 500 clients, compliance-grade systems running in more than a hundred countries, and cloud engineering across three continents. We have taken products from nothing to shipping and stayed to scale them.
What that has been worth in practice: $1.75M raised on the strength of a technology story and the roadmap behind it, $1M of revenue growth by platform transformation, and more than $10M of delivery for global financial institutions. We have sat in the CTO seat for 20+ startups and small businesses through their 0-to-1 and 1-to-10 stages, and guided 20+ more.
We are still hands-on. The AI Engineering Cookbook and Recursive Agentic Improvements are two of our open-source projects.
- $1.75M raised
- Investment secured on the technology story and the roadmap behind it
- $1M revenue growth
- From one platform transformation: 85% more engagement, 90% better operational efficiency
- 20+ years
- Engineering and Product leadership across enterprise and startup
- Global delivery
- Teams of 50+ across three continents
- Regulated systems
- Compliance-grade platforms running in production
- AI and cloud architecture
- Agentic, distributed systems, retrieval, multi-cloud
- MBA
- Product Leadership and Design Thinking
- Singapore Management University (SMU) & Harvard Business School
- Executive Education on AI
Thirty minutes, no commitment. You will be speaking to the person who would do the work, and the first thing we agree is whether we are the right fit.
Make your business AI-native, starting this month.
You speak to the senior lead who would do the work. If we are not the right fit, we will say so.