Working AI on your own data. In weeks, not quarters.
Tech Pundits is a founder-led AI engineering and technology consulting firm. We take enterprises and growing businesses from strategy to production: fixed-price pilots built securely on your own data infrastructure, then custom, enterprise-grade AI systems we stay to run and monitor.
- ScopeOne problem, a fixed price
- BuildOn your data, demoed weekly
- ProveMeasured against your goal
- DecideScale it, or stop with no lock-in
Experience that spans leading organizations.
Our team brings hands-on experience from complex technology, data and transformation programs across healthcare, financial services, energy, retail, media and technology.
- 20leading organizations our team has worked with
- 10industries, each with its own rules and data
- 5capability areas, delivered by one team
- 1fixed price, agreed before any pilot starts
Beyond the demo. Into the business. One accountable team brings strategy, data, engineering and operations together, so what we recommend is what we deliver.
-
The fastest route to proof
Start with a fixed-price AI pilot
One problem, an agreed scope and price, and a working system on your own data in weeks.
How a pilot works -
In development
Six AI products we're building next
From a data layer that connects every department to a secure AI workspace for teams that can't use public tools.
See the pipeline -
Ways to work with us
Pilot, project or ongoing partner
Start small and prove it, commission a full build, or keep a senior team on hand as your AI grows.
Find your starting point
Small enough to move fast. Built to scale.
Pick one problem that costs you time or money. We agree the scope and the price before any work starts, build a working version on your own data, and show it to you every week. At the end you'll have something real to judge, not a slide that promises it.
-
A fixed scope and a fixed price
Both are agreed in writing before work starts, so the budget you approve is the budget you pay.
-
A working tool on your data
Built against your documents, your systems and the questions your customers really ask.
-
Senior people on every call
The people who scope your pilot are the same people who build it and answer your questions.
-
An honest go / no-go
When it works, we plan how to scale it. When it doesn't, you learn exactly why and walk away free.
Strategy to operation. One team.
Strategy, data, engineering and ongoing AI operations in one team, so you don't have to coordinate separate advisers and delivery partners.
-
01
Strategy & Advisory
Find where AI creates measurable value, rank the opportunities, and turn the strongest one into a delivery plan you can act on.
-
02
Data & Knowledge Foundations
Get documents and operational data ready, with the governance and retrieval behind AI that gives dependable, sourced answers.
-
03
AI Systems
Assistants, agents, generative AI and machine learning, built around the way your business actually works.
-
04
Digital Products & Integration
Customer and employee products with AI built in, connected securely to the systems your organization already uses.
-
05
MLOps & Managed AI
Monitor quality, cost, security and performance after launch, so the system keeps delivering the result it was built for.
Industry depth. Real experience.
Ten sectors, each with its own data, rules and ways of working, and the experience behind them.
All industriesNext in line. Already in development.
Products we're taking from prototype to production, each aimed at a problem we keep running into at large organizations: data spread across departments, slow manual reviews, front desks that can't keep up.
Each one is built by the same senior team you'd meet on a first call.
In the pipeline —
Work we've shipped
Senior people. Direct accountability.
Big consultancies send partners to win the work and juniors to do it. We don't. Tech Pundits is run by its founders, and the people you meet on the first call are the people who design, build and support what you buy.
Strategy and engineering sit in the same team, so nothing gets lost in a hand-off. We use AI to move fast, and people review everything before it ships.
Who you'll work with
How we behave
Outcomes over output
We measure ourselves by what changes in your business, not by hours logged.
Plain talk
No jargon and no hype. If AI isn't the right answer, we'll tell you.
Responsible by default
Your data stays yours. Privacy, security and audit trails are built in from day one.
You own it
Code, documentation and know-how are handed over, so you can run it without us.
A clear path. No surprises.
Most clients start with a pilot. What happens next depends on what the pilot proves.
From first call to running system
- 1
Discover
We learn how your business runs and where time and money leak.
- 2
Design
We pick the idea worth proving and agree what success looks like.
- 3
Build
Short cycles, weekly demos, people reviewing every line the AI writes.
- 4
Launch
Rolled out with guardrails and training, so your team trusts it.
- 5
Evolve
We measure against the goal, then tune, extend or retire it.
Notes from the field
One problem. One focused conversation.
Tell us where work is slow, expensive, inconsistent or hard to scale. Someone senior reads every message and replies personally, and will help you decide whether AI is the right approach and what a sensible first step looks like. You don't need a finished brief; a short description of the problem is enough.