Know where AI pays off.
Before you spend.
We help you pick the AI work that pays, prove it on one real workflow, and run it safely in production. You decide at every step whether to go on.
For manufacturing, healthcare, law enforcement, customs and government teams.
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Step 1 · 2–3 weeks · fixed feeReadiness SprintWhere you stand, and what to fix first
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Step 2 · 4–6 weeksRoadmapThe few use cases worth funding, ranked
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Step 3 · 8–12 weeksPilot-to-ProductionOne real workflow, live, with go/no-go evidence
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Step 4 · OngoingEmbedded AdvisoryYour team scales it, with us alongside
Everyone is told to “do AI.”
Few get it into production.
The pressure is real. The path isn't clear. We see the same four problems again and again:
Pilots that never scale
The demo impressed. Two years on it still runs in one team, because integration, controls and running costs were never planned.
AI use nobody approved
Staff paste sensitive data into public chatbots to get work done. It leaves the building with no record and no control.
No one owns the risk
Boards, customers and regulators ask where AI touches decisions. No one has the answer, or the evidence.
Data that can't carry the load
Projects get funded before anyone checks whether the data and systems can support them.
Each of these costs far less to fix before you build than after.
Clear answers.
Before you commit budget.
Every engagement helps leadership make four calls with confidence: what to fund, what to fix, what to pilot and what to stop.
Spend where it pays
Use cases ranked by business value and by how hard they are to deliver, so budget goes to the few that matter.
Know what to fix first
An honest score for your data, systems, skills and processes, with a costed fix for every gap.
Pass the audit, not just the demo
Human sign-off, audit trails and security built in from day one, not bolted on at the end.
Your team runs it
We train your people and hand over the operating model. You finish each step stronger, and able to run without us.
Contract for one step.
Not a leap of faith.
Four steps, each with a fixed scope and named deliverables. At the end of each one, you decide whether to continue, change course or stop.
Readiness Sprint
Find out where you stand, for a fixed fee.
- A readiness score across data, systems, skills and process
- A security and governance snapshot
- A board-ready readout
Roadmap
Pick the work that pays.
- Use cases ranked by value and feasibility, with named owners
- A 90-day plan and a 12-month outlook
- A governance and security baseline
Pilot-to-Production
Prove it on one real workflow.
- A live pilot with one team, line or queue
- Guardrail and integration design
- Go/no-go evidence for the board
Embedded Advisory
Scale it with your own team.
- Part-time AI leadership and a center of excellence
- Quarterly board reporting
- Ongoing testing for accuracy, safety and drift
Most clients start with the Readiness Sprint.
Same method.
Tuned to your industry.
We start where AI moves your numbers, and we bring working software built for your field, not a blank page.
Manufacturing & supply chain
Free up working capital, raise throughput and cut the cost of quality, with engineers and buyers making the calls.
Law enforcement & case management
Close cases faster, with links between people, places and evidence that investigators confirm before they count.
Trade, customs & regulated goods
See what is moving, who is behind it and what is building up across shipments, sites and related companies, before a threshold is crossed.
Healthcare
Give clinicians time back and decide claims faster, with clinicians and reviewers in charge of every call.
Government & enterprise knowledge
Find trusted, cited answers across scattered documents, and move faster from opportunity to bid.
Illustrative. These figures come from MTekLabs platform benchmarks and early pilots. They are not a guarantee of results in your environment. We check every target against your own data during the Readiness Sprint, and set a baseline before any number is claimed.
The team that designs it
is the team that ships it.
Most AI advice comes from people who have never run a model in production. Ours comes from building and running the systems we recommend.
Practitioners, not analysts
We design, build and run production AI. Every recommendation is tested against real deployments.
Vendor-neutral
Bedrock, Vertex, Azure OpenAI or on-premises. We work for your outcome, not a reseller margin.
Working software from day one
Pilots start on Neura-Cortex (patent pending) and our industry solutions, not a blank page.
Built to hand over
Your people and your operating model get stronger at every step, and can run on their own at the end.
Bring us
one workflow.
We'll bring the platform. Start with one plant, one claims queue, one case unit or one capture team.
From first call to a clear decision.
- 1A 30-minute callWe pick one workflow worth looking at.
- 2A fixed-fee sprintScope, team and dates agreed up front.
- 3Your readout in 2–3 weeksAn honest scorecard and a clear next step. You decide what comes next.
MTekLabs