Most AI projects stall because they start with the technology instead of the business. We start with your P&L, find the work that is costing you money, and automate that first.
Kestrel Iota is an AI consulting and implementation firm for small and medium-sized businesses. We do two things: we tell you where AI will actually make you money, and then we build it. No pilots that never ship, no platform licences you don't need, no six-month discovery phase.
Our clients are typically owner-led businesses between 10 and 500 people, with a strong concentration in Testing, Inspection and Certification (TIC), engineering and construction, professional services, and appointment-driven local businesses. They tend to share the same problem: skilled people spending their week on work a system should be doing.
We map your operations end to end and rank every AI opportunity on business impact, feasibility, data readiness, and time to value. You get a roadmap, not a wish list.
We build the highest-value opportunity as a focused pilot with defined success metrics, usually inside four weeks. If it doesn't hit the number, we say so.
Working pilots move into production, integrate with your CRM or ERP, and ship with role-specific training so your team runs it without us.
Every engagement carries a number we're accountable to — hours returned, cycle time cut, revenue recovered.
Our systems draft, score, and prepare. A person approves anything that leaves the building. That principle is built into the AI Business Command Center and enforced by the AI Safety Shield.
We hand over the system, the documentation, and the training. You should not need us on retainer to keep the lights on.
One workflow done properly beats a transformation programme nobody finishes.
Everything we learn on client work turns into product. The AI Document Engine came out of TIC reporting engagements. The AI Business Command Center came out of operators asking for one screen instead of eleven. The AI Safety Shield came out of putting assistants in front of real customers and needing an audit trail. Six products so far, each with a demo you can watch before you talk to us.