We are seeking established businesses willing to identify one valuable operating problem, authorize a bounded Tiger Team, and measure whether the results justify expanding it.
Both approaches include AI bots. The difference is the scope and commercial arrangement—not a choice between human consulting and automation.
Begin with an agreed business mandate, financial baseline, and bot deployment designed around measurable operating problems. Strategic judgment and automated execution work together.
Scope, fee, milestones, and authorization are set in writing.
Start with a particular cash leak or workflow, deploy approved automation in the customer's environment, and test its contribution before expanding.
Any founding-client pilot terms are offered individually, not promised publicly.
Named processes, documented permissions, a decision queue, operational records, and a fair method for verifying real outcomes.
No blanket savings guarantees or claimed prior client results.
Both of these are scoped engagements, defined in writing for one business. For a smaller first step, see the NewellOI installation, powered by Turn Memory.
Start with a bounded problem and a reliable comparison, rather than an open-ended technology experiment.
Identify a problem supported by call, job, estimate, invoice, or customer records.
Specify allowed actions, data access, staff handoffs, failure handling, and acceptance tests.
Compare outcomes with the agreed baseline.
Expand, change, or stop by Owner decision.
We prefer businesses with a real service process, an operating counterpart, and enough records to establish a credible baseline. HVAC and plumbing are initial examples, not a limit on industries served.
We will not claim measured savings before measurement, use a client's proprietary records to advantage a competitor, require uncontrolled access to a business, or publish results without separate permission.
We agree on fees, scope, deployment requirements, performance criteria, and exit terms in writing before paid work begins.
Bring one concrete example. We will discuss whether it warrants a first engagement.