See Evals on Your Real Workload.
Send a sample of your real workload — documents, messages, schedules or event logs. We run it through Attractor Engine, show you the eval results, and give you a clear go / no-go — before you commit to a deploy.
Does This Sound Familiar?
Different industries, the same kinds of work. A pilot tests one of them on your data.
Proven in logistics and manufacturing — see the results.
Paperwork Still Moves by Hand
Delivery notes, referrals, permits, invoices — someone keys them in every day. A pilot shows how much of that stack arrives as validated data your systems can use.
Inboxes Hold the Real Work
Requests, status updates and exceptions sit in mail and chat until someone digs. Each one can be understood, answered from live data, or routed to the right person.
Plans Break When Something Changes
A delay, the weather, a missing shift or a customer change, and routes, slots, berths or rosters get rebuilt by hand. They can re-plan in minutes instead.
Exceptions and Approvals Stall
Mismatches, deviations and sign-offs wait in someone's queue. They can arrive flagged, with the evidence attached, at the person who decides.
Systems That Don't Talk to Each Other
ERP, scheduling, mail, spreadsheets — people are still the glue. Bridging those gaps removes handoffs that are really just delays waiting to happen.
You're Not Sure Where to Start
You know there's waste. You don't know which slice of the operation pays off first. That's exactly what a scoped pilot is for — evals on your sample, not a guess.
What You Walk Away With
This isn't a slide-deck workshop. A scoped pilot ends with eval results, processed outputs, and a clear recommendation — shaped entirely around your sample, not a template.
You send real workload. We run it through Attractor Engine. You see scores against acceptance criteria, which module fits, and whether a scoped deploy makes sense.
Most vendors show you a demo. We show you evals on your data — and a go / no-go you can trust.
Eval Report on Your Sample
We run your real workload through the engine and return a clear eval report — what worked, what failed, and why — on your data, not demos.
Accuracy vs Acceptance Criteria
Scores against the criteria that matter for your operation. You see how close we are to production-ready before anyone talks about a deploy.
Module Fit Mapping
Which kind of work this sample is — intake, inbox, planning, exceptions or systems glue — which module fits it best, and what would need to change for a clean fit.
Recommended Next Module + Scope
A concrete recommendation for what to deploy first, what the scoped slice looks like, and what to leave for later.
Sample Processed Outputs
Real outputs from your sample run — structured records, drafted replies, re-planned schedules, routed decisions — so you can inspect quality yourself, not trust a slide.
Clear Go / No-Go Recommendation
An honest call: proceed to a scoped deploy, adjust the sample or criteria and re-run, or stop. We'll say no if the evals don't support a yes.
A Scoping Call + Your Sample
No workshop fee pitch. We start with a short call to confirm fit, agree what sample to send, and define acceptance criteria. Then we run the evals.
Sample-based, not slide-based
Evals and processed outputs on your workload — the only evidence that matters.
Decide after you see the scores
Commit to a scoped deploy only if the eval results support it. No pressure to proceed.
Ready to see how Attractor Engine performs on your data?
Share a sample. Get evals. Decide with evidence — not a demo.
Start a PilotHow a Pilot Works
Share a Sample
Send a representative slice of the workload — documents, messages, schedules or event logs, whatever the process runs on. Enough volume to evaluate properly, not a sanitized demo set.
We Run Evals
We run your sample through Attractor Engine, score against acceptance criteria, and map which module fits. You get processed outputs and an eval report — not a workshop deck.
Review Results Together
We walk through scores, failures, and edge cases with you. You react to real outputs. No surprises later — clarity now.
Decide on Scoped Deploy
Go, adjust, or no-go. If we proceed, you get a recommended next module and a scoped deploy plan. If not, you still leave with hard evidence on your own data.
We take on a limited number of pilots each quarter so every sample gets real depth.
Is This Right for You?
This is for you if
- You have a real sample of operational workload you can share — documents, messages, schedules or event logs
- You run a complex operation in any industry — logistics, manufacturing, energy, healthcare, construction or something else — with a concrete pain you can point to
- You want eval results on your data before committing to a module deploy
- You have someone internally who owns the problem and can move on a scoped next step
- You're skeptical of AI demos and want scores and outputs, not a pitch deck
This is NOT for you if
- You want to "explore AI" as a concept with no sample data and no specific problem
- You need a generic consulting report to satisfy a board requirement — that's not what this is
- You expect production deploy without seeing evals on your own workload first
- There's no single person internally who feels this problem personally and wants it solved
Not sure if you're ready?
That's exactly what the scoping call is for. We'll tell you honestly whether a pilot makes sense — and what sample would actually be useful. Talk to us either way.
Most vendors won't tell you when the eval score isn't good enough. We will — because a bad deploy helps no one.
If your sample doesn't clear acceptance criteria, we'll say so clearly. Sometimes that means a different module, better sample coverage, or foundational cleanup before AI is relevant. We'll tell you which — and help you get there if you want.
When the scores do hold up, you get a recommended next module, a scoped deploy plan, and evidence you can show internally — not a promise.
Either way, a pilot buys you clarity on your data before anyone commits to a deploy.
Interested in a Scoped Pilot?
Tell us what workload you'd like to evaluate — intake paperwork, inbox requests, planning, approvals, anything that runs on people today. If it looks like a fit, we'll set up a short scoping call and agree on the sample.