Don't use AI to optimise the wrong process faster. AI should be applied at the leverage point or constraint where it can change the financial result, rather than being spread bottom-up across dozens of processes simply because they can be automated.
AI has been switched on somewhere in the business — smarter scheduling, faster quoting, sharper forecasts — and the dashboards genuinely look more impressive. But when someone asks the only question that actually matters — are we shipping more, in total, this month than before we turned it on — the honest answer is usually silence.
AI became one more tool for one more department, not a change to how the whole system flows. Meanwhile, the tribal knowledge behind every good exception call is retiring faster than anyone is capturing it.
Does that sound familiar? You are our client.
- Point AI at the system's constraint first — the resource that actually limits what the whole business can ship — not scatter it across departments as isolated point solutions.
- Judge every AI initiative by Throughput and cash impact — shipped dollars, lead time, due-date performance, inventory — never by usage rates or dashboard sophistication.
- Capture the tribal knowledge of your most experienced planners and schedulers into explicit decision rules before it walks out the door at retirement.
- Synchronise AI-assisted scheduling, quoting and forecasting around the constraint, so faster local decisions convert into more shipped Throughput.
AI tools get adopted department by department, wherever a team has the budget and appetite to try something new — forecasting here, scheduling there, a chatbot somewhere else. Each pilot can show a local metric improving without ever being tested against the one question that matters.
Did the business ship more, in total, this month, than before the tool went live? Local wins and system-level silence can coexist indefinitely unless someone is explicitly measuring the second number, not just the first.
1 yr to measurable Throughput and cash impact
A measurable Throughput and cash impact from AI within 12 months — shorter lead times, better due-date performance, lower inventory, proven in dollars shipped.
Paid mostly for the result, not for time on site.
A fixed component covers the diagnostic and implementation plan for this offering. The larger part of our fee is tied to the EBITDA or cash result we actually help deliver — measured on your ERP, not ours.
Value Leakage Diagnostic
Implementation plan.
Of the measured EBITDA effect, minus the fixed fee.