Why your dashboard says green while your customers complain
Most operational dashboards aggregate at a level that hides variance. We unpack why and what to do about it without rebuilding the whole reporting stack.
Practitioner essays on operations, process improvement, and constraint theory. Written by people who do the work, for people who run the work.
Most operational dashboards aggregate at a level that hides variance. We unpack why and what to do about it without rebuilding the whole reporting stack.
Documented processes typically capture around 20% of real cases. The rest are variants, and the worst variants are often the most expensive ones.
A simple, three-question screen for whether an automation candidate is worth building, or whether it will create more debt than lift.
We see the same pattern across industries: the worst constraints live in the gaps between teams, between systems, or between approval steps.
Banks invest heavily in front-end onboarding redesigns. The real bottleneck is almost always between operations, KYC, and funding.
OEE measured at non-constraint stations creates false comfort. Here is how we re-anchor OEE to the actual constraint, and why it matters.
The Alkhai Diagnostic
The core analysis and delivery is completed within 2 to 4 weeks of data connection. We surface the biggest hidden bottlenecks, identify which segment is driving each one, and deliver a ranked action plan with quantified ROI. After delivery, we can support execution of specific constraints where needed. The plan is complete and ready to act on.