Plans that survive the day they're used.
Qavis combines AI, classical optimization, and quantum-hybrid methods to solve the production scheduling and logistics problems that break off-the-shelf tools — integrated into your existing systems, live with real customers today.
















The plan was obsolete before you finished making it.
Your operation is where three things collide.
Disruption
Plans break mid-shift — machines down, orders change, vehicles fail.
Precision
Small deviations are expensive — sequence, timing, and load matter to the minute.
Complexity
Constraints multiply — setups, capacities, windows, crew rules, cargo.
Most tools handle one. Almost none handle all three at once, fast enough to matter. Qavis plans operations that don't stay planned.
None of this is a planning failure. It's a tooling failure — and it's solvable.
Your operation never stops changing. Your planning shouldn't either.
The floor and the road, planned together.
Production Scheduling
Sequence jobs across machines and lines under setup times, changeovers, capacity, labor, and due dates. When a machine goes down or a rush order lands, re-sequence in seconds instead of rebuilding by hand.
ADAPT — production planning →Logistics Optimization
Route, fleet, and cargo optimization under time windows, multi-depot structures, vehicle and load constraints, and crew rules. When a vehicle drops or a window shifts, re-optimize live.
Qoordinate — logistics & distribution →
PRODUCTION SCHEDULE · WEEK 23
LIVE ROUTES · ISTANBULFive kinds of intelligence. One optimization core.
Every use case is a focused one-pager — reachable by capability here, or by industry below.
Planning Intelligence
MRP, production planning & scheduling, capacity, workforce, shifts, line balancing.
02 · AllocationAllocation Intelligence
Resource allocation, order fulfillment, cutting / pallet / loading, tail assignment.
03 · SchedulingScheduling Intelligence
Cleaning campaigns, paint jobs, crew and ULD scheduling under real constraints.
04 · ScenarioScenario & Simulation
Disruption response simulation and what-if analysis at decision speed.
05 · RiskRisk & Deviation
Detect and absorb deviations before they cascade through the plan.
All solutions →
Your systems stay untouched.
Qavis plugs into the stack you already run. No rip-and-replace, no migration project.
- SAP / ERP / TMS / WMS integrationYour teams keep their tools.
- Cloud-native or on-premDeployment follows your security posture.
- Your data stays yoursModels learn from your operations, for you.
- QPU-agnosticIBM · AWS Braket · Azure Quantum · D-Wave · IonQ · Quantinuum · Xanadu — we pick what wins.
Built for operations where complexity is the norm.
Production scheduling, changeover and paint sequencing, line balancing, and capacity-feasible supply planning.
FMCG · Pharma · RetailPlant scheduling and last-mile together — cold chain, promo-spike demand, and distribution under tight windows.
Maritime & Freight LogisticsIntermodal distribution, cargo and crew scheduling, and load planning across sea, road, and rail.
AviationTail assignment, crew & ULD scheduling.
DefenseMission-grade allocation & logistics.
EnergyDistribution networks & field operations.
You don't jump to quantum. You grow into it.
Classical optimization
Immediate wins with proven solvers on your live operation.
ML-augmented
Demand, ETA, and disruption models sharpen the plan.
Quantum-inspired
Quantum-inspired algorithms on classical hardware for larger, harder instances.
Quantum-hybrid
True hybrid classical-quantum where it delivers measurable edge.
Live in real operations.


Have an operation that doesn't stay planned?
Bring us your hardest scheduling or routing problem. We'll show you what's possible — honestly.