Qavis · AI + quantum-hybrid optimization

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.

4h → 2m
Re-optimization time
15–160×
Speedup on large instances
96.4%
Solution quality, validated
Ecosystem Backed — programs & networks behind Qavis
Hello Tomorrow Deep Tech Pioneers
Workup by Türkiye İş Bankası
EIT Urban Mobility — Co-funded by the European Union
Creative Destruction Lab
Startupbootcamp
Startupbootcamp
Startupbootcamp
Startupbootcamp
You know this day

The plan was obsolete before you finished making it.

06:40The plan goes out.
07:15A machine goes down. You start over.
09:30A rush order lands. You start over.
11:00A vehicle doesn't show. You start over.
By afternoon, the plan on the screen and the operation on the floor are two different things. It isn't that your team is slow. It's that the tools were built for a plan that stays still.
The pattern

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.

The turn

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.

One core, two pillars

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 and distribution are the same problem seen twice. We plan them with one optimization core — so what happens on the line and what happens on the road stay consistent.
Qoordinate production schedule — Gantt view with AI planning copilotPRODUCTION SCHEDULE · WEEK 23
Qoordinate live logistics — vehicle routes and traffic alert on Istanbul mapLIVE ROUTES · ISTANBUL
Self-learningModels improve on your data
Self-explainable resultsEvery decision, defensible
Real-time awareLive disruption recovery
Multi-scenario backedWhat-if at decision speed
Integration

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.
SAP / ERP TMS / WMS LIVE DATA QAVIS HYBRID CORE PLANS ETAs
The 4-stage journey

You don't jump to quantum. You grow into it.

Stage 1

Classical optimization

Immediate wins with proven solvers on your live operation.

Stage 2

ML-augmented

Demand, ETA, and disruption models sharpen the plan.

Stage 3

Quantum-inspired

Quantum-inspired algorithms on classical hardware for larger, harder instances.

Stage 4

Quantum-hybrid

True hybrid classical-quantum where it delivers measurable edge.

Recognition & Selected by

Live in real operations.

Mimeda — Migros Group
Dinçer Lojistik

Have an operation that doesn't stay planned?

Bring us your hardest scheduling or routing problem. We'll show you what's possible — honestly.

Book a working session contact@qavis.co