We combine deep knowledge of port and hinterland planning with proven optimization models. You get a solution at consultancy level, delivered in small steps you can stop at any time.
Generic AI gives the most plausible answer. A plan has to be correct, with every cut-off time, lock window and driving-hours rule respected. That's why every solution we build combines three building blocks.
Brings context and judgment, and always makes the final decision.
Questions every assumption, translates your business rules into a model and keeps improving it.
Optimizes, and proves that every hard constraint holds.
Human-centric by design: the Industry 5.0 way.
We develop the problem context ourselves and wrap it in a complete pipeline, from your systems to a plan that is ready to execute.
Linking your TMS, terminal systems and other data sources.
Cleaning, validating and enriching data: distances, sailing times, capacities.
Your business rules, constraints and objectives, modelled by us. This is where our domain knowledge makes the difference.
Proven optimization techniques, such as mixed-integer linear programming, find plans that respect every hard constraint.
Machine learning and smart heuristics, for example reinforcement learning or simulated annealing, keep large real-world instances fast.
Turning the solution into a plan your planners and systems can execute.
Inspect, adjust and approve every plan before it goes out.
Test what-if scenarios: extra equipment, a closed lock, a new customer.
Support decisions on fleet size, network design and service levels.
We work in clear steps with a go/no-go decision at every gate. When there is a strong partner fit and a scalable use case, QEWI invests in the first phase itself.
Scope, goals and expectations, based on stakeholder interviews and data analysis.
Model selection in our lab environment, with a first prototype on a representative scenario.
Tested on your own data: the model matches your planners on normal cases.
Model refinement and integration in your process, with exceptions handled.
Implementation, documentation and guidance for your team.
Hosting, maintenance and continuous improvement of your model.
New planning challenges are rarely unique to one company. When we develop a new model together, QEWI retains and keeps improving the IP, and you pay only part of the development cost. You get a tailored solution at a fraction of the price.
You fund part of the model, not all of it.
Phased delivery with a go/no-go decision at every step.
Tell us. We'll tell you honestly whether an algorithm can help, and what it would take.
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