AI in supply chain, traceable and audit-defensible on SLAs.
AI consulting for logistics, supply chain and last-mile. Demand forecasting, optimisation, operations assistance. Traceable approach, aligned with contractual constraints (SLAs, penalties, KPIs).
Colombani.ai supports logistics and supply chain actors in AI integration: demand forecasting, last-mile route optimisation, warehouse operations assistance, KPI analysis. Traceable approach required by your customers (SLAs, penalties), GDPR-compliant on driver data and CNIL geolocation deliberation.
Use cases
SKU-level demand forecasting
Short and medium-term forecasts by SKU and site, integrating seasonality, promotions and market signals. Forecast explainability for the planning team.
Last-mile route optimisation
Multi-constraint optimisation (delivery windows, vehicle capacity, driver time). Real-time adaptation to incidents.
Warehouse manager / operations assistant
Morning route preparation support, alerts on plan deviations, end-of-shift summary. Traceable for quality audit.
Ethics and regulatory framework
GDPR, driver data and geolocation
CNIL 2015 deliberation frames employee geolocation. Legal basis, information, retention duration, limited access. Colombani.ai adapts the architecture to respect this framework.
Contractual SLA and penalty constraints
Your customers require SLAs on deliveries. Any AI use must be traceable to be defensible in case of dispute. Colombani.ai delivers expected logs and reports.
What we don't do
- Physical network optimisation (warehouse siting): other expertise.
- Vehicle embedded systems: other expertise and specific regulatory framework.
- Capacity trading (freight markets): financial framework, not covered.
How do we work with you?
Frequently asked questions
How do you integrate with an existing TMS? +
Via a dedicated MCP connector for your TMS (Transwide, DDS, MEA, Descartes, or custom). The agent reads and writes in your TMS via API, without data copies elsewhere. Typical development: 2 to 4 weeks for a simple connector.
Got a project in mind?
Describe your situation. The first 30-minute call is free. Get a frank response within 48 hours.