AI in supply chain, traceable and defensible against your clients' service commitments (SLAs).
AI consulting for logistics, supply chain and last-mile. Demand forecasting, optimisation, operations assistance. Traceable approach, aligned with your clients' contractual requirements (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. Our approach provides the traceability your customers require (SLAs, penalties) and fits within the framework of the GDPR for driver data, as well as that of the CNIL deliberation on geolocation.
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). Routes are recalculated in real time as incidents occur.
Warehouse manager / operations assistant
Morning route preparation support, alerts on plan deviations, end-of-shift summary. Every action remains traceable for quality audits.
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?
Consulting: AI audit
Inventory of possible AI uses in your teams, ranked by return on investment.
Solutions: AI agents and security
Supply chain AI agent plugins and AI-assisted security audits.
Training: AI for operations teams
Programmes delivered by a Qualiopi-certified provider for planning, operations and supervision teams.
Frequently asked questions
How do you connect AI to your existing TMS? +
Via a dedicated MCP connector for your TMS (Transwide, DDS, MEA, Descartes, or custom). The agent reads and writes in your TMS through its API, without the data being copied elsewhere. Development usually takes 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 one business day.