Every percentage point of empty-mile reduction is worth more than every cost-cutting RFP your procurement team has run this decade — and AI is finally the lever that moves it.

Where we work

3PLs and 4PLs running multi-tenant networks, retail and CPG private fleets, manufacturers with inbound and outbound complexity, and port and rail operators digitising paper-heavy interfaces. India-specific work spans GST-bonded warehousing, last-mile networks, and the long tail of freight forwarders modernising off Excel.

Where AI changes the economics

• Routing and load planning. Live re-routing on traffic, weather, and pickup-window changes, with constraint-aware solvers that respect driver hours, vehicle class, and customer SLAs.
• Warehouse vision. Camera-based dimensioning, damage capture at receiving, dock scheduling, and pallet integrity monitoring — instrumented as continuous quality data, not screenshots.
• Document automation. BoL, packing lists, invoices, customs forms, certificates of origin — extracted, validated, reconciled. The work that swallows back-office headcount in freight forwarding.
• Predictive ETA and exception triage. Live ETAs grounded in carrier telemetry plus network priors; agentic exception handling that drafts the customer email and the carrier follow-up.
• Control-tower copilots. Conversational interfaces over WMS, TMS, OMS, and YMS — the systems your ops team alt-tabs between all day, unified into one queryable surface.

What we will not do

Replace your dispatcher. Promise full autonomy on routing for vehicles your fleet contracts do not yet support. Sell a control tower that only works against demo data.

What you get

Operational AI deployed against your TMS, WMS, and telematics data — instrumented for the KPIs your ops team is already measured on. Cost per mile, on-time delivery, dwell time, exception rate. The metrics move; the system explains why.