99.2%
Fleet availability at roll-out
99.8%
On-time depot pull-outs
−21%
Energy & fuel cost per km
8–12 wk
To a depot live in production
One platform. The whole depot.

Allocate, maintain, crew, dispatch.

Most depots run on a whiteboard, a spreadsheet, and three disconnected systems. RapidDMS runs the full lifecycle — from pull-in to pull-out — on one connected platform, so the yard, the workshop, and the control room finally agree on reality.

01 Allocate

Every bus on the right bay, in the right pull-out order.

A live depot map turns parking from tribal knowledge into a system. The platform sequences pull-out against the timetable and never blocks a bus in behind another.

  • Live depot map with bay, lane, and pit assignment
  • Pull-out sequencing driven by the service schedule
  • Blocked-in and mis-park detection before sign-on
  • State-of-charge and fitness-aware allocation
02 Maintain

No bus enters service unless it is fit to.

Preventive schedules, defect capture, work orders, and statutory inspections in one workflow — with a hard fitness gate between the workshop and the road.

  • Preventive maintenance by distance, time, and condition
  • Driver defect reports, work orders, and parts inventory
  • Statutory inspection and certificate tracking
  • Fitness-for-service gate before any pull-out
03 Crew

Duties that respect the roster, the rules, and the rest hours.

Sign-on/sign-off, licence checks, and AI duty optimisation that honours union agreements and fatigue limits — so the depot is never short a legal driver.

  • Rosters, sign-on/sign-off, and biometric verification
  • Licence, medical, and rest-hour compliance checks
  • AI duty optimisation within union and fatigue rules
  • Standby and overtime allocation with full audit trail
04 Dispatch

The depot and the control room read one live state.

Pull-out boards, headway monitoring, gap-filling, and incident handling — depot operations and on-road service stop guessing about each other.

  • Pull-out boards and on-time departure tracking
  • Headway monitoring and gap-fill from the standby pool
  • Incident, breakdown, and recovery workflows
  • Live two-way sync with the Smart Transit control room
DMS Features

What ships with RapidDMS.

01

Vehicle allocation & parking

Live depot map, bay and lane assignment, blocked-in detection, and scheduled pull-out order so the right bus leaves on the right service, every time.

02

Maintenance & inspection

Preventive schedules, defect logging, work orders, parts inventory, and statutory inspections — with fitness-for-service gating before any bus enters revenue.

03

Crew & duty management

Rosters, sign-on/sign-off, licence and rest-hour compliance, and AI duty optimisation that respects union rules and fatigue limits.

04

Fuel & energy management

Diesel, CNG, and EV charging on one ledger — charge scheduling against tariff windows and depot power limits, with cost-per-km telemetry.

05

Dispatch & service control

Pull-out boards, headway monitoring, gap-filling, and incident handling — the depot and the control room read from the same live state.

06

Depot analytics & compliance

Availability, MDBF, on-time pull-out, energy and maintenance cost dashboards — audit-ready for the transport authority.

Smart Transit System

The depot is half the system. Connected is the other half.

RapidDMS plugs into a full Smart Transit layer so depot state and on-road service share one source of truth. AVL, passenger information, ticketing, and the control room all read from — and write back to — the same live record.

See it on your network GTFS-Realtime, SIRI, and ITxPT supported out of the box.
AVL & GPS tracking Every vehicle located in real time. Schedule adherence, deviation alerts, and a live network picture the control room can act on.
Passenger information Real-time arrivals to apps, stops, and on-board displays via GTFS-Realtime and SIRI — fed directly from depot pull-out and on-road state.
AFC & ticketing Account-based and card ticketing reconciled against operated trips, so revenue is tied to the bus that actually ran the service.
Control room & ops Headway management, disruption response, and service recovery — with the depot standby pool one click away.
Demand & planning Ridership analytics and run-time analysis feed timetable and duty planning, closing the loop back into the depot.
Driver & on-board apps Turn-by-turn duties, defect capture, and messaging in the cab — the driver app and the depot share one record.
How we deliver

Five steps. One accountable team.

Pull-in & inspection

Buses return, odometer and energy auto-captured, driver defects logged. Anything failing inspection is routed to the workshop, not the line.

Service & readiness

Cleaning, fuelling or charging, and preventive maintenance complete. The fitness gate clears each bus — or holds it.

Allocation

The platform assigns each fit bus to a duty and a bay, sequencing pull-out against the morning timetable and state-of-charge.

Sign-on & pull-out

Crews sign on with licence and rest-hour checks. Pull-out boards track every on-time departure into revenue service.

On-road & control

AVL, headway monitoring, and gap-filling keep the service to plan — with the depot standby pool one click away.

Every powertrain, one yard

Diesel, CNG, and electric — on one board.

Fleets are going mixed before they go fully electric. RapidDMS allocates, fuels, charges, and dispatches across every powertrain in the depot without a second system.

Diesel

Fuel ledger, consumption telemetry, and emissions tracking with cost-per-km by route and driver.

CNG

Gas inventory, refuelling slots, and cylinder inspection cycles managed alongside the rest of the yard.

Electric

Smart charge scheduling against tariff windows and depot power limits, with range-aware duty assignment.

Mixed

One depot, many powertrains. RapidDMS allocates and dispatches across a mixed fleet from a single board.

RapidData Capabilities

The platform underneath the depot.

RapidDMS is not a point tool. It rides the same governed RapidData AI, data, and integration stack that runs banks, ministries, and national operators — so a depot system inherits enterprise-grade governance from day one.

RapidData AI

Predictive maintenance, demand forecasting, and duty optimisation run on the same governed AI stack as the rest of the RapidData platform — explainable, evaluated, kill-switchable.

RapidData Data Fabric

Telematics, AFC, AVL, and maintenance data land in one lakehouse with lineage and a semantic layer, so every depot KPI traces to source.

Open APIs & connectors

REST, GraphQL, and webhooks plus 120+ connectors — ERP, HR, asset management, and ITS systems plug in behind one identity plane.

Governance & audit

RBAC, full audit logs, policy-as-code, and SOC 2 Type II controls — audit packs ready for the transport authority under NDA.

Sovereign & offline

Cloud, on-prem, or sovereign deployment, with offline-tolerant depot operation so the yard keeps running if connectivity drops.

Scales depot to network

Configure one depot, then roll the same baseline across the network — multi-tenant, multi-depot, multi-operator from day one.

Integrations & standards

Built on the standards your network already speaks.

No rip-and-replace. RapidDMS speaks transit-native standards and exposes open APIs, so it sits cleanly alongside your existing ITS, ticketing, ERP, and charging infrastructure.

GTFSGTFS-RealtimeSIRIITxPTNeTExAVL / GPSAFC / EMVERP / HRCAN bus / telematicsOCPP (EV charging)SCADAREST · GraphQL · Webhooks
What to expect

Outcomes you can hold us to — by horizon.

0–90 days

Foundations

Outcome tree, baseline metrics, and a working pilot in production by day 90 — defensible with finance, signed off by risk.

3–12 months

Scale

Squad expansion across the next 2–3 value pools. Live-parallel cutovers. Capability uplift inside the client team.

12+ months

Run & optimise

Managed run with named SLOs, quarterly value reviews, and a continuous-improvement budget reserved for innovation, not toil.

RapidDMS in the field

Depot outcomes across three regions.

Representative results from bus and fleet depot programmes in India, the United States, and Europe. Operators are anonymised; the numbers are the kind RapidDMS is built to move.

India Metropolitan bus operator
+6.4 pts
fleet availability

A metropolitan city bus operator replaced whiteboard allocation across multiple depots with RapidDMS. On-time pull-outs and fitness gating lifted availability and cut missed services.

United States Regional transit agency
−19%
maintenance cost / km

A regional transit agency moved preventive maintenance and parts inventory onto RapidDMS. Condition-based scheduling and fewer roadside failures brought maintenance cost per kilometre down.

Europe Municipal electric-bus depot
−23%
depot energy cost

A municipal operator running a growing electric fleet used RapidDMS smart charge scheduling against tariff windows and depot power limits, cutting energy cost while protecting next-day range.

Figures are representative of RapidDMS depot programmes and are not tied to any single named operator.

How we engage

Three commercial models. One outcome standard.

We avoid open-ended retainers. Every model names its outcome and its measurement window in the contract.

01 · Diagnose

Fixed-price diagnostic

2–4 week engagement. Outcome tree, baseline metrics, prioritised value pools, and a board-ready 18-month roadmap. Stop-go decision in week 4.

From USD 80k · 2–4 weeks
02 · Pilot

Outcome-linked pilot

8–12 week engagement to ship one value pool, end-to-end, with a measurable KPI commitment. Joint squads with the client team. Live-parallel before cutover.

Outcome-linked + capped fee · 8–12 weeks
03 · Scale & run

Programme + managed run

Multi-quarter scale-out with managed services on top. Quarterly value reviews. SLO-tied annual incentive. Capability transfer by design.

T&M + outcome incentive · Multi-quarter
FAQ

Frequently asked questions

What kind of depots does RapidDMS run? +

Bus and fleet depots — public-transport operators, BRT systems, school and staff transport, and mixed diesel/CNG/electric fleets. The platform is depot-type agnostic within that family.

Does it support electric bus fleets? +

Yes. Smart charge scheduling against tariff windows and depot power limits, state-of-charge-aware allocation, and range-aware duty assignment are first-class, alongside diesel and CNG.

How does the Smart Transit System fit in? +

RapidDMS feeds and consumes the Smart Transit layer — AVL/GPS, passenger information, AFC/ticketing, and the control room — so depot state and on-road service share one source of truth.

Can it integrate with our existing ITS / SCADA / ERP? +

Yes. Open REST/GraphQL APIs, GTFS / GTFS-Realtime, ITxPT and SIRI support, and connectors for ERP, HR, and asset-management systems. BYO core where you have one.

Is it cloud or on-prem? +

Both. Cloud, on-prem, or sovereign deployment — with offline-tolerant depot operation so the yard keeps running if connectivity drops.

How fast is a roll-out? +

A single depot is typically live in 8–12 weeks. Multi-depot networks roll out depot-by-depot on a fixed cadence with a shared configuration baseline.

RapidDMS · depot walkthrough

See RapidDMS run a depot day, end to end.

A transit specialist walks you through pull-in to pull-out on your fleet profile — and answers the hard operational and procurement questions.