Urban transit network and passenger mobility operations

Connecting service plans,
controlling live transit.

Plan service, schedule resources, control live headway, and protect fleet readiness. From timetable design to final passenger stop.

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01The platform
AUTONOMOUS TRANSIT INTELLIGENCE & CONTROL

The AI Operations Command Center That Keeps Transit Moving.

The Tripqentra AI Dashboard serves as the operational nerve center of your passenger transportation network. Powered by real-time predictive models that continuously reconcile published timetables, live CAD/AVL telemetry, driver attendance, and fleet readiness, it eliminates blind spots across revenue service. Rather than reacting to bus bunching or missed pull-outs after service breaks down, leadership gains proactive AI intelligence that forecasts bottlenecks and prescribes interventions before riders experience delays.

app.tripqentraai.ai/dashboardSEED WORKSPACE
< 4 min
Dispatch Recovery Speed
Automated matching vs. 25-min manual search
When operators call out or vehicles develop pre-trip defects, AI instantly pairs qualified extra-board drivers and inspection-cleared spares—eliminating uncovered runs before pull-out.
+18.4%
Headway Regularity & OTP
Bunching prevention across corridors
Continuous CAD/AVL telemetry detects headway drift and prescribes micro-holds or short-turns before buses bunch—maintaining steady passenger spacing and on-time arrival windows.
99.2%
Run Feasibility Rate
Pre-trip validation across fleet & crew
Every vehicle block is verified against battery state-of-charge, fuel levels, ADA ramp readiness, and union work rules prior to departure, ensuring every scheduled service block is fully operable.
−14.6%
Non-Revenue Deadhead Cost
Optimized garage & relief point routing
Optimized vehicle block linking and driver relief sequencing minimize deadhead miles between depots and route terminals, reducing fuel burn, vehicle wear, and driver overtime.
AI

Continuous Operational Intelligence — The dashboard’s predictive engine continuously compares timetable plans with live CAD/AVL telemetry, driver attendance, and vehicle readiness 24/7. When risk is detected on any route or block, the system simulates short-turns, holds, and spare insertions—protecting service reliability before riders experience delays.

The Nestack Operations Suite

Built for every corner of advanced operations.

Operations move differently across every environment — with complex transit corridors, heavy vehicle fleets, live telemetry sensors, and critical maintenance cycles. The Nestack enterprise suite is purpose-built to give your teams shared, real-time operational intelligence.

02Connected modules

Follow the work.
From timetable design to revenue service.

8 operational views, connected by the transit and operational information your teams already handle.

01 / Planning & Network Design
app.tripqentra.ai/planningSEED WORKSPACE

Design routes, headways & timetables.

Plan transit routes, stops, headways, and service spans with real-time runtime analysis and GTFS schedule synchronization before publishing public timetables.

  • GTFS schedule sync
  • Headway frequency
  • Runtime analysis
02 / Demand & Booking Intake
app.tripqentra.ai/bookingsSEED WORKSPACE

Capture paratransit demand & charter requests.

Validate ADA eligibility, recurring subscription rides, and private charter requests. Recommend feasible pickup windows and calculate automated charter proposals.

  • ADA eligibility
  • Paratransit intake
  • Charter proposals
03 / Timetable & Resource Scheduling
app.tripqentra.ai/schedulingSEED WORKSPACE

Turn trips into blocks, runs & driver work.

Convert scheduled service plans into executable vehicle blocks, operator run cuts, and garage pull-out rosters while enforcing collective bargaining (CBA) work rules.

  • Vehicle blocks
  • Run cutting
  • CBA work rules
04 / Operator & Fleet Dispatch
app.tripqentra.ai/dispatchSEED WORKSPACE

Ensure every run has a driver and bus.

Match extra-board operators, verify CDL credentials and medical fitness, assign serviceable buses, and monitor pull-out countdowns to prevent uncovered runs.

  • Pull-out countdowns
  • Extra-board matching
  • Pre-trip DVIR status
05 / Live Service & Headway Control
app.tripqentra.ai/service-controlSEED WORKSPACE

Control live headway, bunching & service gaps.

Monitor real-time CAD/AVL positions and GTFS-RT telemetry. Intervene with holds, short-turns, expresses, and spare bus injections before delays cascade across corridors.

  • CAD/AVL tracking
  • Headway regularity
  • Intervention queue
06 / Predictive Fleet Maintenance
app.tripqentra.ai/maintenanceSEED WORKSPACE

Predict component failures before pull-out.

Combine J1939 CAN-bus telemetry, diagnostic trouble codes (DTC), and inspection records to calculate failure risk weighted by peak service consequence.

  • DTC fault streams
  • Failure probability
  • 90-day safety inspections
07 / Fare & Revenue Reconciliation
app.tripqentra.ai/revenueSEED WORKSPACE

Reconcile taps, cashboxes & transit subsidies.

Audit contactless taps, smart-card transactions, mobile ticketing, cashbox vaults, and contract subsidies. Detect revenue leakage across routes and service periods.

  • Farebox reconciliation
  • Contactless taps
  • Subsidy accounting
08 / Safety, TAM & Statutory Reporting
app.tripqentra.ai/complianceSEED WORKSPACE

Continuous audit for FTA, PTASP & NTD compliance.

Automate Safety Management System (SMS) records, Transit Asset Management (TAM) condition ratings, and National Transit Database (NTD) reporting forms.

  • PTASP evidence
  • NTD form validation
  • TAM condition scores
Urban passenger transit and fleet operations
Real-Time Operational Trace

Synchronized transit tracking from depot pull-out to passenger delivery.

03How it works

From timetable plans
to live transit control.

01

Design routes, timetables & GTFS schedules

Service Planning establishes network geometry, stop definitions, running times, and headway frequencies. Tripqentra AI synchronizes schedule adjustments into valid GTFS datasets before public publishing.

02

Cut vehicle blocks & build crew runs

Scheduling transforms timetable trips into efficient vehicle blocks and operator run cuts. The optimization engine respects union CBA rules, relief points, and required rest intervals to minimize synthetic deadhead.

03

Dispatch operators & control live headway

Dispatch ensures pre-trip pull-outs leave on time by matching extra-board drivers and active fleet. Once in revenue service, live CAD/AVL telemetry detects bunching and recommends holds or short-turns.

04

Predict maintenance & automate statutory reporting

Predictive models evaluate J1939 telemetry to catch vehicle failures before pull-out, while the compliance workspace continuously prepares audit-ready NTD forms, TAM condition scores, and PTASP safety logs.

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TRADITIONAL SAAS VS TRIPQENTRA AI

Don't settle for the AI your software chose.

Use a platform designed to harness the best intelligence available for the work in front of you. Tripqentra AI routes each transit operations step to the model family that fits — headway anomaly scoring, combinatorial run cutting, multimodal DVIR extraction, or a specialist regulatory fine-tune — not whichever model shipped inside your last legacy software purchase.

TRADITIONAL SAAS
Built-in AI

One model, one pass, and no step you can point somewhere else. You work within its limits.

TRIPQENTRA AIROUTED ORCHESTRATION
01

Parse paratransit eligibility paperwork & charter contracts

ADA passenger qualification records, mobility device requirements, and charter agreements extracted with source citations.

AIOpenAI
OPENAI RESPONSES API
02

Simulate live headway recovery & spare bus insertions

Simulate spot headway adjustments across transit corridors while enforcing minimum rest intervals and vehicle battery/fuel limits.

DSDeepSeek
DEEPSEEK API
03

Audit 50-page Agency Safety Plans & union CBA rules

Cross-reference scheduled operator runs against ATU/TWU union work rules and fatigue thresholds to catch compliance exposure before pull-out.

AClaude
ANTHROPIC MESSAGES API
04

Multimodal pre-trip DVIR & emergency door inspections

Analyze driver pre-trip inspection notes, pushout window checks, and emergency door photos directly against FMCSA Part 396 mandates.

GGemini
GEMINI API
05

Optimize vehicle block & crew run-cutting schedules

Calculate optimal vehicle blocks and driver runs between central depots, relief points, and terminals within 15-minute dispatch windows.

AIOpenAI
OPENAI RESPONSES API
06

Audit trail cryptographic sealing & NTD compliance logging

Model reasoning chain, dispatcher approvals, and daily service records sealed into immutable FTA audit logs.

SSpecialist
DOMAIN COMPLIANCE ENGINE
ONE AUDITABLE TRANSIT THREAD9 PLATFORM MODULES · ZERO VENDOR LOCK-IN

Note: Model names and marks belong to their respective owners. No endorsement or partnership implied. Supported routing is configured during onboarding.

04Orchestration
06Compliance context

Evidence that stays
with the service.

Relevant standards can inform your review procedures. Software supports records and workflows; it does not establish certification or legal compliance.

FTA PTASP (49 CFR Part 673)

Public Transportation Agency Safety Plans

Safety Management System (SMS) event logs, hazard mitigation records, and frontline safety assurance workflows for transit agencies.

FTA TAM (49 CFR Part 625)

National Transit Asset Management System

Rolling-stock condition scoring, useful-life benchmarks (ULB), and capital asset state-of-good-repair investment planning.

DOT ADA (49 CFR Part 37)

Transportation Services for Individuals with Disabilities

Complementary paratransit corridor compliance, accessibility equipment logs, and capacity constraint monitoring.

FTA NTD (49 CFR Part 630)

National Transit Database Reporting

Automated aggregation and validation for S-10 Service, R-20 Maintenance Performance, and A-30 Revenue Vehicle Inventory forms.

Note: These are standards the platform is built to support inside your workflows — obligations that fall on you as the license. They are not certifications held by us, and support in the product is not a substitute for your own counsel or compliance officer.

07Hardware add-ons

Add the hardware your workflow needs.

Generic third-party devices can connect physical operations to a named workflow through a validated interface.

CAD/AVL mobile data terminal

J1939 CAN-bus or ruggedized vehicle tablet connector

Operator & Fleet Dispatch — Deliver turn-by-turn routing, live CAD dispatch messaging, pull-out check-in, and digital driver paddles to the operator console.

Automated passenger counter

Overhead optical door sensor connector or IP camera feed

Planning & Network Design — Stream real-time boarding, alighting, and passenger load counts directly into ridership profiles and headway frequency models.

Vehicle telemetry gateway

OBD-II / J1939 CAN telematics ingestion connector

Predictive Fleet Maintenance — Capture real-time engine fault codes (DTC), battery state-of-charge, coolant pressure, and odometer data for predictive failure triage.

Note: Hardware, installation, and integration are not included in the standard subscription. Additional charges apply based on the hardware selected, integration modules required, and implementation scope.

+ Pricing

A connected platform.
A clear starting point.

Passenger & Public Transportation

Starting at $200/mo

Service planning, dispatch orchestration, live headway control, and compliance workflows, configured around your transit fleet.

Note: AI API usage is charged separately. Clients must recharge their AI credit balance based on their usage.

Know more

Subscription scope is confirmed in consultation. One-time onboarding and optional third-party hardware are separate.

08Onboarding

What your onboarding
fee covers

A one-time onboarding setup for your transit routes, CAD/AVL telemetry, driver rosters, and compliance workflows. Fees are starting points; final scope depends on GTFS feeds, vehicle fleet size, integrations, and deployment model.

Essential

Starting at $1,000+One-time fee

  • Import GTFS schedules, stops, and route network shapes
  • Provision transit workspace and dispatcher/supervisor accounts
  • Import operator rosters, vehicle inventories, and depot profiles
  • Configure pull-out countdowns and DVIR defect workflows
  • Define dispatch exception rules and extra-board priorities
  • Validate initial timetable and run-cut data feeds
  • Provide operator training handbooks and go-live checklists

Enterprise

Starting at $5,000+One-time fee

Everything in Plus, plus:

  • Coordinate multi-depot and multi-modal fleet deployment
  • Integrate legacy scheduling (Trapeze / HASTUS) and fare systems
  • Automate NTD statutory reporting and PTASP safety registers
  • Custom SSO, enterprise security policies, and dedicated SLA
  • Named Transit Operations Solutions Engineer for phased rollout
Where it runs

Two ways to deploy — same platform, same subscription

Run Tripqentra AI wherever your transit schedules, CAD/AVL telemetry, driver rosters and passenger files are allowed to live. The subscription price is identical either way.

Cloud (SaaS)

Runs in Nestack's managed cloud — nothing to provision. The fastest way to get your scheduling, CAD/AVL feeds and dispatch queues live and clearing.

Private / self-hosted

The same platform deployed inside your own infrastructure — your cloud, VPC or on-prem — for transit operators and agencies with strict data mandates. Application, route and telemetry data never leave your environment, and the platform subscription stays the same.

05Industry AI agents

Your Transportation AI agents, run like production systems.

Build the schedule-to-dispatch workflow around driver permissions, headway evaluation, exception handling, and human supervisor review.

TRANSIT & PASSENGER MOBILITY AGENTS

Passenger & Transit agents, in production, wired to your dispatch & CAD/AVL telemetry.

From live GTFS schedule synchronization and paratransit intake through dynamic headway balancing and audited pull-out dispatches — one industry playbook end to end.

  • Predictive extra-board driver assignment agents
  • CAD/AVL telemetry-to-dispatch orchestration
  • Human-in-the-loop supervisor approvals
PLAYBOOK · TRANSIT DISPATCH & SERVICE CONTROL
SISTER PLATFORM · NESTACK AGENTCARETRANSPORTATION · 1 PLAYBOOK

Your transit AI agents, run like production systems.

Transportation playbooks execute directly inside Nestack AgentCare — production agent infrastructure with audited execution traces, SOC 2 compliance, and verified transit connectors.

05
PLAYBOOK STAGES
06
CONNECTED TOOL TYPES
09
PLATFORM MODULES
24/7
AGENT MONITORING

Transportation AI agents are catalogued on nestackagents.com. Tool names and marks belong to their respective owners.

Connectivity

Your whole transit stack, connected.

Tripqentra AI connects to the CAD/AVL, scheduling, fare collection, GTFS-RT, telematics, and maintenance platforms your transit operation already runs — through public, documented APIs — so data moves through planning, dispatch, headway control, and compliance without manual re-keying. 18 integrations across 6 workflow groups.

❖Trapeze Transit TMS
⬡GIRO HASTUS Scheduling
⎔Clever Devices CAD/AVL
◈Swiftly Transit Intelligence
◉Optibus Planning Platform
▲Samsara Bus Telematics
◆Geotab Fleet Telematics
■Masabi Mobile Ticketing
▲Cubic Urban Transport
❖Trapeze Transit TMS
⬡GIRO HASTUS Scheduling
⎔Clever Devices CAD/AVL
◈Swiftly Transit Intelligence
◉Optibus Planning Platform
▲Samsara Bus Telematics
◆Geotab Fleet Telematics
■Masabi Mobile Ticketing
▲Cubic Urban Transport
❖Trapeze Transit TMS
⬡GIRO HASTUS Scheduling
⎔Clever Devices CAD/AVL
◈Swiftly Transit Intelligence
◉Optibus Planning Platform
▲Samsara Bus Telematics
◆Geotab Fleet Telematics
■Masabi Mobile Ticketing
▲Cubic Urban Transport
❖Trapeze Transit TMS
⬡GIRO HASTUS Scheduling
⎔Clever Devices CAD/AVL
◈Swiftly Transit Intelligence
◉Optibus Planning Platform
▲Samsara Bus Telematics
◆Geotab Fleet Telematics
■Masabi Mobile Ticketing
▲Cubic Urban Transport
☁GMV Syncromatics CAD/AVL
⏣Init Transit Telematics
⚡ByteMark Mobile Fare
◎Moovit Mobility API
✦GTFS-Realtime Feed Ingestion
❖SAP S/4HANA Public Sector
🚌Workday Crew Management
✉Microsoft Graph Mail API
💬Slack Operations Webhooks
☁GMV Syncromatics CAD/AVL
⏣Init Transit Telematics
⚡ByteMark Mobile Fare
◎Moovit Mobility API
✦GTFS-Realtime Feed Ingestion
❖SAP S/4HANA Public Sector
🚌Workday Crew Management
✉Microsoft Graph Mail API
💬Slack Operations Webhooks
☁GMV Syncromatics CAD/AVL
⏣Init Transit Telematics
⚡ByteMark Mobile Fare
◎Moovit Mobility API
✦GTFS-Realtime Feed Ingestion
❖SAP S/4HANA Public Sector
🚌Workday Crew Management
✉Microsoft Graph Mail API
💬Slack Operations Webhooks
☁GMV Syncromatics CAD/AVL
⏣Init Transit Telematics
⚡ByteMark Mobile Fare
◎Moovit Mobility API
✦GTFS-Realtime Feed Ingestion
❖SAP S/4HANA Public Sector
🚌Workday Crew Management
✉Microsoft Graph Mail API
💬Slack Operations Webhooks

Note: Tool names and marks belong to their respective owners. No endorsement or partnership implied.

09Frequently asked questions

Clear answers for
transit leaders.

Everything you need to know about pricing, CAD/AVL integrations, dispatch workflows, predictive maintenance, and operational deployment.