Live deployments

Running in the field today

Platforms in production with our clients — what each one does and where it runs.

LiveISTSS

Adaptive AI traffic signals running at city junctions

Nanded-Waghala CMC · Chandrapur · PCMC (Wakad) · Maharashtra

ISTSS junction cameras measure traffic on every approach and re-time the green split each cycle instead of running fixed timers. In Nanded the system also drives Marathi public-address announcements at the junction.

  • Live in three cities — Nanded, Chandrapur and PCMC Pune (Wakad)
  • Per-approach vehicle data the corporations never had before
  • Marathi voice announcements and junction health monitoring

Body tracking, PPE kit checks and robot halt on human entry

Automotive OEM · Body paint shop

Auravex vision runs on edge devices in an automotive body paint shop: it detects and tracks each vehicle body on the line, checks that people entering the shop wear the required PPE kit, and halts the robot when a person is detected inside the robot area. Video is analysed on site — only events travel to the dashboard.

  • Every body detected and tracked through the paint shop
  • PPE kit check — anyone without the required kit is flagged with a snapshot
  • Robot halt — the robot stops when a person enters its working area
  • Edge inference on NVIDIA Jetson — no video streamed to the cloud

Face-verified gate access at a vehicle test track

Mahindra Vehicle Test Track · Test-track gate

Drivers and staff are verified at the gate with an Auravex app: PIN login plus face matching performed on a Jetson device at the gate itself, so access decisions do not depend on the internet.

  • Face match on-site at the gate (edge, not cloud)
  • PIN + face verification for drivers and staff
  • Gate events logged for security review

Public EV charging run on MorphCharge

Nanded-Waghala City Municipal Corporation · Nanded

The corporation's charging points run on MorphCharge: drivers scan the QR on the charger, pay by UPI and charge — no app download — while the corporation sees sessions, energy and revenue on one console.

  • Scan · pay · charge with UPI, no app needed
  • Works with any OCPP-compliant charger
  • Live sessions, energy and settlement reports for the corporation

AI skilling for every professional, taught by AI twins of real experts

aikushal.com · Every professional — students to working teams

On AI Kushal, a professor records once and Twin Studio builds their AI twin, which teaches live classes in the professor's face and voice, explains slides and answers students' doubts — in Marathi, Hindi or English.

  • Live clone-teacher classes on the platform
  • Tracks for every profession — teachers, doctors, engineers, lawyers, accountants, farmers, contractors, government and corporate teams
  • Doubt-solving available 24×7 in three languages
aikushal.com ↗
LiveAROS

AI agents running MorphCharge's own sales follow-up

MorphCharge (Datamorphosis) · Sales & lead follow-up

AROS captures MorphCharge enquiries from the website, social media and expo stalls, follows up by email and WhatsApp, and its voice agent calls back the people who asked — in Marathi, Hindi or English — booking meetings into the calendar.

  • 24 AI agents working one pipeline, visible live in the Agent Engine
  • Every call recorded and transcribed in the language spoken
  • End-of-day report of calls, hot leads and open questions
app.datamorphosis.in ↗

Engagement patterns

How we deliver

Selected engagements, anonymized where required by client agreements.

Smart City

Adaptive signal pilot at a congested urban junction

Deployed ISTSS edge units at a four-arm junction with fixed-timer signals. Adaptive timing reduced measured peak-hour queue lengths and produced the first per-approach density data the corporation had ever had.

  • Per-cycle adaptive green splits live within 6 weeks
  • Junction health telemetry replacing manual inspection
  • Emissions-savings baseline established for scale-up proposal
Manufacturing

PPE compliance analytics across a manufacturing plant

Auravex AI deployed on existing CCTV in helmet-mandatory zones. Shift-wise compliance reports gave safety officers evidence-based conversations instead of spot checks.

  • Existing cameras reused — no hardware replacement
  • Sub-second on-site alerts for violations
  • Weekly compliance trend reports per zone and shift
Communities

Digitizing operations for a 400-flat housing society

Community AI replaced WhatsApp groups and paper registers. Complaints, notices and vendor AMCs moved to tracked workflows with an AI assistant answering routine resident queries.

  • Complaint resolution time made visible for the first time
  • Committee handover simplified by documented history
  • Routine queries deflected to the AI assistant

Want a reference conversation?

For qualified opportunities we arrange direct conversations with deployment stakeholders.