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Embedded AI & IoT · Telemetry

Know the state
of every asset,
in real time.

Real-time telemetry infrastructure, remote diagnostics, and monitoring systems for operational assets across railways, industrial equipment, and distributed infrastructure, so the operations team always knows what is happening, and knows before something fails.

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Operational asset management based on scheduled maintenance cycles and reactive failure response is expensive and unreliable. Real-time telemetry gives operations teams continuous visibility into asset health, enabling condition-based maintenance, intervening when the data says something is wrong, not when a calendar says the service is due. Remote diagnostics reduce the cost of field visits by enabling engineers to understand the asset state before they travel. And remote monitoring enables a central control room to oversee distributed assets at a scale no patrol team can match.

Latency
Sub-second telemetry
Assets
Vehicles · Equipment · Infrastructure
AI
Anomaly detection · Predictive
Deployment
On-prem & Cloud

What we build.

Telemetry Pipeline Architecture

End-to-end pipelines from sensor reading through constrained-link transmission, scaled ingest, and stream processing, each layer engineered with reliability guarantees matched to the data.

Anomaly Detection & Alerting

Machine learning models trained on your asset history detect deviations from baseline behaviour that precede failures, rather than waiting for threshold breaches that fire too late.

Remote Diagnostics

Interfaces that let engineers query live and historical telemetry, run diagnostic routines, retrieve logs, and capture snapshots remotely, cutting the cost and time of first-response investigations.

Operations Monitoring Dashboard

A single pane of glass giving control rooms real-time health status for every asset, geographic maps, live feeds, alert queues, and trend analysis, designed for shift operations.

Live asset data on a screen in 14 days.

From the day you engage us, not from a kickoff weeks later. Every milestone is a result you can see.

  1. Day 4

    Signals, thresholds, and alert owners defined

  2. Day 14

    Live telemetry and first alerts for pilot assets

  3. Day 45

    Fleet dashboards, diagnostics, and anomaly detection

  • Fixed scope

    Scope, price, and milestones are agreed before work starts.

  • No surprises

    Weekly demos and plain-language status. Changes are priced before they are built.

  • Compliance from day one

    Role-based access, data retention, and alert audit logs are configured with the first dashboard.

  • You own the IP

    Code, models, and documentation transfer to you on successful handover.

Know the price, the date,
and the exit before we start.

Fixed-scope project. A defined deliverable at a fixed price and date. Payment is released as each milestone is accepted. The same terms are written into every statement of work for real-time telemetry, remote diagnostics & remote monitoring, so there is nothing to discover later.

  • Quote Within 5 working days Price per milestone, dates, and named architect
  • Priced One price per milestone Third-party costs listed separately, at cost. Invoiced in USD for international clients
  • Paid On accepted working software Not on calendar dates or hours logged
  • Changes Written and priced first Cost and date impact before work starts
01 · The payment ledger

You fund accepted work, never a promise.

Drag to move through the engagement. Money is released only as each gate is accepted, so what you have paid never runs ahead of what you can use.

2 of 4 accepted · 50% released · 50% held
  1. Milestone 1
    Day 4

    Signals, thresholds, and alert owners defined

    Accepted whenWorking software demonstrated against the written acceptance criteria.

    Releases 20%
  2. Milestone 2
    Day 14

    Live telemetry and first alerts for pilot assets

    Accepted whenWorking software demonstrated against the written acceptance criteria.

    Releases 30%
  3. Handover
    At final acceptance

    Code, architecture documents, deployment scripts, and credentials transferred to you.

    Accepted whenFinal acceptance signed. Defects then fixed under warranty at no charge.

    Releases 20%

Illustrative split. The exact percentages and dates are fixed in your statement of work.

02 · The stress test

When something goes wrong, who pays?

Every project meets surprises. What matters is who carries them. Pick one and compare how three commercial models respond.

Time & materials

The hours keep running while the team investigates. You pay for the surprise.

Conventional fixed price

A change request is raised, usually priced at a premium and argued over.

Our contract

We verified it before quoting, and the risk register held an allowance. Any overrun beyond it is ours.

03 · The anatomy of the price

One price, built in the open.

The proposal itemises every feature or milestone, names its assumptions, and keeps a risk register with allowances. Allowances you never use are not billed.

What moves the price
  • Hardware readiness and number of boards
  • Certification or standards needed
  • Connectivity and fleet size
  • Test and field-validation scope
Assumptions written into the SOW (open one to see what happens if it is false)
Working hardware samples are with us by Day 5.

If falseDates move by the delay. The price does not change.

The hardware interfaces match the datasheets provided.

If falseA costed change request with date impact, before work continues.

Field-validation sites are available on the dates agreed.

If falseRe-scheduling is planned with you and written down.

Billed at cost, never marked up
  • Dev boards and test hardware
  • Cloud and connectivity usage
  • Certification lab fees

Invoiced in USD for international clients, with the currency fixed in the SOW. You own it. Code, models, documents, and credentials transfer on payment.

Technology

Built on a production-grade stack.

We pick tools proven in production and maintainable over long lifecycles - not whatever is trending. These are a few we reach for here; explore the full stack behind our engineering.

Explore our technology stack →

What buyers ask before they commit.

Straight answers on timelines, price, risk, and ownership, the same terms that appear in every proposal.

01What is Real-Time Telemetry, Remote Diagnostics & Remote Monitoring?

Real-time telemetry, remote diagnostics, and remote monitoring systems for operational assets. Know the state of every asset in real time across railways, industry, and infrastructure.

02How quickly does Real-Time Telemetry, Remote Diagnostics & Remote Monitoring deliver a first result?

Live asset data on a screen in 14 days. Typical milestones are Day 4: signals, thresholds, and alert owners defined; Day 14: live telemetry and first alerts for pilot assets; Day 45: fleet dashboards, diagnostics, and anomaly detection. Exact dates are written into the statement of work before you commit.

03How is Real-Time Telemetry, Remote Diagnostics & Remote Monitoring priced?

Fixed-scope project: one price per milestone, with a first-release date, itemised in a statement of work within five working days of scoping. Payment is released as each milestone is accepted against written criteria. Cloud hosting, licences, and model usage are passed through at cost. International clients are invoiced in USD. The main price drivers are hardware readiness and number of boards, certification or standards needed, connectivity and fleet size, test and field-validation scope.

04What happens if the scope changes or the work overruns?

The price stays fixed. A change to scope is quoted in writing, with its cost and date impact, and starts only after you approve it. If our own estimate was wrong, the overrun is ours, not yours. You see the budget position against milestones at every demo.

05Who owns the code, models, and documentation?

You do. Code, models, and documentation transfer to you on successful handover. Code, architecture documents, deployment scripts, and credentials transfer on payment, with no licence back.

06How are security and compliance handled?

Role-based access, data retention, and alert audit logs are configured with the first dashboard.

07Do you work with clients outside India?

Yes. We are based in Noida and work with clients around the world, delivering remotely. Calls and demos are scheduled in your time zone, proposals and contracts are in English, international clients are invoiced in USD, and every engagement follows the same fixed-scope terms regardless of where you are.

08When would you decline to fix a price?

If the scope is not yet defined, we do not guess a number. We propose a short, time-boxed discovery with its own fixed price, then quote the build.

Hover to pause
Indian Railways
Indian Army
Vardhaman
Good Insurance Brokers
HQ Lamps
Steller
Bharat Sky Tech
Applied Research International
Goel Lighting
Zefex Industries

Move from reactive to predictive operations.

Surya Narayan Dev, Co-Founder & CEO
Surya Narayan Dev
Co-Founder & CEO

If you are operating assets reactively, responding to failures rather than preventing them, real-time telemetry and AI-driven anomaly detection can change that. We design the full system from sensor to control room, sized to your asset fleet and your operations team's workflow.

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