📡 Industries · Telecom

Telecom businesses in India, and what technology actually fixes

We understand that telecom is a thin-margin, high-volume business where every rupee saved on tower energy and every percent cut from churn goes straight to the bottom line.

The problems that come up again and again in telecom

Drawn from the work we actually do in this sector — not a generic list.

  • Network congestion at peak
  • Customer churn
  • Subscription and usage fraud
  • Tower maintenance cost
  • Energy cost per site
A city skyline at dusk

What we build for telecom businesses

Each of these is a real service with a real price. The name describes what it does in your operation, not what it is called in a brochure.

Churn Prediction & Retention Intelligence

The problem. Customers leave silently — missed calls, dropped data, top-up delays — before they even call to complain.

What we build. A domain-tuned RAG / multi-agent solution that ingests CDRs, NDRs, payment history and grievance logs to flag at-risk subscribers seven days before they port out, with personalised retention offers pre-loaded to your existing CRM.

What changes. Your retention team spends time on the people who will actually churn, not the whole subscriber base.

You probably need this if: You notice a spike in MNP requests or a dip in ARPU that you cannot explain from any single dashboard.

Delivered as Custom AI Build from ₹2,00,000 one-time

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Subscription & Usage Fraud Detection

The problem. SIM boxing, ILRO TC looping, and VoIP bypass eat into revenue that is impossible to reconcile from billing alone.

What we build. Anomaly-detection agents that cross-reference call patterns, location pings, IMEI changes and recharge behaviour to surface suspicious sessions in near real-time, with automated flags pushed to your fraud management system.

What changes. Revenue protection shifts from end-of-month reconciliation to same-day intervention.

You probably need this if: Your post-paid ARPU looks right on paper but the reconciliation sheet never balances.

Delivered as Custom AI Build from ₹2,00,000 one-time

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Tower Predictive Maintenance & Computer Vision

The problem. Generator fuel theft, battery degradation and AC failures at remote sites drive up O&M cost that you cannot predict from manual rounds.

What we build. Computer vision and telemetry fusion that watches tower CCTV, power logs and ambient sensors to flag abnormal heat, vibration or fuel drain before equipment fails, with work orders pre-loaded to your existing GSM system.

What changes. Your O&M team visits towers proactively instead of running blind after breaks.

You probably need this if: You notice a generator fuel bill that does not match the site's uptime log.

Delivered as Custom AI Build from ₹2,00,000 one-time

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Tower Site Energy Cost Reduction

The problem. Diesel and grid power per site are the biggest opex line that you cannot optimise from any single dashboard.

What we build. A costed roadmap that identifies waste across your site portfolio — hybrid solar sizing, battery cycle optimisation, and generator load shifting — prioritised by rupee saved per tower.

What changes. Your energy cost per site drops while maintaining the same network uptime SLAs.

You probably need this if: You receive a diesel invoice that does not match the generator's run log.

Delivered as FinOps — Cloud & AI Cost Optimization from ₹49,999 one-time

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Always-on AI Voice Support & Call Routing

The problem. Call centre wait times at peak hours drive up customer frustration and repeat calls that inflate your operational cost.

What we build. An AI voice agent that resolves first-line queries — balance checks, usage status, complaint logging, and FAQ — in natural voice, with escalation paths pre-loaded to your existing IVR system.

What changes. Your call centre handles complex issues instead of repeating the same FAQs.

You probably need this if: You notice an IVR drop-out rate that spikes during payment cycles.

Delivered as AI Voice Agents & Support Automation from ₹1,25,000 one-time

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DPDP Act Readiness for Subscriber Data

The problem. Telecoms hold massive PII — CDRs, location history, payment data — that attracts fines up to 250 crore under India's new rules.

What we build. A costed roadmap that maps your data flows, flags consent gaps, and prepares audit trails across your existing stack — no platform purchase required.

What changes. You are audit-ready for the DPDP enforcement deadline without guessing where you stand.

You probably need this if: Your legal team asks about subscriber data that you cannot locate from any single inventory.

Delivered as DPDP Act Compliance (India) from ₹39,999 one-time

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Sovereign LLM for Customer Data Residency

The problem. Regulators may require subscriber data to stay on Indian infrastructure — you cannot run it on foreign clouds.

What we build. Private LLM deployment on your own infrastructure that runs modern AI on data that never leaves your control — fully data-resident and compliant with TRAI guidelines.

What changes. You can use modern AI without breaking the data-residency rules that your licence depends on.

You probably need this if: Your compliance team asks about CDRs that you cannot host on foreign clouds.

Delivered as Private & Sovereign LLM Deployment from ₹1,50,000 one-time

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What telecom businesses ask us for that we do not sell off the shelf

We would rather tell you this now than discover it in month two. These are scoped projects, not products.

Network Congestion Forecasting & Dynamic Load Balancing

Peak-hour congestion drives customer complaints and revenue loss that you cannot predict from static capacity plans.

How we would approach it. This is scoped work — a multi-agent solution that ingests traffic patterns, event calendars, and historical congestion data to forecast demand and pre-load dynamic routing rules into your existing OSS/BSS stack.

Tower Security & Intrusion Detection with Computer Vision

Equipment theft, vandalism and unauthorised access at remote towers drive up replacement cost that you cannot detect from manual rounds.

How we would approach it. This is scoped work — computer vision agents that watch tower CCTV and perimeter sensors to flag abnormal movement or equipment removal in near real-time, with alerts pre-loaded to your existing security operations center.

Scope one of these with us

Questions telecom businesses ask us

How do I know if we need churn prediction & retention intelligence?

You probably need this if You notice a spike in MNP requests or a dip in ARPU that you cannot explain from any single dashboard. Once it is running, your retention team spends time on the people who will actually churn, not the whole subscriber base.

How do I know if we need subscription & usage fraud detection?

You probably need this if Your post-paid ARPU looks right on paper but the reconciliation sheet never balances. Once it is running, revenue protection shifts from end-of-month reconciliation to same-day intervention.

How do I know if we need tower predictive maintenance & computer vision?

You probably need this if You notice a generator fuel bill that does not match the site's uptime log. Once it is running, your O&M team visits towers proactively instead of running blind after breaks.

How do I know if we need tower site energy cost reduction?

You probably need this if You receive a diesel invoice that does not match the generator's run log. Once it is running, your energy cost per site drops while maintaining the same network uptime SLAs.

How do I know if we need always-on ai voice support & call routing?

You probably need this if You notice an IVR drop-out rate that spikes during payment cycles. Once it is running, your call centre handles complex issues instead of repeating the same FAQs.

How do I know if we need dpdp act readiness for subscriber data?

You probably need this if Your legal team asks about subscriber data that you cannot locate from any single inventory. Once it is running, you are audit-ready for the DPDP enforcement deadline without guessing where you stand.

See this costed for your own business

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