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Industries · Telecom & Media

At this scale, a small error becomes a big one.

AI runs across the telecom and media stack — customer-support copilots at massive scale, network-optimisation intelligence, content recommendation and moderation, churn and fraud models. The volume is the exposure: a small error rate, multiplied by millions of customer interactions, is a large problem.

AI use vs. the obligation that governs it
Customer-support copilotConsumer protectionHOTSPOT · CONSUMER DUTYNetwork-optimisation AIService reliabilityCLEAREDContent recommendationEU AI ActHOTSPOT · EU AI ACTContent moderationPlatform accountabilityUNGOVERNED · PLATFORM DUTYChurn predictionDPDP / privacyCLEAREDFraud & billing modelsDPDP / privacyHOTSPOT · DPDP

AI now runs across the whole network at scale — and the nodes that can’t be signed off light up as hotspots, each against the obligation it answers to. Illustrative; not a measured result.

Where the risk is

The systems you can’t sign off on.

Each of these runs at a scale where a small error rate stops being tolerable — and none of them is defensible the way it stands today.

  1. A support assistant handling millions of conversations, any of which can go wrong publicly

  2. Network-intelligence AI whose decisions affect service quality and reliability

  3. Content recommendation or moderation systems making calls at scale

  4. Fraud and churn models acting on customer data and accounts

The regulatory bar

Scale turns a tolerable error rate into a regulatory one.

Telecom-sector data and consumer-protection obligations, DPDP/privacy rules on the customer data these systems consume, content-moderation and platform-accountability expectations for media, and the EU AI Act where systems profile or decide.

Scale turns a tolerable error rate into a regulatory and reputational one.

What we assure

Assure AI at telecom scale.

We assure AI at telecom scale — validate the customer-facing systems, control the ones that act on accounts and service, and give you the evidence to defend decisions made millions of times a day.

Validate the customer-facing systems

We validate the customer-facing systems — the ones that talk to millions, where any conversation can go wrong publicly.

Control what acts on accounts and service

We control the ones that act on accounts and service — fraud, churn and network intelligence that move real outcomes.

Evidence to defend decisions at scale

We give you the evidence to defend decisions made millions of times a day — not assumed, but shown.

Assure the AI that talks to millions of your customers.

Start with an AI Exposure Snapshot, or talk to us about your specific situation.