Telco.

Telcos run customer-care and incident-management at scales where every percentage point of deflection or mean-time-to-summarise compounds into measurable margin — generative AI lands here first, not at the network core. In practice, the first deployments cluster around customer-care deflection, internal copilots, document intelligence, agentic workflows — areas where evaluation criteria are objective, data is already in the system, and an evaluation harness can measure quality continuously.

Regulators-of-note for telco engagements typically include ACMA, Ofcom, FCC, IMDA. The specific regulators that bind a given engagement depend on jurisdiction and the data classes in scope — we map this explicitly during discovery rather than assume a global posture.

We do not deploy generative agents to act on network configuration or provisioning systems autonomously; agentic workflows stop at the change-ticket boundary. This is a deliberate trust boundary, not a capability gap — we are equipped to build the systems we decline to build, and we decline to build them because the risk-to-value ratio in this industry does not justify it.

Our telco engagements typically sit between Chief Customer Officer, Head of Network Operations, Director of BSS / OSS and equivalent senior operators. The decision-maker varies by organisation, but the common thread is a leader accountable for both delivery and downside.

In telco, generative AI plays in customer-care deflection, network-incident summarisation, and product-recommendation engines. The same techniques look superficially similar across industries, but the data shapes, evaluation criteria, and adverse-event posture differ enough that copy-pasting an engagement from another industry usually produces a system that fails the first audit it sees.

With a paid two-week discovery: workshops with leadership and operators, a scored use-case shortlist, and a fixed-fee proposal for the next gate. We never start with a six-month strategy engagement — the smallest deployable surface that produces measurable value is always our first cut.