Customer operations, re-architected for AI

We turn the AI across your acquisition, service, retention and field operations into compounding outcomes
Customer operations, re-architected for AI

2 of Top 5

Telecom & broadcasting companies in the US

Leading

Broadcasting & media companies in the UK

Top

Consumer-technology companies in the US

30+

of the Top Communications companies served globally
Why IT Matters NOW

Intelligence is everywhere. Few have it running the operation.

Across telecom, broadband, mobile, and cable, AI is in every demo, yet most of it never leaves the pilot stage. Service costs, churn and field operations keep rising. Harnessing AI to move them, at a regulator’s standard of trust, takes an operating system: the domain rules, context and live signals that turn scattered AI into outcomes.
Cost to serve

30%–40%

cost-to-serve reduction now achievable with agentic CX
Service costs are the pressure point. Truck rolls, billing disputes and tier-1 contacts dominate operating cost. The unmet mandate is deflecting and resolving them autonomously—without breaking experience.
Retention

659/1000

ISP digital experience score
Churn follows broken digital journeys. Postpaid churn climbed through 2025, and broadband fights the same battle. Digital satisfaction trails app experiences—the gap is where subscribers leave.
Field & network ops

Rising

truck rolls and repeat visits drive field cost
The field is where cost compounds. Truck rolls and repeat visits drive cost across the network. Remote diagnostics and right-first-time field work are the unmet mandate—verify the job, avoid the second visit.

We don't bolt AI onto the contact center. We re-architect it for AI and run it, so intelligence operates.

Proof in production

Real outcomes, inside real operators

Operations run to the number—across service, sales, retention and the field, for telecom giants, broadband and subscriber businesses.
Kairos the operating system

The operating system that turns intelligence into outcomes

It sits between your systems of record and the agents you run, giving every AI system the memory, domain rules, and live signals it needs to act with the full picture across across every subscriber and field workflow.

It compounds domain intelligence instead of relying on rented model horsepower. AI models commoditize, but the communications judgment encoded in the harness does not. The platform remains portable across any agent stack, with no lock-in.
05

AI-native operations: Agents

Service, sales, and retention copilots, along with tech support and field triage agents, execute across acquisition, service, retention, and field operations. These capabilities are in active deployment with select clients.
04

Domain Intelligence: Domain Harness

The Domain Harness encodes what should happen through 25 years of communications expertise, captured as pre-built skills, playbooks, and guardrails. It covers provisioning and billing logic, save-and-retention flows, FCC, CPNI, TCPA, and Ofcom requirements. It is portable across any agent stack, with no lock-in.
03

Organizational context: Intelligent Context Framework (ICF)

The ICF captures what happened by carrying account and subscription state, device and network history, prior contacts, and case context in real time. It closes the gap between what should happen and what actually did.
02

Operations intelligence: Sensors

Operations Intelligence captures what's happening in flight through conversation and process intelligence across calls, chats, and tickets, along with network and CRM signals. It flags churn and fault risk before they cost you.
01

Systems of record

Your CRM, billing, OSS/BSS, provisioning, and network systems are connected through APIs and standard integration rails within your cloud. They are read from, not replaced.

Where the signal becomes memory

Learn about the Intelligent Context Framework
What we engineer for communications

From first contact to the field—across the lifecycle

Where we put technology to work across communications—each powered by a Tech Services capability, and each behind a solution you can run, for telecom, broadband, mobile and cable operators.

Acquisition, sales, and conversion

60% lower AHT on cross-sell chats
We orchestrate inbound and outbound sales, cross-sell, and digital conversion across AI agents and humans, with persona-aware next-best actions and pitch intelligence built in.

Service, technical support, and field triage

25% fewer dispatches; FTR to 82%
We deliver tier-1 and technical support, remote diagnostics, and pre-dispatch triage with conversation and process intelligence, plus field service intelligence that verifies on-site work visually so more contacts resolve first time and truck rolls are avoided.

Retention, save, and subscriber lifecycle

+80 NPS on home-moves; margin held
We improve win-back, save-desk, and subscriber lifecycle engagement with segmentation, sentiment, and propensity models that lift NPS while holding margin.

OSS/BSS and billing modernization

agent-ready stack | legacy silos retired
We re-platform or wrap billing, provisioning, and OSS/BSS systems, binding fragmented tools to the validation and posting that close the order, dispute, or change.

Fraud, identity, and revenue assurance

fraud-behaviour models in production
We strengthen subscription and payment fraud prevention, identity and account verification, and revenue assurance with fraud-behaviour models and the evidence trail regulators accept.

Governed autonomy for communications

HITL → HOTL → HATL | audit-ready
We progress from HITL to HOTL to HATL as trust is earned, with hard policy and compliance boundaries no agent can override and audit-ready decision traces.
Featured solution | Field service intelligence
Video-first capture from the field, turned into structured, verifiable data—so technician site visits, line and equipment installs, and safety and quality checks are validated against the job’s rules at the point of work. Exceptions are caught before a second visit is booked, dispatches are avoided where remote verification will do, and every job carries an audit-ready evidence trail. Fewer truck rolls; right-first-time field work.
The communications solutions this powers
The technology above runs behind our communications solutions, across segments. Explore the ones built for your business:
Telecom
Broadband
Mobile Operators
Billing & OSS/BSS
Field Service
Fraud & Revenue Assurance
Trust & Compliance

Compliance and fair treatment. By design.

We operate within the regulatory frameworks that govern communications. Compliance is built in from the start of every engagement, not audited at the end. Hard policy boundaries prevent agents from overriding controls, and audit-ready decision traces exist at every layer.
SOC 2 Type II
SOC 2 Type II
ISO 27001
ISO 27001
PCI DSS
PCI DSS
ISO 9001
ISO 9001
FCC · CPNI (US)
FCC · CPNI (US)
Ofcom · Consumer Duty (UK)
Ofcom · Consumer Duty (UK)
Compliance, architected in
Compliance, architected in

Rules at the moment of action

US frameworks — FCC, CPNI, TCPA and PCI DSS — UK frameworks—Ofcom and Consumer Duty — and GDPR, encoded as guardrails inside the workflow so every contact, order and change is compliant before it is made.
Decision traceability
Decision traceability

Audit-ready by design

Every agent decision leaves an immutable trace of action, actor and evidence, and surfaces the reasoning that drove it—reconstructable for a regulator review, by design.
Progressive trust
Progressive trust

Autonomy that’s earned

Human-in-the-loop for high-stakes retention and compliance calls, human-on-the-loop for monitored workflows, autonomous only where trust and performance are proven—HITL to HOTL to HATL.
full-stack operator

Intelligence That Operates

Where it starts
Where it starts

Operating-model and AI diagnostic

Most engagements start with a diagnostic that frames the value at stake across the lifecycle before anything is built.
The signal
The signal

Sensor and operations intelligence

The conversation, process and network intelligence that flags churn, fault and fraud risk in flight—the signal behind every next-best action.
The Judgment
The Judgment

Domain harness engineering

25 years of telecom, broadband and mobile expertise encoded as pre-built skills, playbooks and guardrails your agents inherit on day one—portable, no lock-in.
The models
The models

The models themselves

The propensity, sentiment and fraud models behind the work—selected, fine-tuned and evaluated on your data as your data services partner.
How WE Engage

Transform, implement, and operate

Not a consulting engagement, not an outsourcing contract—a single motion from operating-model redesign to agentic operations at scale, under one roof and one contract, with outcomes underwritten.
Transform

Redesign the operating model

Operating-model and KPI redesign at speed—across service, sales, retention and the field—with the value at stake framed before anything is built.
Implement

Build AI-first, end to end

Connect your systems of record, encode communications rules and policy into the harness, and build AI-first workflows to production standard.
Operate

Run it to the outcome

Human + AI operations with governed autonomy and an outcomes-linked commercial model—we carry the risk and underwrite the result, portable with no lock-in.

Good questions to start with

How is this different from a scaled SI or an AI-native CX or agent player?

Scaled system integrators bring breadth, but generalist playbooks. AI-native CX and agent players bring model horsepower you’re effectively renting—without the operating depth to run a regulated, brand-critical communications operation. We bring 25 years of communications domain intelligence encoded as a harness, re-architect the operation for AI, and run it with outcomes underwritten—domain IP that compounds and stays portable, with no lock-in. Stop renting model horsepower; own the judgement that compounds.

Do you handle field service and truck-roll reduction?

Yes—the field is where cost compounds in communications. Our field service intelligence captures work video-first from the site and turns it into structured, verifiable data, validated against the job’s rules at the point of work. Combined with remote diagnostics and pre-dispatch triage, that avoids the dispatch where remote verification will do and catches exceptions before a second visit is booked—fewer truck rolls, right-first-time field work, with an audit-ready evidence trail.

How do you keep AI-led communications compliant?

Compliance is structural. US frameworks — FCC, CPNI, TCPA and PCI DSS—UK frameworks—Ofcom and Consumer Duty—and GDPR sit inside every workflow and AI guardrail; every contact, order and change carries an immutable decision trace; and agents earn autonomy progressively—HITL to HOTL to HATL—with clean escalation to a person, rather than acting unsupervised.

Do you build or fine-tune the AI models yourselves?

We don’t build foundation models from scratch. We select, fine-tune and evaluate the propensity, sentiment and fraud models on your data as your data services partner—see AI Data Services—and orchestrate the models you already run inside the operating system.

Do we have to replace our CRM, billing or OSS/BSS to do this?

No. We modernize onto cloud-first, agent-ready architecture where a rebuild is genuinely the right call, or we wrap and integrate what you already run via APIs and standard rails. Either way the systems of record stay your source of truth; the operating system sits above them and acts with the full account, subscription and network picture.
INSIGHTS

Latest from the Firstsource team

Insights from the field, real operations, real outcomes, and perspectives from the people making it work in live operations.
Enhancing complaint handling in the telecoms sector: A key to compliance and continuous improvement
BLog

Enhancing complaint handling in the telecoms sector: A key to compliance and continuous improvement

Effective complaint handling is a competitive and regulatory imperative in telecoms. A guide to improving resolution rates and CX outcomes across channels.
Adapting consumer duty principles for the UK telecoms sector: A blueprint for better customer outcomes
BLog

Adapting consumer duty principles for the UK telecoms sector: A blueprint for better customer outcomes

A blueprint for UK telecoms firms adapting FCA Consumer Duty principles to improve customer outcomes, complaint handling, and regulatory compliance.
Hyper targeted retention offers and dynamic pricing models transforming subscriber retention
BLog

Hyper targeted retention offers and dynamic pricing models transforming subscriber retention

Hyper-targeted retention offers and dynamic pricing models are transforming how telecoms reduce churn and improve subscriber lifetime value.
Leading U.S. health insurer cuts training development time by 50% with AI-powered instructional design
Case Study

Leading U.S. health insurer cuts training development time by 50% with AI-powered instructional design

Learn how a top US health insurer used AI-powered instructional design to cut training development time by 50%, reduce SME effort, and learning
AI-powered QA transformation: how a leading freight technology provider achieved 100% quality coverage in 90 days
Case Study

AI-powered QA transformation: how a leading freight technology provider achieved 100% quality coverage in 90 days

Discover how a leading freight-tech provider transformed QA with AI to increase accuracy, speed, and reliability across mission-critical operations.
A new era of growth: launching curated and trusted experiences for a global homestays and experiences marketplace
Case Study

A new era of growth: launching curated and trusted experiences for a global homestays and experiences marketplace

See how a global homestays marketplace strengthened trust, safety and compliance through advanced controls that protect users and ensure secure experiences.
CONTACT US

See where AI changes your cost and risk first

Start with a diagnostic across mortgage, lending, cards and fraud. We’ll frame the value at stake—and the first operation to re-architect—before you commit to anything further.