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Customer Experience and Service Operations
Agentic CX that lifts CSAT while it compresses cost-to-serve.
This is the customer-facing domain. Agentic resolution, exception and escalation management, contact-center and service-desk operations: higher CSAT and first-contact resolution, lower cost per ticket, faster handle times. Twelve-week outcome-staked cycles, named senior experts orchestrating AI agents, value verified by your ROI-approving stakeholders.
No obligation. We pick up.
The pattern
Service cost scales linearly with volume.
Every new customer, SKU, region, and policy change adds tickets, and every ticket adds a seat. The contact center grows headcount in lockstep with volume, handle times creep, escalations pile up, and CSAT slides while cost-to-serve climbs. The usual fix is an outsourced contact center: a black box that hides the unit economics and locks you into a seat-count contract that still scales cost with volume.
Agentic CX breaks the line. AI agents absorb the high-volume, low-judgment contacts (resolve them end to end, not just deflect), while senior operators own the contacts that need judgment and the escalations that need a human. Cost stops tracking volume, CSAT and first-contact resolution rise, and every cycle ships a verified outcome your finance and operations leaders can sign.
How we do it
Twelve weeks. Customer-facing.
CSAT up, cost-to-serve down.
One cycle is enough to lift a real CSAT line and cut a real cost-to-serve number. Multi-cycle programs compound: each cycle widens the contacts agents resolve and the channels they cover while the baseline tracks the experience and the cost together.
Week 0 to 2
Baseline the experience and the cost
We name the pod in the SOW, ingest your ticket, transcript, and contact data onto our harness, and lock an Approved Value Baseline with your ROI-approving stakeholders. CSAT, first-contact resolution, handle time, and cost per contact are agreed in writing before any work begins.
Week 2 to 9
Resolve the volume, lift the experience
Senior operators own the judgment contacts and escalations; AI agents own the volume (resolution, deflection, triage, knowledge retrieval, voice-of-customer analysis). CSAT and first-contact resolution rise and cost per ticket falls against the live baseline, inside your real operation, not a slide.
Week 10 to 12
Verify the lift, then compound
Your stakeholders sign off on Value Created (CSAT lift, higher first-contact resolution, lower cost per contact, fewer escalations). Cycle 2 activates with no second procurement cycle, widening the surface that agents resolve and the channels they cover.
In operation
Touchpoints instrumented around a single source of truth.
Where we engage
Five shapes inside this domain.
Most programs combine two or three of the shapes below into a single twelve-week cycle. We size the cycle to the value baseline, not to the number of shapes.
Agentic resolution and deflection
AI agents that resolve support and service requests end to end, not just deflect them, with a clean escalation path to a senior operator. Higher first-contact resolution, faster handle times, and the single biggest lever on both CSAT and cost-to-serve.
Service-desk and contact-center operations
Run the live operation as an instrumented flow rather than a seat-count black box. Senior operators own the judgment contacts, agents own the volume, and the baseline tracks cost per contact, handle time, and CSAT in real time.
Exception and escalation management
Turn the hidden cost of manual exceptions and escalations into an instrumented, agent-assisted flow. Fewer escalations, faster resolution, and a measurable drop in the labor spent firefighting the hardest contacts.
Voice-of-customer and CSAT instrumentation
Wire CSAT, first-contact resolution, and sentiment into a live signal that drives the operation. Agent-driven transcript and survey analysis surfaces the root causes of dissatisfaction and the contacts worth automating next.
Knowledge and self-service automation
Stand up the knowledge base and self-service paths that let customers resolve the routine themselves and let agents resolve the rest. Continuously maintained by agents, so the answers stay current as products and policies change.
Proof
Service operations instrumented at Fortune 100 scale.
Trusted by teams at...
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How we shipped service and resolution outcomes for Philips inside Cycle 1, on a program that had stalled at the pilot stage.
Outcomes landed inside the first twelve weeks, signed off by Philips against an Approved Value Baseline locked in Week 2. The operating model stayed with Philips. Cycle 2 widened the surface agents resolved. Proof that a measurable lift can land in a single quarter, not a year out.
Commitments
Four contractual commitments,
live in every cycle.
The full set of seven sits on the Services page. These four show up the most often in Customer Experience engagements, where the buyer owns service operations and the lift is the point.
- 01
ROI or We Pay
A portion of every cycle's fee is staked on validated outcomes against the Approved Value Baseline. When the lever is CSAT lift and cost-to-serve you can measure, the speed of payback is our risk too.
- 02
Free Until Value Pilot
Thirty-day proof-of-value pilot. You pay only at a production-grade outcome, so the agentic resolution flow proves itself on real tickets before it costs you.
- 03
Transparent Resource Plan
Named senior operators on the SOW. Substitutions need client sign-off. No labor pyramid, no juniors learning on your customers, no black-box seat count.
- 04
12 Month Hypercare
A full year of hypercare after the cycle ships. The agents, knowledge base, and instrumentation keep working as products and policies change, with us on the hook for the experience.
Related domains
Programs usually span more than one.
Clients hire us on one problem domain and discover they have the other four. Customer Experience runs the customer-facing front line; the execution domain runs the internal workflows behind it. The mechanism is the same across all five problem domains: twelve-week cycles, named senior experts, AI agents on production workflows.
Agentic Execution of Enterprise Workflows
Agentic Execution runs the internal workflows that move money. Customer Experience runs the customer-facing operations that protect revenue and lift satisfaction. Order-to-cash, procure-to-pay, S&OP, and contracts, wired into the systems you already run.
See the domain →
Enterprise AI Operationalization
Move AI out of pilots into the parts of the business that change the P&L. Named senior experts orchestrating AI agents on production workflows.
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Supply Chain and Fulfillment Transformation
The multi-cycle rebuild of allocation, fulfillment, demand sensing, and the operating interfaces that decide whether the customer promise can be kept.
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Operational Resilience and Working Capital
The defense domain: Cycle-1 margin and working-capital recovery that protects the P&L this quarter against tariffs, demand shocks, and rate pressure.
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Direct line
Lift the experience this quarter.
Twenty-five minute call. A Cycle 1 sketch tied to the contacts, CSAT, and cost-to-serve in your operation right now. Baseline mechanics, named operators, the fastest-lift levers. No slides, no obligation.
No obligation. We pick up.
Frequently asked