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ETHENTA · BUILT ON EVIDENCE
AGENT ASSIST · LIVE · CLICK TO ENLARGE
A POINT OF VIEW FOR BPO LEADERS
The combined footprint
The model that built outsourcing isn't over, it has a new bedfellow. This is how an outsourcer combines people, process and AI, and earns the right to build what the client needs today and tomorrow.
AI pilots and POCs Innovation labs Isolated use cases that never reach the floor
Enterprise Value Creation
New operating models Executive decision intelligence Competitive advantage Human + agentic, in production
Where leaders aim
Where most providers sit today
“
The providers that pull ahead won't use the most AI. They'll understand where the client's business actually creates value, and put agentic AI exactly there.
Aimed at delivery, AI just makes the old model cheaper. Aimed at the client's enterprise value, it changes the game.
The new footprint is human and agentic, together
HUMAN
Client-facing teams, judgement and accountability
Relationships, empathy, the exceptions and the calls a person must own, and the client must be able to trust.
AGENTIC
A silent agentic layer, beneath every interaction
Retrieves, drafts, checks, routes, forecasts, reconciles and learns, in the engine room, at full coverage.
One combined footprint
The unit of value is the two working as one, and priced on what they deliver.
Not people alone. Not automation alone. The combination no single-play provider can match.
Trust is the licence to build what's next
A BPO earns the right to create solutions, not by owning the most tools, but by being trusted to put the client's business first.
01
Do the right thing, visibly
Act on behalf of the client's business first, even when the honest answer shrinks a seat line. Be seen to do it, not just say it.
02
Put the business at the centre
Start from where the client creates value and what they need today and tomorrow, not from a product you're trying to place.
03
Real AI capability
Genuinely skilled in what AI is and how to apply it, not reselling off-the-shelf packages that don't fit and don't work at the edges.
04
Combined capability
Traditional strengths and AI, built together, and a business model evolved to deliver both the run and the transformation.
Earn trust by acting for the client first. Then you're the one allowed to build what's next.
The best AI is the one your teams and customers never see
WHAT EACH ONE RECEIVES · AND NEVER THE AI ITSELF
Customer
An agentic portal that just resolves it
Agent
A guided screen: next best action, ready reply, a flag
Team Leader
Live floor view: challenges and coaching, surfaced
Quality
Auto-QA at 100% coverage, in real time
Training
Skill-gap needs analysis, as it emerges
WFM
Demand forecast and schedule, ahead of time
RTM
Intraday adherence, reallocated live
Dashboards
MI and reporting, always up to date
THE SURFACE · NO ONE SEES THE AI
THE AGENTIC LAYER · AGENTS AT WORK BENEATH EVERY INTERACTION
Listen
Retrieve
Check
Draft
Route
Reconcile
Forecast
Score risk
Coach
Learn
THE KNOWLEDGE GRAPH · ENTITIES, RELATIONSHIPS, CONTEXT
One connected source, read and written by the agents.
The graph beneath, the agents in the engine room, the judgement in the room. No one sees the AI.
The levers it moves
The same silent layer, measured where the operation actually feels it.
HANDLE TIME
AHT + ACW ↓
Retrieval, drafting and after-call work happen in the background, so the conversation is shorter and cleaner.
RESOLUTION
FCR ↑
The right answer surfaced in the moment, so more is resolved on first contact.
QUALITY
QA 2% → 100%
Every interaction scored against policy and outcome, not a 2% manual sample.
RAMP
Time-to-proficiency ↓
New starters are guided to competency, reaching the floor faster and safer.
ATTRITION
First 90 days ↓
Less overwhelm and more support where new agents struggle most.
EXPERIENCE
CSAT / NPS ↑
Faster, more consistent, more human, because the effort moved off the person.
One silent layer. The numbers your board already watches, moving the right way.
How to think about AI, and make it stick
WHAT IT IS, AND ISN'T
A capability layer that works with people, mostly unseen
Not a replacement for judgement, or a badge for the next RFP
Probabilistic, so it must earn trust with evidence
WHAT TO AVOID, AND WHY
Off-the-shelf packages bought because they demo well, they rarely fit, and don't work at the edges
Surfacing AI everywhere, it overwhelms agents and erodes trust
Big-bang rollout, it skips the proof, and the governance regulated clients demand
HOW IT SUCCEEDS
Start silent in the engine room, surface only what helps
Prove it on one line of business, then scale what sticks
Assess capability, design change around people, govern for the client's risk
Adoption is not a launch. It is trust, earned in the open, with agents, and with the client.
One knowledge graph, not a fragmented stack
TRADITIONAL · SILOED POINT SOLUTIONS
INTELLIGENCE-FIRST · ONE KNOWLEDGE GRAPH
CCaaS
OWN DATA
Client Chatbot
OWN DATA
Case Management
OWN DATA
CRM
OWN DATA
WFM
OWN DATA
Knowledge Base
OWN DATA
Every interaction
Knowledge Graph
triage · serves knowledge
AI Agentresolves end-to-end
Agent Assistnext best action
Quality100% coverage
WFMforecast & schedule
Case Mgt / SOPsguided steps
Knowledge Mgmtanswers in context
CRMthe full customer
REPLACES THE POINT TOOLSCCaaS · Chatbot · CRM · Case Mgt · WFM · QA · KB
Siloed tools each hoard their own data. One graph triages every interaction and serves the knowledge each function needs: insights, data, next best action.
Not a mockup: a working pre-sales POC
Paint Intelligence Platform: one intelligence, many experiences. A fully working proof a client can click through before committing a penny. Click any screen to enlarge.
ASK THE EXPERT
PAINT DOCTOR
COLOUR STUDIO
PROJECT PLANNER
Ask the Expert · Paint Doctor · Colour Studio · Project Planner · Agent Assist. Every experience from one platform. This is what building your own IP looks like.
Evolve the model: for run, and for transform
TO THE CLIENT
Outcomes they can measure, not activity they must audit
One footprint across the whole relationship
Growth unlocked in QBRs and transformation, not just SLAs held
THE ENGINE
The combined footprint
Human + agentic intelligence
TO THE BPO
A model that funds both: today's run and tomorrow's transformation
Reprice from input (seats, hours) toward output (outcomes, gainshare)
Capability built into owned IP, not rented from vendors
Buy what extends the whole. Build what differentiates. Then take it to market as product.
The traditional revenue doesn't stop. New value layers on top, and the model evolves to hold both.
Done well, this beats any other service provider
People-only BPO
Scales labour. Exposed the moment the client evolves without it.
Automation vendor
Ships tools. No people, no judgement, no accountability.
Consultancy
Advises on the change. Does not run the operation.
The combined footprint
People and agentic intelligence, running the work, and improving it.
Done well, a BPO can offer more value through a combined human and agentic footprint than any other service provider.
Not either-or. The one model that owns both the work and the intelligence over it.
Advise, or build it with you
ADVISE
The point of view and the diagnostic: where agentic AI creates client value, not just delivery savings
A roadmap your board can back, and a pricing model that captures the value created
Governance and change designed around your people and your clients' risk
BUILD
The knowledge & intelligence layer, stood up on one LOB and proven
Agent assist, auto-QA and decision intelligence, run alongside your teams
Scaled across the operation, and taken to market as your product
I read a BPO the way an operator does: margin, occupancy, attrition, the client's risk, and put agentic AI exactly where it moves those numbers.
Andrew Hall · Founder, Ethenta · andrew.hall@ethenta.com
BUILT ON EVIDENCE
WHERE THIS STARTS
Make AI an advantage that compounds, not a bolt-on that fades.
01
Think about AI correctly
A clear, honest model of where AI creates value: in your business, and your clients'.
02
Build IP, not bolt-ons
Capabilities you own that truly differentiate, not more off-the-shelf products known to fail.
03
Value that doesn't falter
As AI takes hold, value creation matures across every part of the business, until you are unique in the market.
Let's start with where AI creates the most value in your business, and build the IP that keeps you ahead.
