Use case 1
Agent assist for support delivery
Real-time copilots for existing agents in their existing console.
For BPO founders, CEOs, COOs, delivery leaders
07
Bring your BPO into the AI-first era without disrupting the book of business that pays today.
Augment delivery teams with agents, copilots, and QA automation. Defend margins and win AI-first RFPs.
01
The work that is quietly eating margin.
From labor arbitrage to AI-enabled outcome delivery.
1Every client asks for your AI story
2Labor arbitrage is no longer a moat
3Margins compress quarter over quarter
4QA is manual sampling
5You need to move without breaking delivery
02
The closed-loop system OpenNash builds.
Same operating pattern, tuned to BPO Modernization workflows.
01 Intake
Capture
Read work from the tools your team already uses.
02 Reason
Decide
Classify, retrieve context, choose the workflow, and flag risk.
03 Draft
Produce
Create the response, report, memo, update, or work product.
04 Approve
Control
Route judgment-heavy or sensitive actions through human review.
05 Learn
Improve
Measure outcomes, exceptions, quality, and cycle time.
Feedback loop: every completed workflow becomes a signal for the next version.
03
High-leverage use cases.
Start where the volume, pain, and business value overlap.
Use case 2
AI QA scoring
Scores 100% of interactions and reallocates QA analysts to coaching.
Use case 3
Ticket and call summarization
Eliminates wrap-up time and populates CRM and ticket notes.
Use case 4
Back-office workflow automation
Processes forms, validates data, and routes exceptions.
Use case 5
AI-enabled service lines
Productized agents you can sell to clients under your brand.
Use case 6
SLA reporting dashboards
Live SLA, quality, and ROI dashboards for clients and internal ops.
04
Before and after.
Representative outcomes depend on scope, data quality, systems, and volume.
Before
Manual drag
- Pure-labor delivery model
- QA samples 2-5%
- Margins under pressure
- AI is a slide, not a service
to
After
AI-enabled ops
- AI-enabled outcome delivery
- QA on 100%
- Margin expansion of 15-30%
- AI service lines you can sell
Delivery margin
+15-30%
Representative range
Cost per contact
-40%
Representative range
QA coverage
100%
Representative range
New service lines
2-5
Representative range
Next step
Bring your BPO into the AI-first era.
Book a 30-minute meeting or email [email protected] with the workflow that hurts, the tools involved, and what success would look like in 90 days.