Platform
One platform to teach, test and run AI Operators
Turn your operating procedures into Operators that resolve requests across your systems, prove them on your own history, and release them under your controls.

Actions · Case #48213
Unfreeze card after travel block
Hi, my debit card was frozen after I paid for a hotel in Lisbon. Can you unblock it? I’m travelling until Friday.
- Eloquent AI
Request classified
Card unfreeze · travel
- Okta
Identity verified
Step-up via app push
- Core banking
Card checked
Card ··4417 frozen by rule TRV-02
- Unit21
Fraud signal cleared
Merchant and location match travel notice
- Core banking
Card unfrozen
Write-back confirmed
- Outlook
Customer replied
Reply sent from servicing inbox
- Audit log
Audit entry written
Evidence pack A-48213 · 7 actions
How an Operator works
An Operator is not a chatbot that answers questions. It completes the request, end to end, the way your best person would.
- 01
Understands the request
Reads the email, chat or ticket, identifies the intent and the customer, and picks the procedure that applies.
- 02
Follows your procedure
Works step by step through the ESOP your team approved, with the guardrails and owners attached to it.
- 03
Works in your systems
Uses core banking, CRM, identity and case tools the way your team does. No rebuild and no new APIs.
- 04
Evidences every action
Logs each step with the data behind it, and hands anything outside policy to the right person.
Teach
Your procedures, as ESOPs
Record a workflow once or upload the procedures you already have. Eloquent AI turns them into executable operating procedures that Operators follow exactly.
- Step-by-step procedures your team reviews and approves
- Guardrails and owners attached to every procedure
- Versioned, so every change is tracked

Train · ESOPs
Card unfreeze: travel block
- 1
Verify the customer with an app push before any card change.
Okta - 2
Look up the card and the rule that froze it.
Core banking - 3
If the block is travel-related, match merchant and location against the travel notice.
Unit21 - 4
Unfreeze the card and confirm the write-back.
Core bankingRequires step 1 - 5
Reply to the customer and attach the evidence pack.
Outlook
Simulate
Proven before it goes live
Replay thousands of historical and synthetic cases against a new Operator, and see accuracy, policy adherence and escalations before a customer does.
- Replay months of real cases in minutes
- Policy breaches flagged per scenario
- Escalations checked against the ESOP

Test · Simulate
Card unfreeze v14 against 90 days of cases
- Scenarios
- 2,400
- Resolved correctly
- 98.6%
- Policy breaches
- 0
- Travel blocks99%
- Suspected fraud97%
- Lost or stolen99%
- Expired cards98%
- Ambiguous requests94%
31 cases escalated to a human, as the ESOP requires.
Deploy
Released one step at a time
Route a small share of live requests to the Operator, compare it with your team, and widen the rollout as the evidence builds.
- Staged rollouts from 5% of traffic
- Side-by-side comparison with your team
- Every stage needs an approval

Deploy · Rollouts
Card unfreeze v14
- 5%Week 1
- 25%Week 2
- 50%Week 3
- 100%Pending approval
| Last 7 days | Operator | Team |
|---|---|---|
| Resolution rate | 93.8% | 91.2% |
| Median handle time | 2m 41s | 18m 05s |
| Escalation rate | 4.1% | n/a |
Monitor
Every action, and why
Each step an Operator takes is logged with the evidence behind it. Recommendations show where a procedure can be tightened or a new workflow is worth automating.
- Immutable audit log for every case
- Outcomes tracked against your KPIs
- Recommendations for the next workflow

Monitor · Dashboard
Card servicing
Resolution rate
94.1%
+10.2 pts in 12 weeks
Recommendations
- Add the new Lisbon card rule to the travel ESOP+1.2% resolution
- Escalations for limit changes cluster on MondaysStaffing
Works inside the systems you already run
Operators use your existing tools the way your team does: core banking, risk and compliance data, CRM, service desks, email and payments. No rebuild and no new APIs.
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Unit21
Prelim
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Bank-grade security and controls
Eloquent AI’s Mission Control brings deterministic guardrails, QA on every action, and complete audit trails together in one powerful control layer. CISO-approved and regulator-ready from day one.
Read our data processing addendum- SOC 2 Type II
- ISO 27001
- GDPR Compliant
- Zero Data Retention
- PII Masking
- Enterprise Deployment