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Ops Team Deep Dive (45 Minutes)

[0:00-5:00] Context and Introductions​

"This session is focused on day-to-day operations outcomes: faster onboarding, fewer re-key errors, and cleaner handoff into your loan system."

[Show session agenda and expected outcomes slide.]

Transition: "Let’s start where your team starts every day: document intake."

[5:00-15:00] Document Upload and Processing​

"I will upload three documents together so you can see both standard and complex handling."

[Batch upload acme, betabank, gamma; show processing queue and status progression.]

Hands-on moment: Invite one participant to choose which completed document to open first.

"The goal is not just speed. It is predictable throughput with clear confidence markers."

Transition: "Next, we go field-level and show how reviewers spend time only where needed."

[15:00-25:00] Extraction Review Deep Dive​

"Here you can see confidence scores by field and exception routing for low-confidence items."

[Open extraction review. Edit one field, drill into provenance, then run approve/reject for selected items.]

Hands-on moment: Ask an operations lead to choose one field and request provenance proof.

"This is where QA discipline improves without adding overhead. Analysts validate exceptions, not entire documents."

Transition: "Once reviewed, the next step is downstream handoff to LoanIQ."

[25:00-35:00] LoanIQ Export Walkthrough​

"We map extracted fields to target system fields before export, so the transfer is transparent and auditable."

[Open mapping screen, confirm a few mappings, run export simulation, show completion status and logs.]

Hands-on moment: Ask the audience which field they treat as highest-risk and show its mapping and source.

Transition: "Onboarding is one side; ongoing compliance control is the other."

[35:00-40:00] Covenant Monitoring Overview​

"This view tracks threshold posture and flags emerging risk early."

[Open covenant dashboard with warning indicator and trend chart.]

"Operations and risk can align from the same evidence trail instead of reconciling across spreadsheets later."

Transition: "Let’s close with your priorities and a concrete next step."

[40:00-45:00] Q&A and Next Steps​

"Based on what we reviewed, we can scope a pilot around your highest-volume agreement types and target a measurable reduction in onboarding cycle time."

[Show pilot framing slide: use cases, document set, timeline, owners.]

Transition: "We’ll capture owners and date now so momentum is clear after this session."

Anticipated Questions​

  1. How much reviewer workload remains after extraction? Review effort shifts to exceptions and critical fields; teams typically spend time validating flagged items instead of re-keying every field.
  2. Can we enforce maker-checker approval flow? Yes, review states support approve/reject patterns and can align to your operating controls.
  3. What if document structures vary significantly? Mixed complexity is expected; confidence-driven routing ensures outliers are escalated without blocking standard cases.
  4. Can we audit exactly what changed during review? Field-level edits and provenance context are traceable for control and audit workflows.
  5. What pilot metric should ops own? Start with median onboarding cycle time and first-pass acceptance rate for extracted fields.

Live Failure Fallback Plan​

  • Trigger: Batch upload, review screen, or export view becomes unavailable.
  • Immediate move: Use pre-captured screenshots for each section and continue the exact sequence.
  • Narrative continuity: "I’ll continue with captured outputs so you still see the same operational checkpoints."
  • Recovery checkpoint: Return to live Q&A and pilot planning even if UI remains unavailable.