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Executive Overview Demo (15 Minutes)

[0:00-2:00] Frame the Problem​

"Your team handles complex credit agreements that can run hundreds of pages. Today, 65-80% of operations time still goes into manual extraction and re-keying. That slows onboarding, adds avoidable errors, and delays value realization."

[Show the first page and table of contents of acme-corp-facility-agreement.pdf to emphasize complexity.]

Transition: "Now let me show what this looks like when Smartflow handles the same process."

[2:00-6:00] Upload and Extraction​

"I am uploading the same agreement now. Smartflow reads and structures the critical data in under five minutes for this 80-page sample."

[Upload acme-corp-facility-agreement.pdf and show extraction results: borrower, facility amount, maturity, covenant terms.]

"Instead of manual copy-paste, your team sees 200+ structured fields ready for review and downstream use."

Transition: "The speed is important, but trust is what makes this operationally usable."

[6:00-9:00] Provenance Wow Moment​

"Here is the key difference from generic extraction tools."

[Click Facility Amount and open provenance panel showing highlighted source clause and quote.]

"Every field links back to source text, so your team can verify with one click and maintain audit-ready evidence."

Transition: "Now let’s connect extraction to proactive risk monitoring."

[9:00-12:00] Covenant Alert​

"Smartflow also tracks covenant posture after onboarding."

[Open covenant dashboard and show leverage ratio warning at 3.8x against 4.0x threshold.]

"This is the difference between discovering risk today versus discovering it after reporting cycles have passed."

Transition: "Let me close on business impact and a practical pilot path."

[12:00-15:00] ROI Summary and Pilot Offer​

"For operations leaders, this is about measurable throughput and control. Onboarding can move from roughly 3 days to around 2 hours for standard cases, with evidence-linked QA built in."

"A focused 8-12 week pilot lets us validate extraction quality, LoanIQ export readiness, and cycle-time reduction on your own portfolio."

[Show one slide or dashboard tile with pilot outcomes: time reduction, acceptance rate, exception rate.]

Transition: "I’ll pause here and take questions, then align on pilot scope owners and date."

Anticipated Questions​

  1. How accurate is extraction in production? We target 90%+ baseline automated extraction for standard documents, with HITL review workflows raising accepted output to 95%+ depending on document quality.
  2. Does data leave our environment? No. Deployment supports private cloud or on-premise edge models so document data remains within client-controlled boundaries.
  3. How quickly can we integrate with LoanIQ? Integration planning starts in pilot scoping; standard field mapping patterns are available and validated in the pilot phase.
  4. What happens with complex or messy documents? Confidence scoring and reviewer queues flag low-confidence fields so analysts focus only where validation is needed.
  5. What does success look like by week 12? A clear scorecard: cycle-time reduction, extraction acceptance, exception resolution time, and readiness for scaled rollout.

Live Failure Fallback Plan​

  • Trigger: UI latency, upload failure, or network interruption during live run.
  • Immediate move: Open prepared screenshots from ../demo-environment/screenshots/ in sequence (upload, extraction, provenance, covenant alert).
  • Narrative continuity: "I’ll keep us on the same workflow using captured outputs from the same scenario."
  • Recovery checkpoint: Resume live demo at covenant dashboard if session recovers; otherwise complete with static flow and Q&A.