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Vapi raises $50M Series B

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Part 2

Discovery

~31 min4 chapters

Chapter 5: Mapping Your Customer Journeys

Chapter 6: Identifying Hotspots

Hotspot

Volume

Pain

Fit

Notes

COI Verification

High

High

Medium

Calls external IVRs you don't control. Variable hold times.

Driver App Install

High

High

High

Structured, repetitive. You control the systems.

B2B Support Triage

High

Medium

High

Intent classification is solvable.

Hotspot

Volume

Pain

Fit

Notes

Appointment Scheduling (Ongoing Care)

High

High

High

Well-defined EHR APIs, low clinical risk.

First Contact / Intake (Patient Onboarding)

High

High

High

Structured verification, rule-based routing.

Records Collection (Patient Onboarding)

High

High

Medium

External orgs, variable IVRs, HIPAA complexity.

Initial Outreach (Patient Acquisition)

High

Medium

High

Scripted, one-directional, no clinical content.

Use case

Task

Repetitive?

Structured?

Reminder Call

Call driver, explain value, send install link

Yes

Yes

Troubleshooter

Help a driver who is stuck (errors, permissions)

Yes

No (visual, complex)

Verifier

Confirm installation is complete

Yes

Yes

Chapter 7: Scoring Use Cases

Score

Description

5

Production APIs, documented, tested, fast (under 500ms response).

3

APIs exist but need work. Incomplete docs, inconsistent behavior, or slow response.

1

No APIs. Everything is manual, screen-based, or requires human intermediaries.

Score

Description

5

Linear flow, structured steps, predictable branching. A new hire could follow the script.

3

Some branching, rules-based but with moderate exceptions.

1

High judgment, many exceptions, requires nuance or negotiation.

ROI and impact measure the business value the use case delivers if automated successfully.

Score

Description

5

High volume (thousands of calls/month), major cost or revenue impact, executive visibility.

3

Moderate volume (hundreds of calls/month), solid but not transformative impact.

1

Minimal volume or impact. Hard to build a business case.

Volume drives ROI, but volume alone isn't enough. A high-volume use case with no executive visibility and no connection to company goals will struggle to get funded.

Risk measures what happens if the agent gets it wrong. Lower risk is better for a first use case.

Score

Description

5

Low stakes, easily reversible. Worst case is a minor inconvenience.

3

Moderate stakes, recoverable but requires effort to fix.

1

High stakes. Regulated, financial loss, compliance violation, or safety concern.

Dimension

Score

Rationale

API Readiness

5

Needs to trigger an SMS link. Systems are internal and stable.

Complexity

5

Near-linear flow. "Have you installed the app? Here's the link."

Risk

5

If the agent gets it wrong, the driver just doesn't install yet. No harm.

ROI and Impact

4

Thousands of new drivers per month. Directly unlocks subscription revenue. High executive visibility.

Feasibility

5.0

Impact

4

Install Verifier

Dimension

Score

Rationale

API Readiness

5

Checks installation status against internal database.

Complexity

5

Binary check. Installed or not installed.

Risk

5

No consequences if the agent confirms incorrectly. Follow-up catches it.

ROI and Impact

2

Low standalone volume. Useful bundled with the Reminder Call, limited value alone.

Feasibility

5.0

Impact

2

COI Verification Call

Dimension

Score

Rationale

API Readiness

4

No backend API needed for the call itself, but calls external insurance IVRs that the company doesn't control.

Complexity

2

Navigate insurance phone trees, wait on hold, handle variance across carriers.

Risk

2

If the agent gets it wrong, a driver could operate without valid insurance. Compliance and liability exposure.

ROI and Impact

4

Thousands of calls per month. Would save fifteen operators. Massive cost savings but indirect revenue impact.

Feasibility

2.7

Impact

4

B2B Support Triage

Dimension

Score

Rationale

API Readiness

4

CRM and ticketing APIs exist. ID verification flow is documented.

Complexity

3

Intent classification across multiple categories. Some ambiguity in routing rules.

Risk

4

Misrouting a call is inconvenient, not harmful. Escalation to a human is fast.

ROI and Impact

3

Moderate volume. Reduces wait times and frees operators but doesn't directly drive revenue.

Feasibility

3.7

Impact

3

Chapter 8: Scoping Your First Agent

Stage

Scope

Gate to advance

Beachhead

New drivers only, one region, business hours

Primary metric meets threshold, no critical errors for 4 weeks

Adjacencies

Add returning drivers, expand to all regions

Metrics stable for 4 weeks at expanded scope

Program

Add off-hours calling, proactive re-engagement

3+ months stable at Stage 2, executive approval