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Quality & ops

Every call,auto-tagged.

Outcome, sentiment, intent, dispute flags — generated automatically per call. No human QA required. Wire it into your CRM, act tomorrow.

Book a demo

30-minute free trial. No card. No procurement.

100%Coverage
0Manual QA hours
CustomOutcome taxonomy
WebhookCRM push

How it works

Tag the call.Act on the outcome.

Drag, wire, deploy. Each step is reversible — every save creates a versioned snapshot.

01 / 03

Define your outcome taxonomy

Pick from templates (sales qualified, payment confirmed, dispute raised) or define your own. Per-workflow taxonomy with mutually exclusive labels.

Deployment analyticsCall FE-94821Booked

Outcome

Booked

Sentiment

+0.71

Duration

2:14

Customer· 00:12
I'd like to book a follow-up next Tuesday.
Jessica (Finn)· 00:14
Sure. I can offer 10am or 2pm — which works?

▸ captured · intent: booking

Customer· 00:21
Let's go with 2pm.

▸ captured · slot: Tue 14:00

02 / 03

Auto-tag on call end

PCA runs the moment the call disconnects. Outcome, sentiment per turn, intent, captured fields, and dispute flags — all generated automatically.

QualityEval suite
New rubric

Evals passing

4 / 5

Avg score

88.8

+1.2

Calls evaluated

12,840

Tone adherence
+292%
Compliance script
+198%
Knowledge accuracy
87%
Handoff quality
-379%
Resolution rate
+488%
03 / 03

Push to your stack

Webhook fires with structured payload to your CRM, helpdesk, data warehouse, or Slack channel. Act on the outcome before the rep finishes their next call.

DeveloperWebhook subscriptionsStreaming
POST https://acme.co/finn/events
x-finn-signature: v1=8d6f…
call.started00:00.124
intent.captured00:18.402
function.invoked00:42.881
transfer.warm01:42.119
call.ended02:14.500

QA on autopilot

From hours oflistening to zero.

No bolt-ons. No second platform. Every primitive ships with the editor.

100% call coverage

Every call tagged. Not a 5% sample. Not the obvious wins. The escalations, the no-shows, the disputes — all surfaced.

Custom taxonomy per workflow

Sales workflow tags differently than collections. Define outcomes that match how your team thinks about the work.

Sentiment per turn

Spot the exact moment a call went sideways. Coach reps on what worked, drop the prompts that didn't.

Dispute auto-flag

Caller raises a TCPA, GDPR, or service complaint — PCA flags + freezes the call for compliance review.

Shipped in production

Real teams, real outcomes.

Conversion rate up from 65% to 82%. Agent workload reduced by 40%. Lead response time under 2 minutes.
Ayush Pateria

Ayush Pateria

CEO & Cofounder, Snazzy · Snazzy

Trust + ecosystem

Plugs in. Audits clean.

Wires into your existing stack via 100+ connectors. Compliant from day one across the workloads that demand it.

Salesforce logoSalesforceHubSpot logoHubSpotSlack logoSlackZendesk logoZendeskNotion logoNotionLinear logoLinear

Don't see yours? Finn plugs into any system via REST + webhooks.

AuditedSOC 2 Type IIHIPAA BAAGDPRISO 27001DPDPNIST CSF

FAQ

Questions and answers.

How quickly does PCA run after call end?+

Within 30 seconds of disconnect. Outcome, sentiment, transcript, and structured fields all available via webhook + dashboard within that window.

Can I customize the outcome taxonomy?+

Yes. Define your own mutually exclusive outcomes per workflow. We provide templates for common verticals (sales, support, collections, healthcare) as starting points.

Where do PCA results get sent?+

Anywhere you have a webhook endpoint — CRM, helpdesk, data warehouse, Slack, Linear, your own internal API. Multiple destinations per workflow supported.

Is the full transcript stored?+

Yes. Full word-level transcript with speaker diarization, timestamps, and confidence scores. Stored per your data retention policy.

Can I disable PCA on sensitive workflows?+

Yes. PCA can be disabled per workflow or per call (e.g. HIPAA-restricted flows). Captured fields and outcome can be redacted before storage.

Outcomes you can act on

Stop guessingwhat happened.

PCA tags every call against your custom outcome taxonomy. Sentiment per turn. Dispute auto-flagged. Pushed to your stack on call end.

Book a demo30-min trial · No card