The Assessment Debrief System
We took multi-hour advisor debriefs entirely off the calendar — replacing them with personalized AI-avatar reports that generate, review and deliver themselves at scale.
Deliberate Breakthroughs runs workplace personality assessments, then delivers the results in long, one-to-one advisor calls. The insight was valuable — but it lived inside an advisor's calendar, and it didn't scale.
We proposed taking the debrief off the advisor's plate entirely. We built an end-to-end platform that ingests each assessment, writes a personalized script, generates up to 18 minutes of unique AI-avatar video, routes it through a two-stage human review, and delivers it to the candidate on a secure microsite — with zero manual effort from submission to delivery.
One-to-one debriefs are excellent and completely unscalable. When 250+ people need feedback at once, the model breaks.
Scale limits
Personal debriefs can't happen simultaneously for hundreds of employees.
Inconsistency
Quality varied with whichever facilitator happened to deliver the session.
Scheduling cost
Booking busy professionals into hour-long calls was expensive and slow.
Fixed depth
A single session never let people dive deeper where it mattered most to them.
An end-to-end automated debrief platform — personalized video, an intelligent admin workflow, and secure candidate delivery.
- Webhook-driven ingestion matches each submission to a report template and scaffolds every section instantly — no data entry.
- Template engine defines structure, default avatars, voices and captions, with a smart merge that preserves customizations.
- HeyGen avatars deliver personalized content per result, narrated with ElevenLabs voice cloning.
- Two-stage human review: admins approve scripts first, then verify rendered video before anything publishes.
- Password-protected candidate microsites backed by signed URLs for private, time-limited delivery.
What we built, in detail.
Assessment-triggered automation
Submit → template match → generate → two-stage QA → deliver. The whole pipeline runs untouched when auto-submit is on.
Multi-avatar video generation
12 unique avatars deliver up to 18 minutes of personalized content, staged into batches with per-item retry for full cost and quality control.
Multi-module candidate experience
A guided, video-first debrief — Welcome, Drives Deep Dive, Mindset Under Pressure, Final Words — with on-page captions and progressive navigation.
Admin dashboard & templates
Full report lifecycle tracking, client-grouped branding, section-level template defaults, and live render-batch monitoring.
Bidirectional integration
Incoming webhooks from Zapier/Airtable create reports; outgoing webhooks sync published URLs back — closing the loop with existing workflows.
Engagement analytics
Play, pause, completion, scroll depth and device tracked per section — without ever exposing individual results.