Aspect: AI interview assistant that records, transcribes, and summarizes recruiting interviews, then autofills ATS scorecards. Prodigal: Prodigal is an AI conversation intelligence platform for debt collections and loan servicing that transcribes, summarizes, and auto-scores agent-customer calls for QA and compliance. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Aspect when capturing and summarizing candidate interviews automatically matters most, and Prodigal when automating qa scorecards and compliance monitoring across 100% of agent-customer interactions matters most. Run both through a week of actual calls to see which suits your workflow.
AI interview assistant that records, transcribes, and summarizes recruiting interviews, then autofills ATS scorecards.
Prodigal is an AI conversation intelligence platform for debt collections and loan servicing that transcribes, summarizes, and auto-scores agent-customer calls for QA and compliance.
Aspect is an AI interview assistant built for recruiters and hiring teams that joins interviews on Zoom, Google Meet, and Microsoft Teams to record, transcribe, highlight, and summarize candidate conversations. Instead of taking manual notes, interviewers can stay focused on the conversation while Aspect captures everything said and generates structured AI interview notes and summaries afterward. A central feature is its scorecard autofill, which uses the captured interview data to populate candidate evaluation forms with a single click and syncs notes and summaries back into the applicant tracking system. Aspect integrates with common ATS platforms such as Greenhouse, Lever, and Teamtailor so interview records flow directly into existing hiring workflows. The platform also provides interview analytics and AI coaching feedback intended to help interview teams improve consistency and reduce subjective bias over time. By standardizing how interviews are documented and evaluated, Aspect aims to make hiring decisions faster and more data-driven. It offers a free tier for a limited number of interviews alongside paid plans for teams. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Prodigal is an AI platform purpose-built for consumer finance, debt collections, and loan servicing, used by collection agencies, lenders, credit unions, and healthcare revenue-cycle teams. Its core transcription and intelligence capabilities come through two products. ProNotes runs AI transcription and summarization in the background when a call ends, generating a standardized, redacted note with an at-a-glance summary and actionable insights; it works in real time for individual calls or as overnight batch processing, supports English and Spanish, and writes notes back to CRM and system-of-record applications. ProInsight applies conversation intelligence across calls, texts, emails, and chats, analyzing every interaction (not just samples) to flag compliance exceptions, automate QA scorecards using configurable evaluation parameters, and surface business and performance insights. The platform stores audio and text records centrally for auditing and offers customizable reporting. What distinguishes Prodigal is its vertical focus: rather than a general meeting recorder, it is tuned to the regulatory and operational language of collections and loan-servicing conversations, with built-in PII redaction and compliance monitoring.
Best suited for
Aspect is a free tier with paid upgrades (freemium); Prodigal is custom pricing (contact sales). Always confirm current pricing on each vendor's site before buying.
| Feature | Aspect | Prodigal |
|---|---|---|
| Core capability | Records, transcribes, highlights, and summarizes interviews across Zoom, Google Meet, and Microsoft Teams | ProNotes AI call transcription and summarization that auto-generates standardized notes after each call |
| Standout feature | AI-generated interview notes and candidate summaries | Real-time and overnight batch processing modes for note generation |
| Team usage | One-click scorecard autofill from captured interview data | ProInsight conversation intelligence across calls, texts, emails, and chats |
| Integrations | ATS integrations including Greenhouse, Lever, and Teamtailor | Automated QA scorecards and compliance-exception flagging across 100% of interactions |
| Languages & capture | Interview analytics and team performance visibility | Automatic redaction of sensitive/PII information in notes and records |
| Best-fit workflow | AI coaching feedback for interviewers | English and Spanish language support with CRM/system-of-record write-back |
Aspect
Choose Aspect if you need capturing and summarizing candidate interviews automatically — strengths include reduces manual note-taking so interviewers can focus on candidates.
Prodigal
Choose Prodigal if you need automatically documenting and summarizing collections and loan-servicing calls to cut after-call work — strengths include purpose-built for collections and loan-servicing conversations rather than generic meetings, with compliance and pii redaction baked in.
Aspect
Prodigal
It depends on your workflow. Aspect is strong for capturing and summarizing candidate interviews automatically, while Prodigal is strong for automatically documenting and summarizing collections and loan-servicing calls to cut after-call work. Both transcribe and summarize meetings.
Aspect is a free tier with paid upgrades and Prodigal is custom pricing. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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