Exec: Voice-based AI roleplay platform that lets sales reps practice high-stakes conversations against realistic AI buyers and get instant coaching. 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. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Exec when practicing cold calls, discovery, and objection handling safely matters most, and Prodigal when automating qa scorecards and compliance monitoring across 100% of agent-customer interactions matters most. Try them side by side on real calls before deciding — needs vary by team.
Voice-based AI roleplay platform that lets sales reps practice high-stakes conversations against realistic AI buyers and get instant coaching.
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.
Exec is an AI roleplay and training platform designed to help sales reps, leaders, and support staff practice high-stakes conversations before they happen with real customers. Its core function is generating voice-based AI characters that simulate buyers and other counterparts, complete with industry context and customizable traits, so reps can rehearse cold calls, discovery, negotiation, and objection handling in unscripted, dynamic conversations. The platform supports custom scenario creation and includes screen-sharing functionality so reps can practice product demos and presentations, not just talk tracks. After each roleplay, Exec provides instant performance insights, including actionable improvement tips and an AI coach that can explain scores, surface growth areas, and run short follow-up sessions to work through specific gaps. For managers and enablement teams, Exec offers analytics dashboards tracking skill development over time, performance trending, leaderboards, certification, and integration with existing learning management systems. It maintains SOC 2 Type II certification and states it does not use customer data to train its models. Exec is aimed at enterprise sales and revenue teams that want to close the gap between training content and real behavior change through repeated, measurable practice. 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
Exec 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 | Exec | Prodigal |
|---|---|---|
| Core capability | Voice-based AI roleplay with customizable buyer personas | ProNotes AI call transcription and summarization that auto-generates standardized notes after each call |
| Standout feature | Custom scenario creation for realistic practice situations | Real-time and overnight batch processing modes for note generation |
| Team usage | Screen-sharing practice for demos and presentations | ProInsight conversation intelligence across calls, texts, emails, and chats |
| Integrations | AI coach that explains scores and runs follow-up sessions | Automated QA scorecards and compliance-exception flagging across 100% of interactions |
| Languages & capture | Manager dashboards with skill tracking, leaderboards, and certification | Automatic redaction of sensitive/PII information in notes and records |
| Best-fit workflow | Voice-based AI roleplay with customizable buyer personas | English and Spanish language support with CRM/system-of-record write-back |
Exec
Choose Exec if you need practicing cold calls, discovery, and objection handling safely — strengths include voice-based, unscripted roleplays that adapt to the rep.
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.
Exec
Prodigal
It depends on your workflow. Exec is strong for practicing cold calls, discovery, and objection handling safely, while Prodigal is strong for automatically documenting and summarizing collections and loan-servicing calls to cut after-call work. Both transcribe and summarize meetings.
Exec 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.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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