Objection & Risk Extractor

Use when the user wants the real friction pulled out of one completed buyer meeting: "what objections came up in that call", "was that real pushback or just questions", "extract the blockers from this demo". Works from a connected meeting-transcript source (e.g. tl;dv, Gong, Fireflies) or a pasted transcript or recap; labels each objection stated/inferred/possible and active/partially-resolved/resolved-in-call. Read-only; to rewrite outreach around the objections, use Follow-Up & Objection Writer (Sequence Engine).

Sample result

Run live demo
ExpertiseApp9:15 AM
Objection Risk Alert: Dovetail Union Demo
Account:Dovetail Union
Meeting Contact:Zara Delgado (VP of Operations)
Stated Objection:PLC integration downtime risk (Stated | Active)
Inferred Risk:Q3 capital budget deferral (Inferred | Live)
Ignored Signal:OPC-UA protocol inquiry (Scoping question only)
Response Focus:Deliver 30-day non-disruptive deployment study
👀2

Example run

You ask

“Can you extract the real objections and friction from our demo call with Dovetail Union yesterday? I want to know what Zara Delgado and Marcus Vance were hesitant about before Friday's meeting.”

9:01 AM
Fetch meeting transcript for Dovetail Union demo

Retrieved 45-minute transcript featuring Zara Delgado (VP of Operations) and Marcus Vance (Director of Systems Engineering).

9:02 AM
Extract and classify meeting objections and friction risks

Identified active PLC downtime objection from Zara Delgado, inferred Q3 budget deferral from Marcus Vance, and classified OPC-UA inquiry as routine scoping.

9:03 AM
Draft friction alert for #deal-risks channel

Staged meeting friction alert card for Dovetail Union ready for team review.

9:04 AM
You get

Meeting Friction Analysis: Dovetail Union Demo

9:04 AM

More in Meeting Management

  • Sample result
    Export Gong calls and transcripts
    Date & Call TitleAccount / RepStage
    Oct 14 · Discovery & Multi-Unit RolloutRivet Holdings / Marcus VanceDiscovery
    Oct 21 · Pricing & Direct Deposit WorkflowsRivet Holdings / Marcus VanceEvaluation
    Nov 02 · Legal Review & Franchisee TermsRivet Holdings / Marcus VanceProposal

    Pull Gong calls matching a filter and export them with full speaker-attributed transcripts and CRM context to a spreadsheet, CSV, or working table. Handles the filters Gong's API cannot do natively, honors rate limits, and never silently drops calls whose transcripts are not ready yet. Use when asked to export, pull, or list Gong calls, get transcripts out of Gong, build a call corpus for analysis, filter calls by account, deal stage, tracker, duration or direction, or move Gong data into Sheets or a CSV for review.

  • Sample result
    Score call transcript for deal truth
    DimensionScoreBuyer Evidence
    Problem Clarity2 (Established)Amara Costa confirmed a 14-day payroll lag across 42 franchise locations.
    Decision Process0 (Absent)No buyer mention of procurement steps or CFO approval criteria.
    Urgency & Impact1 (Attempted)Amara stated 'we need to resolve this soon' but gave no concrete deadline.
    Stakeholder Coverage1 (Attempted)Amara Costa (VP HR) present; regional operations leads absent.
    Next Steps2 (Established)Agreed call on Oct 18 with Director of Payroll Operations Marcus Vance.

    Use after a sales call when a rep or manager needs evidence-based coaching and deal truth from a transcript. It separates buyer-confirmed facts from seller claims and produces one next-call priority. Not for generic call summaries or unsupported CRM updates.

  • Sample result
    Draft post-meeting follow-up email
    Re: ShiftPulse pilot scope & next steps — Glint Dynamics
    To:Dimitri Marchetti

    Dimitri — thanks for walking through your Q3 shift coverage goals yesterday. What stood out from our review: - Unfilled weekend staffing across your 14 regional hotel properties is currently adding $42,000 in monthly overtime costs. - Your operations lead, Elena Vance, confirmed that automated shift broadcasting matches your union scheduling constraints. Confirming what we agreed: our team will deliver the custom Kronos API spec by Friday, June 14. On your end, you are walkin…

    Use when the user wants the post-meeting follow-up drafted and the commitments captured: "draft the follow-up from that call", "what did we actually agree to", "who owes what after the demo". Returns the buyer email draft PLUS agreed-vs-proposed next steps and stall risks from one meeting. For the CRM note use Post-Meeting CRM Note Writer; pipeline-wide next-step enforcement lives in Pipeline Truth.