Playbooks
Every playbook is a ready-to-use kit stack you can deploy into your workspace right now. Each one comes with pre-built kits, structured bricks, scoring criteria, and a connected operational guide.
Browse by use case, find the stack that fits, and start getting structured output from every conversation in minutes - not weeks.
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Explore ready-to-deploy playbooks
Discovery Excellence Playbook
Evaluates sales discovery quality against your methodology. Measures pain exploration, questioning, and next-step clarity to improve rep execution.
Objection Handling Mastery Playbook
Assesses how reps resolve objections in live calls. Detects objection types and measures resolution quality and value reinforcement to lift conversion.
Question Strategy & Curiosity Playbook
Analyses questioning behaviour to see whether reps use open-ended, insight-driven questions. Measures follow-up depth, listening, and interruptions.
Next-Step Discipline & Closing Momentum Playbook
Checks that every call ends with clear, mutual next steps and ownership. Detects commitments, timelines, and action clarity to improve pipeline progression.
MEDDICC Enforcement Playbook
Extracts MEDDICC qualification signals from conversations. Scores metrics, economic buyer, decision process, and champion strength to standardise discipline.
Forecast Risk Early Warning Playbook
Identifies early forecast risk in deal conversations. Detects weak commitment language, vague timelines, and procurement uncertainty to improve accuracy.
CRM Hygiene & Stage Compliance Playbook
Validates that conversational signals match CRM stage definitions. Detects stage drift, missing mutual action plans, and inconsistent qualification.
Competitive Intelligence Monitoring Playbook
Tracks competitor mentions, displacement narratives, and sentiment across calls. Surfaces recurring themes and threat signals to inform positioning.
Churn Risk Early Warning Playbook
Detects dissatisfaction, escalation signals, and renewal uncertainty in customer conversations. Generates churn risk indicators for early intervention.
Voice of Customer Insight Extraction Playbook
Extracts recurring pain points, feature requests, and value language from customer conversations. Structures feedback into themes for product and marketing.
QA Coverage Playbook
Applies a structured QA rubric to every conversation, replacing sample-based review. Scores script adherence, empathy, and policy compliance at scale.
Regulatory & Disclosure Verification Playbook
Verifies that required disclosures and compliance statements are present and correctly phrased in regulated calls. Flags omissions and policy breaches.
AI Hallucination & Factual Accuracy Playbook
Evaluates AI-generated conversations for factual correctness and unsupported claims. Cross-references outputs against approved sources to find hallucinations.
Deal Health Index Modeling Playbook
Aggregates structured conversational signals into a composite deal health index. Lets revenue teams quantify deal quality and correlate behaviour with outcomes.
Win-Loss Signal Attribution Playbook
Identifies conversational patterns that correlate with won or lost deals. Extracts objection categories, competitive presence, and qualification strength.
Value Selling & ROI Articulation Playbook
Evaluates how reps quantify business impact and articulate ROI in conversations. Detects outcome framing, financial justification, and value alignment.
Executive Communication Playbook
Assesses clarity, structure, and business alignment in executive-facing calls. Measures strategic framing, outcome orientation, and communication confidence.
Narrative Control & Storytelling Playbook
Evaluates whether reps guide conversations with a structured narrative arc. Detects problem-solution framing, logical sequencing, and outcome reinforcement.
Deal Qualification Drift Detection Playbook
Identifies deterioration in qualification quality across deals or segments. Detects shallow pain exploration, missing buyer validation, and weak adherence.
Pipeline Narrative Consistency Playbook
Compares conversational signals against CRM notes and forecast commentary to detect inconsistencies, omitted risks, and overconfidence in deal reporting.
Stage Conversion Signal Analysis Playbook
Extracts conversational signals tied to stage progression. Identifies patterns in commitment language, stakeholder engagement, and objection resolution.
Expansion & Upsell Identification Playbook
Detects growth opportunity in customer conversations. Identifies expansion intent, budget discussion, and product gap themes to support revenue expansion.
Adoption & Value Realisation Monitoring Playbook
Evaluates whether customers are achieving intended outcomes and value. Detects ROI articulation, adoption barriers, and outcome misalignment to prevent churn.
AI Instruction Adherence Playbook
Assesses whether AI responses follow system instructions, brand tone, and formatting requirements. Flags deviations to keep AI behaviour consistent.
Process Adherence & Stage Leakage Analysis Playbook
Identifies process deviation and stage leakage across conversations. Extracts signals of skipped steps, weak commitments, and inconsistent qualification.
Rep Skill Development Tracking Playbook
Tracks rep skill progression across conversations over time. Measures framework adoption, questioning, objection handling, and coaching delta for enablement.
Multi-Threading Conversation Playbook
Evaluates how reps engage multiple stakeholders in a deal cycle. Detects role coverage, influence mapping, and balance to reduce single-threaded risk.
Competitive Positioning Mastery Playbook
Assesses how accurately reps position against competitors. Detects differentiation clarity, battlecard alignment, and narrative strength in competitive deals.
Multi-Threading & Stakeholder Coverage Playbook
Analyses stakeholder participation across pipeline to find single-threaded deals and missing economic buyers. Supports pipeline de-risking and coverage.
Pricing & Commercial Alignment Playbook
Evaluates pricing discussions against approved discount policies. Detects unauthorised discount signals, weak value justification, and pricing inconsistencies.
Executive Relationship Health Playbook
Monitors executive sponsor engagement and strategic alignment in customer conversations. Detects declining participation and political risk to protect accounts.
Complaint Escalation Monitoring Playbook
Detects high-severity complaints, legal risk language, and escalation triggers in conversations. Supports proactive intervention and compliance oversight.
AI Safety & Policy Enforcement Playbook
Evaluates AI outputs for safety violations, restricted content, and policy non-compliance. Ensures AI systems adhere to governance and regulatory standards.
AI Support Agent Resolution Quality Playbook
Assesses the quality of AI-driven support interactions. Detects unresolved issues, improper escalation handling, and policy deviations to protect service.
AI Sales Agent Performance Playbook
Evaluates qualification accuracy, objection handling, and next-step clarity in AI-driven sales conversations against your sales methodology standards.
Chatbot Qualification & Routing Playbook
Analyses inbound chat conversations for correct intent detection, qualification accuracy, and routing decisions to improve lead conversion.
Market Trend & Demand Signal Playbook
Extracts emerging trends, recurring themes, and demand shifts from conversation data. Gives marketing, product, and executive teams leading indicators.
Explore more resources
Browse all resource categories for guides on exporting data, building automations, and designing evaluation frameworks.