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Customer reference summary

Create polished, reusable customer reference summaries from scattered notes.

Overview

The customer reference summary agent compiles a clean, coherent customer reference from notes, emails, presentations, feature requests, and call transcripts. Starting from a single input — the customer’s name — the agent assembles the customer’s industry, teams involved, challenges they aimed to solve, how they adopted the solution, and the measurable outcomes they achieved. The result is a standardized, reference-ready narrative that marketing, sales, and leadership can reuse across decks, briefs, and customer-facing materials without digging through internal systems.

See it in action

Capabilities

  • Combines details from notes, emails, presentations, recordings, and feature requests to eliminate manual hunting.
  • Creates a consistent, story-ready view of each customer that sales, marketing, and execs can reuse across assets.
  • Highlights outcomes with specific metrics and proof points to strengthen credibility.

    Example output

    Customer reference summary — Acme Corp.

    Industry vertical: Industrial manufacturing and distribution

    Departments using our solution

    • Customer support
    • Operations

    Problem or issue they were trying to solve

    Acme faced several operational challenges:

    • Slow responses to internal and external questions
    • Inconsistent handoffs between sales, implementation, and support
    • Long ramp times for new hires who struggled to track down context

    How they have deployed and are using our solution

    • Initial rollout: Started with support and operations so teams could locate similar past cases, product details, and internal decisions.
    • Systems connected: Integrated email, chat, documentation repositories, and ticketing tools

    Business value results from adopting the solution

    • Support teams resolve common issues 25–30% faster based on internal SLA analysis.
    • New hires reach full productivity about two weeks sooner than previous cohorts.
    • Managers report fewer escalations and more bandwidth for proactive improvements.

    Summary

    Acme’s rollout shows how consolidating scattered knowledge into one workspace can speed responses, strengthen cross-team handoffs, and simplify onboarding — making Acme an ideal candidate for future customer references.

    Agent workflow

    Step 1: Trigger the workflow

    The user enters a customer name and runs the agent.

    Step 2: Search internal sources

    The agent searches company knowledge for materials referencing the customer, including Slack, emails, presentations, call recordings, and feature requests.

    Step 3: Extract key details

    It identifies the customer’s industry, involved departments, core problems, deployment patterns, and measurable outcomes.

    Step 4: Build the reference narrative

    The agent compiles all extracted details into a structured, narrative-style summary suitable for decks, briefs, and reference materials.

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