Agent assist and answer retrieval

Find the policy, account details, and previous decisions behind an answer while the customer is still in the conversation.

How the workflow runs

  1. 01

    Understand the question

    Read the current conversation and identify the account, product, and decision the agent needs help with.

  2. 02

    Retrieve the evidence

    Find relevant knowledge articles, contract terms, and case history within the agent’s access permissions.

  3. 03

    Prepare the answer

    Assemble a response with sources attached and flag conflicting guidance or missing information.

  4. 04

    Review and respond

    Let the agent check the evidence, approve the reply, and record any knowledge gaps for follow-up.

Evidence in, action out.

The operating problem

Agents search across knowledge bases and systems while the customer waits, and stale guidance is hard to detect.

How the workflow runs

Retrieve current policy and account evidence, flag conflicting guidance, and prepare a sourced response for the agent to review.

Evidence and inputs

Knowledge bases, policies, contracts, CRM, order or claims systems, and prior interactions.

Actions and handoffs

Find evidence, summarize context, draft answers, suggest actions, and capture unresolved gaps.

Operating outcome

Faster, more consistent responses with less copy-and-paste work.

Controls for production

Source priority, freshness rules, citation requirements, restricted actions, and mandatory agent approval.

Answers grounded in the customer’s situation

Give agents the evidence they need to answer accurately without searching every system themselves.

Company Brain

Indexes approved guidance, contract notes and prior answers so coworkers can retrieve evidence for the agent.

Coworkers

Check connected case updates and policy records, retrieve relevant sources and draft an answer for the service agent.

Approvals

The agent verifies guidance and account facts before a reply goes out. A run log keeps the preparation visible.

One intelligence layer from plan to delivery

16x

Faster time-to-insight

5

Fewer tools needed

80%

Avg. cost reduction

8 hrs

Saved per team per week

Put the evidence beside the conversation

Bring approved knowledge and customer records into your existing helpdesk, with source links available for agent review.

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Connected sources

SlackConnected
SalesforceConnected
IntercomConnected
BigQueryConnected
StripeConnected

Turn AI potential into real business outcomes

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