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AI Teammates · Knowledge, memory & learning

Know the truth. Carry the judgment forward.

Knowledge is what your business supplies. Memory is the context worth keeping. Learning is the judgment distilled from review. Loquent separates all three so each can be useful without becoming invisible.

Knowledge base

Weekend service policy · supplied by the business

Contact memory

Maria prefers text after 5 PM · remembered with the person

Learned policy

Confirm the date before offering a time · learned from review

Three kinds of context

Different sources. Different controls.

Calling everything ‘memory’ makes trust harder. Loquent gives each kind of context a clear origin and purpose.

Knowledge

Reference

What has the business written down?

Focused documents with prices, policies, hours, FAQs, or other stable facts, shared with the teammates that need them.

Memory

Continuity

What fact should survive the next conversation?

Durable teammate facts and long-lived Contact facts, with history and restrictions where needed.

Learning

Judgment

What pattern has review taught the role?

Repeated corrections and decisions become versioned behavior guidance rather than hidden prompt drift.

Learning without a black box

A correction becomes useful when it becomes a pattern.

Loquent does not market every edit as instant transformation. It gathers structured review signals, looks for agreement, and keeps the resulting policy under human control.

  1. Review

    You edit a draft or answer a question.

    The difference between the proposed work and your judgment becomes a structured signal.

  2. Repeat

    Related lessons begin to agree.

    Learning is based on repeated or corroborated evidence, not a single stray edit.

  3. Digest

    The useful lesson becomes behavior guidance.

    The teammate’s learned policy is versioned so changes remain inspectable and reversible.

  4. Approve or undo

    You keep the final say over what sticks.

    Review, edit, reject, undo, roll back, or pin what the teammate must never change.

The owner controls

Improvement should remain reversible.

Choose whether learning waits for approval. Read the proposed policy, edit it, reject it, undo a change, roll back the policy, or pin a fact the teammate may never overwrite.

Approve first

Hold proposed learning until a person reviews it.

Edit or reject

Correct the lesson before it changes future work.

Undo or roll back

Return to an earlier version when judgment changes.

Pin

Lock a non-negotiable fact against teammate changes.

Give the team your truth. Keep the lessons accountable.

Request an invitation and we’ll map the business reference, durable context, and review controls your first teammate needs.