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Custom Agents

Red Nine designs and builds an agent around one defined workflow in a business, using the company's own data, tools and approval rules.

Some work does not fit a standard tool

Some work follows a pattern that no packaged product was built for. A request arrives, someone looks up details in several places, applies a rule from memory and writes a reply. An agent built for that one workflow reads what arrives, looks things up in the company's systems, applies the agreed rules and prepares the result. A person approves anything that sends, signs or pays.

What's included

  1. 01

    Workflow definition

    one workflow written out step by step with the team, including every rule and exception.

  2. 02

    Data connections

    the agent reads from the systems and documents it needs, with access limited to those.

  3. 03

    Tool actions

    the steps the agent may take, such as drafting a reply or filling in a form.

  4. 04

    Approval rules

    which steps need a named person before they go ahead, written into the build.

  5. 05

    Test set

    real examples from the business that the agent must handle correctly before launch.

  6. 06

    Action record

    every step the agent takes is logged and open to staff.

  7. 07

    Review screen

    items waiting for a person, shown with what the agent found and proposes.

  8. 08

    Off switch

    staff can pause the agent at any time and take the work back.

How it works

  1. 01

    Workflow study

    A working session with the people who do the work records each step, rule and exception.

  2. 02

    Agent design

    Design of the agent, with its permissions and approval points agreed by the client and a connection to each system it needs.

  3. 03

    Supervised test

    The agent works through real examples while staff review every result and correct what is wrong.

  4. 04

    Launch and support

    The agent goes live on the client's sign-off, with monitoring, tuning and a monthly report.

Frequently asked questions

What kind of workflow suits a custom agent?

Work that follows a repeatable pattern but needs reading, lookup or drafting, such as intake, triage, quoting or document review. The first step assesses fit and says plainly when a simpler tool would do.

What can the agent do without asking?

Only what the business permits. Reading and preparing work are allowed by default, and anything that sends, signs or pays waits for a named person. Permissions are set in design, reviewed with the client and recorded.

What if the agent gets something wrong?

It flags uncertain cases for a person instead of guessing, and every action is recorded. The supervised test compares its results with real examples, so the pattern of mistakes is visible before launch.

One workflow is the place to start.

A consultation describes one piece of work in detail and decides whether an agent fits it.