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Custom AI Systems

Build the AI system your business needs.

Shape a focused system around the work, knowledge, connections and human decisions that make your process distinct.

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Who this service is for

For processes that need more than standard configuration.

This service is for teams with a defined business problem that may require custom agent roles, knowledge structures, tools or operational steps.

Potential project areas

Build the parts the agreed process requires.

The final deliverables are agreed after discovery. Each area is scoped as custom work for the project.

01

Custom agents

Single or multi-agent roles with defined information, actions and handoffs.

02

Knowledge assistants

A focused assistant organised around approved business information and ownership.

03

Research and intelligence systems

A scoped process for gathering, organising and reviewing relevant information.

04

Tool and API connections

Assessment and implementation against specific supported interfaces and permissions.

05

Operational workflows

Connected requests, records, decisions and team responsibilities around a defined process.

Project path

Move from business problem to evaluated system.

Discovery and evaluation shape the proposal, so the system stays focused on the agreed business problem.

  1. 01

    Discover

    Map the current process, users, information and desired outcome.

  2. 02

    Propose

    Define deliverables, boundaries, dependencies and evaluation criteria.

  3. 03

    Build

    Configure and implement the agreed agents, knowledge and workflow components.

  4. 04

    Evaluate

    Test realistic scenarios, expected outputs, failures and human decisions.

  5. 05

    Hand over

    Document the system, responsibilities, limits and improvement plan.

Illustrative system scope

A research request with a review boundary.

This illustrative scope shows how review could be built into a custom workflow.

No external source, account or customer system is connected by this illustration.

Illustrative system scope
  1. 01Question defined by the team
  2. 02Approved sources and search boundaries agreed
  3. 03Information gathered and organised
  4. 04Draft summary prepared
  5. 05Responsible person reviews the output

What you provide

Bring the process, source material and decision owners.

  • The current process and desired outcome
  • Representative inputs and approved business information
  • Systems that may need assessment
  • People responsible for review and decisions
  • Realistic success, failure and exception scenarios

Project scoping

Agree deliverables and boundaries before implementation.

Compatibility, delivery timing and integration behavior depend on the systems, permissions and requirements confirmed during discovery.

  1. 01

    System purpose and intended users

  2. 02

    Included agents, knowledge and connections

  3. 03

    Evaluation method and acceptance criteria

  4. 04

    Customer and delivery responsibilities

  5. 05

    Handover, support and improvement scope

Custom AI questions

Clarify what the project will build.

Is every custom system part of the AgenCRM Platform?

No. The platform provides a repeatable foundation. Custom agents, connections and workflows are separately scoped around the project requirements.

Can you connect to our existing tools?

A connection can be assessed against the tool's supported interface, permissions, data requirements and failure behavior. Compatibility is not assumed.

How is the system evaluated?

The project defines representative scenarios, expected outputs, boundaries, exceptions and human decisions before acceptance testing.

Do you offer multi-agent workflows?

Multi-agent work can be assessed when separate roles create a useful operating benefit. Each role still needs defined information, permitted actions and ownership.

What happens at handover?

The agreed handover can include system documentation, operating responsibilities, known limits, evaluation results and an improvement plan.

Scope a custom system

What process needs a purpose-built AI approach?

Bring the current workflow and the outcome you want to improve. We will explore the agents, knowledge and connections it may require.

Discuss Your Project