Custom AI development and integration
Develop AI features and internal tools around your operations, with existing-system integration, permissions, approvals, and maintenance considered together.
Connect AI to the systems your business runs on
Off-the-shelf products may not fit the process. A standalone prototype may also lack the controls and connections needed to work with real business data.
Discuss your AI projectAn example workflow
- Agree on the use case, system constraints, and success criteria
- Build an evaluable prototype and test the integration
- Roll out in stages with monitoring, handover, and support
Illustrative only. Scope and feasibility are confirmed for each project.
What the project can include
- Requirements and integration design
- A prototype or pilot for an agreed feature
- Authentication, permissions, and activity-record design
- Testing, deployment, handover, and support scope
What to prepare
Identify users, existing systems, API documentation, and expected workload. Business and IT owners should agree on requirements together.
Integration and controls
Assess APIs, authentication, storage, and vendor constraints first. Hosting location, models, and third-party services are confirmed against project requirements and feasibility.
How we evaluate value
Evaluate task completion, response time, running cost, and human-review outcomes. Establish maintenance ownership and ongoing operating costs.
Do we need to replace our ERP or CRM?
Not necessarily. We first assess adding a suitable capability to existing systems. If interfaces or data quality limit the options, we explain the constraints and alternatives before agreeing scope.
How are AI projects priced?
Projects are quoted individually for data preparation, features, integration, testing, and support. Model usage, platform, and other third-party costs are identified separately.
Start with one task worth improving.
Tell us about the task, your current process, and the outcome you need. We will review the requirements and discuss scope and a quotation.