AI Integration & Customization
We aim to integrate AI into your existing business environment where feasible, rather than requiring you to replace every system you already use.
Problems we solve
- AI tools that sit apart from daily systems
- Data trapped in separate apps
- No connector for a key tool
How we approach it
The work, in the order it happens.
Interfaces
REST APIs, webhooks, database access, internal application integration.
Security
Authentication, authorization, and scoped access.
Data flow
Transformation and event-driven workflows.
Custom connectors
Built where no suitable one exists.
What you receive
Deliverables
- ✓Working integrations
- ✓Connector code and documentation
- ✓Permission map
With your existing software
The exact approach depends on your software, available APIs, permissions, and technical constraints. Integrations are designed against your existing tools where technically feasible and where API access and permissions are available. They are scoped per project, not assumed to exist as prebuilt connectors.
Testing and deployment
Integration tests, including failure and rate-limit behavior.
Ongoing support
Integration updates when upstream APIs change.
Delivery process
The same eight phases on every project; the detail changes by service.
- 01
Discover
Understand the business, processes, current technology, and desired outcomes.
- 02
Assess
Evaluate feasibility, risks, constraints, data availability, integrations, and approaches.
- 03
Design
Define the architecture, workflow, components, permissions, and implementation plan.
- 04
Build
Implement the agreed solution using suitable technologies.
- 05
Integrate
Connect the solution to existing systems where technically feasible.
- 06
Validate
Test functionality, integration behavior, failure scenarios, and agreed performance criteria.
- 07
Deploy
Deploy to the agreed environment: client-managed, cloud, or another supported arrangement.
- 08
Support
Provide the agreed maintenance, troubleshooting, monitoring, and improvements.
Questions
Options are assessed case by case; some are not feasible.
Scope is determined after discovery. Request a tailored proposal. More FAQs
Related capabilities
Have a business problem worth solving?
Explain your requirements and we will discuss a suitable approach.