Current-system review
Check interfaces, data access, hosting constraints and the workflow’s owner.
Add a defined AI capability to an existing website, application or business system. Review the current interfaces, approved information and operating responsibilities before connecting services.

Your proposal confirms deliverables, accounts, review stages and support.
Check interfaces, data access, hosting constraints and the workflow’s owner.
Choose one task, the information it needs and the output a person will review.
Scope provider accounts, access boundaries, usage costs and operational responsibilities.
Test quality, latency, failure cases and fallback before extending the integration.
Our sample workflow previews show where assisted summaries or structured data could fit. They are illustrative examples, not evidence of a completed integration.
Existing system details, available APIs, non-sensitive sample information, access permissions and success criteria.
Feasibility depends on the existing system and provider access. A pilot does not guarantee production readiness. Provider usage and hosting are itemised separately.
Interface availability, data preparation, evaluation and deployment constraints determine the project milestones.
No. We review available interfaces, permissions and limitations before confirming an integration.
Data flows, provider terms and permissions must be agreed before a production integration.
Yes. The workflow can require review before important actions are taken.
Share your goal, current setup and the outcome you need.
Review your prepared message in WhatsApp, then tap Send.
These examples describe possible project scopes. Share your real workflow to assess suitability and delivery requirements.
An illustrative integration could prepare a draft, summarise a record or answer a scoped question. Describe where it appears and what the user should be able to do with the result.
Share the platform and available API or export options. Map which information the AI component receives and which approved actions it may return to the system.
Agree behaviour for missing records, incorrect output, service interruptions and usage limits. Confirm hosting, account ownership and who maintains the integration.
An API-based integration can be assessed when the platform, access and required behaviour are understood. The proposal identifies the services and implementation scope after that review.
Not necessarily. A focused integration may fit the existing system if usable interfaces and permissions are available. Feasibility is reviewed first.
Provider selection follows the task, information handling, hosting and cost assessment. A particular platform is not promised before those requirements are reviewed.
Account ownership, billing, usage limits and support responsibilities are agreed before deployment. Provider usage fees are separate from the initial build.