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Integration engineering

API Integration Planning
Managed AI Workflows.

Prepare an integration design around verified interfaces, permissions, failure handling and data ownership.

THE OPPORTUNITY

Start where the work
gets held up.

A successful example request is only the beginning. Production integrations also need to handle retries, limits, partial failures and changes.

Help engineering teams identify these requirements before implementation starts.

A WORKFLOW WORTH EXPLORING

Integration request-to-design brief

An owner approves discovery for a connection between two systems.

Draft field mappings, execution boundaries and questions about error handling, identity and reconciliation.

WHERE JUDGMENT BELONGS

Make the review point explicit.

Engineers verify interface behavior in an approved test environment and system owners approve the proposed access.

Work within the real constraints.

Confirm vendor support and licensing for the actual environment. Never infer that an endpoint exists from a similar product or old example.

Success needs
a useful measure.

Measure mapping errors, duplicate actions, unresolved interface assumptions and recovery effort.

Before expanding the workflow, compare the result with the current process. Include review effort and exceptions in that comparison so the improvement reflects the team's actual experience.

Read the implementation guide ↗
CHOOSE THE RIGHT SUPPORT

Build it. Build with us.
Or have us manage it.

The workflow stays centered on your business. The engagement determines who learns, implements and operates it.

DIY

Your team owns the build.

Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.

Explore the $2,500 package ↗
DFY

We manage the foundation.

Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.

Explore managed delivery ↗
START WITH YOUR WORK

Where is your team
doing too much by hand?

Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.