Lesson 4.4 · D4 Workflow Integration & Solution Design · 6 min
Integrate Claude into existing workflows
Define where Claude's output enters the process, who checks it, who approves it, and where the facts come from.
What the exam tests
Designing safe hand-offs, and recognising when a request needs technical specialists.
Key ideas
- Hand-off points
- Where does the draft enter, who reviews it, who approves the final version, how are errors reported and fixed?
- Systems of record
- Stock levels, delivery dates, account data and policy text come from the authoritative system, not from Claude.
- Structured hand-offs
- Use output formats that match the next system to avoid manual re-keying errors.
- Know your remit
- APIs, automated pipelines, database writes and system integrations are technical work. Document the business need and escalate to developers, architects, IT or security.
- Never share credentials
- Passwords and system logins don't go into chats or Projects.
Worked example
The e-commerce team wants Claude to update product listings in the store database.
Weaker
Paste the database password into a Project so Claude can make the changes.
Stronger
Capture the requirement (which fields, how often, who approves) and pass it to the technical team to assess an integration.
Why: System integration is outside an Associate's remit, and credentials never belong in a chat.
Common traps
- Removing the reviewer to speed things up.
- Building integrations from online tutorials.
- Letting Claude send customer messages automatically.
Remember
Clear hand-offs, authoritative data, and escalate anything technical.