AI Feature Integration
Structured automation workflows with safe data handling — built for real operations, not demos.
From €900
Typical delivery: 5-7 days
What you get
- Automation workflow design (inputs → logic → outputs)
- LLM integration where it reduces manual work (not for hype)
- Prompt structure + guardrails aligned with your use-case
- Backend wiring (API routes, webhooks, queues if needed)
- Data handling boundaries (minimization + traceable touchpoints)
- Basic monitoring hooks (errors + usage signals)
- Handoff notes + runbook for your team
- Optional: small UI integration (e.g., support widget / internal tool panel) if in scope
What this is not
- Not an AI research project
- Not a full platform rebuild
- Not model training
- Not uncontrolled personal-data processing
Process
-
1. Quick Technical Review (15 min)
-
2. Fixed Scope & Delivery Window (5-7 days)
-
3. Integration, Validation & Handoff
FAQ
Quick answers on scope, compliance boundaries, and delivery.
Do you build chatbots?
Only when it solves a real workflow. The focus is automation, not demos.
What platforms do you integrate with?
Scope-dependent. Typical integrations include email, helpdesk, CRM, internal tools, and APIs.
How do you handle personal data?
By minimizing data and defining clear boundaries aligned with GDPR principles. Not legal advice.
Do you host the AI?
It depends on your stack. I can integrate with provider-hosted services or your infrastructure.
What do you need from us?
Workflow description, inputs/outputs, tools, access, and technical constraints.
Can this start without high volume?
Yes. We prioritize highest-leverage automation first and keep scope lean.
What about reliability?
Guardrails, validation, and fallback behavior are implemented where needed.
How is scope fixed?
By agreeing specific workflow(s) and deliverables within the delivery window.
Ready to automate the work that slows you down?
Written summary after the call.