AI Automation Consulting
AI tools are good at producing a first draft of an automation. They are not accountable for it working. I review AI-designed workflows, find the gaps, and make sure they survive real data and real volume.
What's included
- Review of automations drafted by AI tools
- Checks for missing error handling, edge cases and bad assumptions
- Data quality, permissions and security review
- Rebuilding fragile parts so they run reliably
- Guidance on where AI belongs in a workflow and where it does not
- Practical rollout and monitoring plans
How I work
Read what was generated
I go through the proposed automation step by step and compare it with how the business process really works.
Test the weak points
Odd inputs, empty fields, duplicates and volume spikes are the usual failure points, so they are tried first.
Fix and document
Problems are corrected, the decisions are written down, and a monitoring approach is agreed.
When this is the right fit
- You asked an AI tool to design an automation and need someone to check it
- An AI-built workflow works in a demo but fails with real data
- You want to add AI to a process without losing control of it
- Nobody on the team can say why an automation does what it does
Common questions.
Can you review automations that AI tools built?
Yes, this is a dedicated service. AI tools are good at producing a first draft; the review checks it for gaps and makes sure it holds up when handling real data and volume.
Do you build AI automations too?
Yes. See the Agentforce & AI and AI Agents Builder services for building, and this service for independent review.
Let's talk about your project.
Tell me what you are trying to fix or build. I respond within one business day.