Workflow analysis
Mapping a repetitive process, finding bottlenecks and deciding what is worth automating.
Process mapping / feasibilityAI for business
AI ANDAUTOMATIONFOR SMALLTEAMS.
I help teams find repetitive work that slows them down. Together we check where AI tools, automation and supervised agents can simplify real processes while people keep control of the result.
WORKFLOW / INPUTAI-ASSISTEDHUMAN IN CONTROL
OPERATIONAL DESIGNDESIGN
TEST
IMPROVE
TEST
IMPROVE
Useful automation begins with a clear picture of the process.
The approach
The work
comes first.
Many processes need no AI agent. A better checklist, a simple integration or clearer ownership often solves the problem.
First we look at where information gets stuck, where time goes and which decisions need a person. Then we pick a realistic pilot, agree on what success looks like and decide whether AI is the right tool.
What I can help explore
What I can
help with.
Independent support for teams that are trying AI automation. What I can build depends on system access, available integrations, security requirements and the agreed scope.
Automation setup
Setting up a small pilot for document processing, request routing or recurring reports when the needed integrations exist.
Workflow configuration / integrationsAgents & knowledge
Designing limited agent workflows and internal knowledge search with clear tool permissions.
RAG / agent orchestrationQuality & oversight
Adding validation, independent checks, human approval and exception handling before a wider rollout.
Evaluation / monitoring / safeguardsExplore a workflow
Example
workflows.
These examples show how a team could organise the work. They are concepts. None of them describes a finished client project or a live integration.
INBOX & REQUEST TRIAGE
New request
AI classification
Human review
The system sorts each new request by topic and urgency, and an employee reviews the exceptions before anything goes out or changes.
CONCEPT ONLY. NO AGENT RUNS HERE.How an engagement could work
How a project
could run.
Understanding the process
A focused conversation about the task, current tools, volume, risks and what a useful result would look like.
A small pilot
We define inputs, outputs and approval steps, then build a small working prototype with suitable tools.
Testing before a wider rollout
We test real examples, review the failures and decide what needs more work, monitoring or human review.
Let's talk through it
What slows
your team down?
You don't need a technical brief. Tell me what your team repeats every day, which tools you use and what you'd like to improve. First we check whether automation makes sense at all.
Please don't share passwords, customer records, proprietary files or other confidential information in a first message. I can't guarantee an implementation or any savings.
Start with a short message.
I'll open the form here once I set up secure sending. Until then, describe your workflow on LinkedIn.
- What does your team repeat every day?
- Which tools do you use?
- What would a useful result look like?
Please don't share passwords, customer records or confidential files in a first message. LinkedIn's own terms apply there.