Expertise / A closer look
AI Agents & Automation
Useful AI, connected to the way your business actually works.
A good fit for
AI & automationBusinesses with repeatable research, catalogue, content or operational tasks.
Discuss a projectThe opportunity
Make the next step
a better one.
Teams spend too much time moving information between tools, cleaning up catalogues, collecting research and repeating the same checks. An AI workflow is useful when it removes that friction and makes the next decision easier.
I start with a real task and its source of truth, then define what the system can do, what it should show, and where a person needs to approve the result. The interface matters as much as the automation behind it.
- Working together
- Directly with Gokul
- Timing
- Scoped around the workflow
What I work on
Focused on the right things.
- Map tasks, inputs and review points
- Connect business tools and APIs
- Design clear agent interfaces
- Test outputs and recovery states
What you take away
Something you can use.
- A workflow map with clear scope and permissions
- A working agent or automation prototype
- Review, approval and error-handling interfaces
- Integration notes and a practical handover
Explore the interaction
See a workflow unfold.
A working interface demonstration with sample data. Choose a task, follow its progress and review the proposed result.
See the system
think in steps.
Choose a workflow, inspect the sample input and review the proposed output. You make the final call.
Find inconsistencies in a small sample product catalogue.
Product: Wireless headphones · Category: Audio · Compatibility: missing · Related products use the Headphones category.
- 01Inspect sample product fields
- 02Compare naming and categories
- 03Prepare suggested corrections
Your review workspace.
Run the example to reveal the proposed changes.
This browser simulation demonstrates the workflow and interface. Its sample responses are predefined; it does not call an AI model, access a store or publish changes.
Before we begin
A little clarity
goes a long way.
01What do you need from me to get started?
A short description of the problem, a link to the current website or tool if there is one, and what a useful result would look like. You do not need to arrive with a finished specification. We agree access and any content requirements once the scope is clear.
02Can you work with what we already have?
Yes. The starting point is to understand your current setup and constraints. A focused improvement or integration may make more sense than rebuilding everything. I will explain the options and the tradeoffs before we agree the work.
03How are cost and timing agreed?
After we define the deliverables, dependencies and review points, I put together a scope and quote. The project begins with an agreed plan, and any change to that plan is discussed before additional work starts.
Have something in mind?
What could your team stop doing manually?
Tell me what you are building, where it gets difficult, and what a better outcome looks like.