01
Workflow selection
Identify where interpretation saves manual effort and define the desired output.
AI Workflow Automation
Make sense of messy inputs.
Keep decisions in the right hands.
Add AI to workflows that need to interpret messages, summarize information, or extract details before a person or business rule takes the next step.
01 / THE STARTING POINT
Start with the right questions.
Emails, call notes, and PDFs rarely arrive in a uniform format. An AI step can turn an unstructured input into a category, draft, summary, or set of fields for a defined workflow.
We map the inputs, downstream steps, and consequences of an incorrect result. Business rules and review points control when an output can update a record or move the process forward.
02 / WHAT WE COVER
The details behind the work.
These are the areas we consider. Your proposal defines the exact deliverables, responsibilities, integrations, and ongoing work.
02
Input & output design
Agree which sources the workflow reads and which categories, fields, or drafts it should produce.
03
Human review
Set approval points for consequential or uncertain outputs before downstream actions occur.
04
System connections
Connect the agreed inbox, CRM, document source, or task system through supported interfaces.
05
Exception handling
Plan for missing fields, unreadable documents, uncertain results, and repeated events.
06
Evaluation & handover
Test on representative examples and document who reviews outputs and maintains the workflow.
03 / DIFFERENT STARTING POINTS
Where are you starting?
A focused project or part of a wider plan. We shape the scope around your current situation and the work that matters next.
Enquiry triage
Classify incoming messages by intent, summarize the request, and route it to a person for review.
Let’s discuss itDocument intake
Extract agreed fields from recurring forms or invoices and queue incomplete records for validation.
Let’s discuss itSales follow-up
Summarize call notes and draft a follow-up or CRM update for the owner to approve.
Let’s discuss itPEOPLE + PROCESS + TECHNOLOGY
Technology earns its place through useful work.
We start with what your business needs.
The workflow, the people using it, the information it depends on, and the way it will be maintained shape the solution. We keep those connections in view throughout the project.
Talk through your requirements04 / HOW THE WORK MOVES FORWARD
A clear path.
With room for your input.
We agree on the scope and review points so you know what is being delivered, what we need from you, and what happens next.
- 01
Map the requirement
Work with the people involved to understand the process, systems, information, and constraints.
- 02
Define the solution
Agree on a focused first scope, integrations, access rules, acceptance criteria, and review milestones.
- 03
Implement & validate
Build in reviewable stages and test realistic cases, exceptions, and the handoffs to existing systems.
- 04
Roll out & support
Prepare documentation, team onboarding, release checks, and a clear plan for ownership and ongoing changes.
05 / YOUR QUESTIONS, ANSWERED
Before we get started.
Have a requirement we haven’t covered?
Let’s talk about it
Where does AI fit in a workflow?
It can help when a step must interpret text, extract information, or draft content. We use defined rules for routing or updates whenever the input and decision are already clear.
Can someone review AI outputs before they are used?
Yes. We agree which steps need approval, who reviews them, and what happens when an output is uncertain or incomplete.
What documents or tools can it work with?
We review sample inputs, available integrations, access permissions, and downstream requirements before defining the scope.
How are cost and timing decided?
We prepare a proposal around the agreed deliverables, complexity, dependencies, access, and review requirements. Third-party charges and ongoing work are identified separately.
How do we get started?
Tell us about your business, the requirement, and what you already have in place. We will discuss the fit, clarify the scope, and recommend a practical next step.
LET’S TALK ABOUT YOUR PROJECT
Your next step.
Let’s work it out together.
Tell us about your business and what you want to improve. We’ll help you define a practical starting point.
AI implementation.
A focused project or
a connected plan.