AUTOMATION · WORKFLOW & AI AUTOMATION
We do not begin with a generic “AI transformation.” We begin with the process you already have: where information enters, which rules it should follow, which exceptions need human judgement, and where an approved outcome must go next.
INPUT / NEW REQUEST
Purpose, deadline, requester
Brief, attachments, reference links
Unchecked · awaiting handling
AGREED RULES / EXISTING TOOLS
HANDOFF LEDGER / NEXT STEP
List the missing details and return the request for completion.
Create a clear work item and update its status and owner.
Record the decision and notify the next owner to continue.
USEFUL OUTCOMEEvery outcome has a status, owner, and next step
CUSTOMER PROBLEM
Many everyday workflows do not lack another AI tool. They repeatedly copy, chase, transfer, and update the same information. When rules and exceptions remain implicit, every handoff depends on somebody remembering the next move.
Forms, email, documents, and work records each hold a version, so people repeatedly copy, compare, and recover missing details.
The standard route is understood until priority, approval, or scope changes and nobody is certain who should decide.
A decision has been made, but status, ownership, and the next tool remain out of sync, leaving the work waiting for a manual follow-up.
FIRST-PRINCIPLES LENS
Automation should not begin with the question “Which AI can we use?” Break the process into inputs, rules, exceptions, approvals and outputs. Give repeated, frequent and rule-based steps to the system, while people retain exceptions and important judgement.
Map the current work before assuming the existing systems must be replaced.
Prioritise frequent, repeated steps that can be governed by clear rules.
Exceptions, risk and important decisions need a visible owner.
When a simple automation solves the problem, do not build a large system.
ACS APPROACH
We begin with one real workflow rather than assuming a broad transformation or replacing every tool. We separate repetition, explicit rules, human judgement, and useful outcomes, then narrow the work to an automation worth building.
Confirm what triggers the process, where information enters, who handles it, and which tools are used today.
Define required information, states, assignments, and the repeated steps a system can handle consistently.
Mark exceptions, priorities, sensitive content, and approvals for review by the appropriate person.
Update the work record, notify the next owner, or continue approved information into the next agreed stage.
SERVICE SCOPE
The tools, data boundary, and automation scope are confirmed for each engagement. Complete work will usually involve three layers.
DELIVERABLES
The outcome is not only a flow that runs. The team should also understand its inputs, rules, human intervention points, and where every result goes.
HANDOFF OPERATING RECORDAUTOMATE / 05
Triggers, inputs, tools, owners, repeated steps, waiting points, and exceptions.
Required fields, states, assignment rules, human-review conditions, and the definition of completion.
Appropriate repeated handling connected to the existing working line while retaining human control points.
When the flow stops, who receives it, which decision is recorded, and how the work rejoins the next step.
Scenarios checked, access and operating guidance, known limitations, and process changes that need attention.
Tools, access, data handling, use of AI, maintenance, and support arrangements are defined in the project scope. Automation can reduce appropriate repeated handling; it does not mean zero errors, a guaranteed amount of time saved, or handing every decision to a model.
WHO IT IS FOR
BRANDS & SMEs
AGENCY PARTNERS
FAQ
A workflow is usually a stronger candidate when it recurs, has relatively stable inputs, a definable standard route and completion condition, and exceptions that can be described. Feasibility still depends on tools, access, data, and risk.
Not necessarily. We first review the tools and work records already in use. Whether they remain, connect, or change depends on access, constraints, and the long-term operating model; we do not assume every tool offers the same integration capability.
No. Explicit, repeatable rules may be handled by the system. Scope, priority, sensitive content, exceptions, approvals, and other important judgements retain clear human-review gates.
Before implementation, we confirm data sources, permitted use, required access, storage locations, and information that must stay out of external tools. We do not assume any data is suitable for an AI or third-party service.
START WITH ONE REAL WORKFLOW
Describe what starts it, where the information comes from, who handles each step, which tools are used, and where people must make a judgement. We will map the process before deciding which part is worth automating.
Email a Workflow & AI Automation briefAddress
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