Automate the repeat work, not the decisions
AI automation for business is most useful on work that repeats: the same phone question, the same figures retyped from a PDF. Traittek would scope voice agents, chat, document handling or workflow automation around one process you already run.
- Proposed work
- Custom automation built on systems you already run
- Starting point
- One repeating workflow, mapped first
- Works alongside
- Phone systems, CRMs, helpdesks, shared inboxes
- Handover can include
- Written documentation and access for your team
- Not included
- Phone carriers, software licenses, hardware
What it solves
The situations this is for
The same questions, all day
Phone, chat and email bring the same questions with known answers: opening hours, job status, whether a form arrived. Each one is small, but together they set the pace of someone's whole day.
Figures retyped from one system to another
A figure lands in one place and gets keyed into another by hand. The typing is the small cost. The real cost is the drift between two records that should match.
Steps that move only when remembered
A handoff happens when a person notices it. When nobody notices, the work does not fail. It just sits.
A shared inbox used as a queue
Requests arrive as email and stay as email. Nothing shows what is outstanding, who has it, or what was promised.
Scope
What the scope can include
Voice and chat agents
- AI voice agents for common inbound calls
- Chat assistants on a website or messaging app
- Routine answers drawn from your own information
- Enquiry details captured and written to a record
- A defined handoff point to a person
Workflow automation
- Turning an enquiry into a ticket or record
- Reminders, chasers and status updates
- Approvals routed to whoever owns them
- An exception queue for anything unusual
Document processing and integration
- Reading fields out of forms, PDFs and email
- Validation rules checked before anything is written
- Moving records between systems
- Connections to the tools you already use
- A log of what changed and when
Scenarios
What this could look like
Calls with known answers
A scenario this covers: a service business fields the same few calls all day, about opening hours, when someone can visit, and job status. A voice agent would take those calls, write the details into its system, and pass anything unusual to a person with the notes attached.
A supplier PDF keyed in twice
For example, a supplier PDF gets keyed into two systems by hand today. Scope can include reading the fields, checking them against rules you set, and writing them once. Anything that fails the check would go to a review queue for a person.
A follow-up that does not rely on memory
A scenario this covers: a chaser goes out only when someone remembers to send it. Scope can include watching for the trigger, sending the reminder, and escalating when nothing moves. You would write the rule for what counts as movement.
Method
How we would work
A starting point for the first conversation, not a fixed methodology.
- 01
Start with one workflow
We would map a single repeating process first: where the work arrives, what happens to it, and where it lands. One workflow is easier to judge than a whole program, and it should show whether the rest is worth doing.
- 02
Write the limits down first
Before the build, agree what the automation handles alone, what it must pass to a person, and what it does when the answer is unclear. That is your call to make, not the software's.
- 03
Build against your real systems
The work would connect to the tools you actually use, not a demonstration setup. Your manual path would stay open alongside it while you decide whether to rely on the new one.
- 04
Hand it over in writing
Handover can include written documentation: how it runs, which rules it follows, and how to change them. The aim is that it can be maintained whether or not we are still involved.
Fit
Is this the right fit?
A good fit if
- A task comes up often, and the right answer is already known.
- The process is written down, and everyone runs it the same way.
- Figures get retyped from emails or PDFs into the systems you run.
- You want people to keep the decisions, with the preparation done for them.
Not the right fit
You only need calls answered
A custom build only earns its cost when what happens after the call is specific to your business. If answering calls is the whole job, a ready-made AI receptionist product is the simpler place to start.
The process is not settled yet
If the process is not written down, or two people run it two different ways, automation would copy the disagreement, not settle it. Agree on the correct path first. If the task comes up only a few times a year, a written checklist is the better answer, with less to maintain.
Every case needs a judgment call
Pricing an exception, reading a situation, or making a promise on the company's behalf belongs with a person. We would automate the preparation around the decision, never the decision itself.
Questions
Questions about AI & automation
What can AI automation handle in our business?
Work that repeats and already has a known answer. Think of common calls and chats, figures retyped from forms or PDFs, and follow-ups that depend on someone remembering. Scope can include AI agents for calls and chat, document processing and workflow automation. Anything that needs a judgment call every time should stay with a person.
Will automation replace our staff?
That is not what this work is aimed at. Scope would cover the repeat work around your people: the same questions, the retyping, the reminders. What the automation handles alone, and when it hands over to a person, would be agreed with you before the build. Decisions would stay with your team.
Where should we start with AI automation?
With one process that repeats often and is already written down, such as a common call or a form that gets retyped. We would map where that work arrives, what happens to it, and where it lands. One workflow is easier to judge than a program, and it should show whether more business process automation is worth doing.
How do we know if a pilot worked?
Before the build, you would agree what the workflow should handle and what counts as working. The pilot would then run alongside your manual path, so its work can be checked against the old way. What it handled alone, what it passed to a person, and what it changed should show whether to rely on it. The decision would be yours.
What happens to our data?
The automation would be built on the tools you already run, reading from and writing to your own records. The accounts it runs on would be yours. Scope can include a log of what it changed and when, so your team can check its work.
Do we own what gets built?
Yes. Everything Traittek builds is the client's: the code, the repository and the accounts it runs on. Handover can include documentation of how it runs and which rules it follows, so your team or another provider could maintain it.
Related
Bring the task that repeats most
Describe one task that repeats, and the systems it passes through today.