Kill your most repetitive job. In weeks, not quarters.
A single, focused AI automation that takes one draining, repeatable task off your team's plate — built, shipped and running on its own. The fastest way to turn "we should use AI" into a result you can measure.
2–4 week build · fixed fee
One task is quietly eating your week.
Every team has one. The job nobody wants, that runs on human copy-paste, and that costs more every month you leave it alone.
"Someone spends hours on this every single day."
Qualifying leads, tagging tickets, chasing data, formatting reports — high-volume, low-judgment work that burns your best people's time.
"It's error-prone, and we only notice when it breaks."
Manual work means inconsistent work. The mistakes are small until one of them reaches a client.
"We keep saying we'll automate it. We never do."
It's not big enough for a project and not small enough to ignore — so it sits there, compounding, for another year.
One task, fully automated — and off your plate for good.
A Single-task engagement does exactly one thing, extremely well: we take a high-volume, repetitive job and replace it with an AI automation that runs by itself. No platform to learn, no workflow to rebuild — we identify the task, ship the automation, and hand you back the hours.
automation
A few jobs we've automated away.
A sense of the range. Yours will be whichever task is quietly costing you the most.
Lead scoring & qualification
Every inbound lead scored, enriched and routed automatically — so your team only spends time on the ones worth a conversation.
Content & copy generation
First drafts of proposals, listings, summaries or posts generated to your standard and tone, ready for a human to polish instead of start from scratch.
Reporting automations
The weekly or monthly report that someone rebuilds by hand — pulled, written and formatted automatically, on schedule, every time.
Data entry & extraction
Information pulled out of emails, PDFs and forms and dropped straight into your systems, without the copy-paste.
From "we should automate that" to done — in four steps.
A low-risk way in. We prove the value on one task before you ever think about the next.
Discovery call
A 30-minute call to find your highest-ROI task and confirm a Single-task automation is the right place to start.
Scope & fixed quote
We map the task, agree exactly what "done" means, and give you a fixed price. No open-ended meters.
Build & ship
We build the automation, test it against your real work, and put it live.
▍Handover
It runs on its own. We hand it over — and when you're ready, the obvious next task is waiting.
- Discovery call
- Free
- Scope & quote
- A few days
- Build & ship
- 2–4 weeks
- Result
- Running system
- Price model
- Fixed fee
You don't get a report. You get a running system.
Consultants hand over a deck and a to-do list. We hand over the thing itself — built, deployed, documented, and yours.
A measured result
Tested on your real work, with the hours it gives back shown, not promised.
Full ownership
The automation is yours to keep, run, and change. No lock-in, no dependency on us.
Documentation & handover
How it works, where it runs, and what to do if you want to extend it.
Visibility while it runs
You can see it working and know when it flags an edge case for a human.
The stack behind our automation.
We choose the layers to fit your existing tools. Here's what every Single-task build is put together from.
Small footprint. Measurable result.
"We thought we needed 'an AI strategy.' Codefully just took our lead-qualification off our hands in three weeks. It paid for itself in the first month — and it's why we trusted them with the bigger build."
An AI engineering firm — not a consultancy with slides.
You get something that actually ships.
AI projects have a habit of dragging on for months with nothing live to show for it. We scope one task, put it live in 2–4 weeks, or tell you upfront it isn't the right one.
It's yours — no lock-in.
No being tied to an agency forever. We hand over the automation and the code; you keep it, run it, and change it without us.
Proven on your real work, not a demo.
AI that looks great in a demo often falls apart on messy real data. We test against your actual work before go-live, so what ships holds up on Monday morning.
Real code, not a no-code flow.
Every automation is real code we write, test, and hand over, not a brittle no-code chain you inherit and can't maintain.
No new tool to learn.
It plugs into the tools and data your team already uses and runs in the background — there's no extra app to adopt or remember.
One task, one clear price.
No open-ended meters and no scope creep. We agree exactly what "done" means up front and quote a fixed fee.
Built to run unattended.
It does the work on its own and flags edge cases for a human, so nothing breaks silently in the background.
We start where the ROI is obvious.
We pick the highest-volume, lowest-judgment task first, so the value is clear from day one instead of a leap of faith.
Where a Single-task automation fits.
The fastest, lowest-risk way to get a real result from AI. Here's when to start here — and when to reach for more.
| What you need | Single task · 01 Start here | Inside your stack (02) |
|---|---|---|
| Remove one repetitive job | Ideal | Next step |
| Fastest possible time to value | 2–4 weeks | Weeks |
| Lowest-risk first project | Yes | Yes |
| AI across a whole tool or workflow | Too narrow | ✓ Ideal |
| A prove-it-first budget | Fixed fee | Larger |
Before you book.
Thought Leadership
Practical writing and live sessions on AI, automation and how we build software at codefully.
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