AI Work Automation Planner
Find what to automate and map a plan to save hours each week
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Which of the things you do every week should a machine be doing instead? The answer is usually less exciting than people expect, and the tasks worth automating are rarely the ones that feel most tedious. The AI Work Automation Planner sorts that out and puts the work in an order.
Short answer: AI Work Automation Planner turns a description of your repetitive work into a phased automation plan, with candidates ordered, milestones between phases and the work broken into steps you can actually schedule.
What is AI Work Automation Planner?
It is a free planning tool on AIToolsay that plans automation work rather than performing it. You describe the repetitive parts of your week, what tools you already have and how much capacity you can spare. It returns a sequence: what to automate first, what to leave alone, and what has to happen before each piece is possible.
Nothing here connects to anything. There are no integrations and no scripts. What you get is the plan, which is the part most automation efforts skip on the way to enthusiastically automating the wrong thing.
Note A plan is not an implementation. Every phase still needs building in whatever tools you use, and the effort estimates in the plan are inferred from your description rather than measured.
Why Use AI Work Automation Planner?
Automation projects fail in a recognisable way. Somebody automates the most annoying task, which turns out to be annoying rather than frequent, spends a weekend on it, and saves eleven minutes a month. Meanwhile the genuinely expensive task, which is boring and invisible, carries on untouched.
- Ranks candidates by what they actually cost rather than by how irritating they are.
- Names what has to be standardised before anything can be automated.
- Sequences the work so each phase makes the next one cheaper.
- Says which tasks should stay manual, which is the part enthusiasts skip.
Who Should Use It?
| Who | What they want automated | Setting that helps |
|---|---|---|
| Small business owners | Invoicing, reminders, repetitive admin | Priority Focus set to Quick Wins |
| Operations teams | Data movement between systems | Planning Style set to Milestone-Based |
| Marketers | Reporting that is rebuilt by hand each month | Planning Horizon set to 3 Months |
| Freelancers | Onboarding, contracts, chasing payment | Detail Level around the middle |
How Does AI Work Automation Planner Work?
Your description and the settings are sent through together, which is why the horizon changes the ambition of the plan rather than only its dates. One page, no account, nothing to configure first.
Step-by-Step Guide
- Describe the repetitive work in the prompt box, which asks for "Enter your goals, constraints, or context for the work automation planner…". Frequency matters more than annoyance.
- Choose an engine. MSB AI, OpenRouter AI and DeepSeek all sit on the selector with others alongside.
- Open advanced options and set the horizon to match the capacity you can genuinely give this.
- Generate.
- Read the phase order carefully. If the first phase is a build rather than a standardisation, be suspicious.
- Export it as DOC, TXT or HTML, or use copy, listen, reuse, download and open in full view.
- Generate a version that assumes half the capacity and compare both from the activity history panel.
Key Features
Candidates ranked by cost
Frequency times effort, rather than by how much the task irritates whoever described it.
Prerequisites named
Most automation is blocked by an inconsistent input, and the plan says so before you start building.
What to leave alone
Tasks that vary too much or matter too much to be automated get flagged rather than scheduled.
Phases with checkpoints
Each phase ends with something to verify, so a half working automation is noticed rather than trusted.
Scaled to your capacity
State the hours you have and the plan fits them instead of assuming a dedicated project.
| Task | Feels worth automating because | Actually worth it? |
|---|---|---|
| An annual data migration | It is painful and takes a whole day | No. Once a year does not repay the build |
| Copying figures between two sheets | It is dull and takes five minutes | Yes, if it happens daily |
| Writing client updates | It takes hours every week | Partly. Assemble the data, keep the judgement manual |
| Handling unusual refund cases | It interrupts constantly | No. Too variable, and the cost of an error is high |
Best Use Cases
- A week with several hours of repetitive work and no plan for reducing it.
- Deciding between three automation ideas when you can only do one.
- Preparing a case for buying a tool, with the manual cost written out.
- A monthly report that has been rebuilt by hand for two years.
- Working out why a previous automation attempt was abandoned.
Advanced Options Guide
| Option | What it controls | When to change it | Suggested starting point |
|---|---|---|---|
| Planning Horizon | 1 Week, 1 Month, 3 Months, 6 Months, 1 Year or Custom | Match it to how long you will keep at this | 3 Months. Automation done in evenings needs a horizon, not a sprint |
| Planning Style | Simple, Detailed, Structured, Flexible, Time-Blocked, Goal-Oriented, Milestone-Based or Minimal | When each phase needs proving before the next | Milestone-Based, since a half built automation is worse than none |
| Output Format | Plan, Checklist, Timeline, Table, Roadmap, Step by Step or Calendar | Match it to whether you are proposing or doing | Roadmap to propose, Checklist to build from |
| Priority Focus | Deadlines, Goals, Balance, Efficiency, Impact, Quick Wins or Consistency | When you need early evidence that this is worth it | Quick Wins, because an automation effort with no visible result dies quietly |
| Include Milestones | Adds verification points between phases | Always, for automation | On |
| Include Action Steps | Breaks each phase into concrete work | Whenever somebody other than you will build it | On |
| Include Deadlines | Attaches dates rather than sequence | Once someone owns the work | Off while planning, on when it is committed |
| Keep It Flexible | Presents phases as options rather than a fixed order | When you are not sure which tools you will end up using | On for a first plan |
| Detail Level | Slider from 1 to 100 controlling how far each phase is specified | When phases are too vague to start or too prescriptive about tooling | Middle. The plan should not choose your software for you |
| Custom Instructions | Free text up to 1000 characters | For the tools you already have and the ones you cannot buy | Real constraints, such as "We already pay for a spreadsheet suite and cannot add new subscriptions this year" |
Pro tip Give frequency and duration for each task, not just a description. "Twenty minutes, four times a week" ranks completely differently from "an hour, once a month", and without those numbers the plan ranks by how strongly you complained.
Example Inputs
The example is a two person consultancy trying to reduce administrative work.
Repetitive work each week: chasing unpaid invoices (30 minutes, weekly),
assembling a client status email from notes (45 minutes each, three
clients, weekly), reformatting exported data for reports (2 hours,
monthly), scheduling calls back and forth over email (unpredictable,
maybe an hour a week total).
Tools: spreadsheet suite, email, an invoicing app we already pay for.
Capacity for this: about three hours a week, for a quarter.Settings: Planning Horizon at 3 Months, Planning Style set to Milestone-Based, Output Format set to Roadmap, Priority Focus set to Quick Wins, milestones and action steps on, Keep It Flexible on, Detail Level around the middle, with the tooling constraint in Custom Instructions.
Example Outputs
The plan ranked the candidates before sequencing them. Truncated to the ranking and the first phase:
Ranked by weekly cost
1. Client status emails - 135 min/week - partially automatable
2. Scheduling - 60 min/week - fully automatable with existing tools
3. Invoice chasing - 30 min/week - already available in your app
4. Report reformatting - 30 min/week equivalent - needs standardising
Phase 1 (weeks 1-2): Scheduling and invoice reminders
Both are features you already pay for and have not switched on.
Effort: 2 hours total. Milestone: no manual scheduling emails
for two consecutive weeks ...Phase one is entirely configuration of tools already being paid for, which is the most common finding and the least glamorous. The status emails, which cost the most time, were sequenced later because they need the notes to be captured consistently first.
Caution Automating a process you have not standardised produces an automated mess that is harder to fix than the manual one. If the plan puts a standardisation phase first, that is not the plan being slow, it is the plan being right.
What works well
- Ranking by frequency and duration corrects the usual instinct
- Regularly finds features you already pay for and have not enabled
- Prerequisites are named rather than discovered halfway through
- Willing to say a task should stay manual
What to watch for
- No integrations, so every phase still has to be built by somebody
- Effort estimates are inferred from your description
- It can suggest tools without knowing what your organisation permits
- Without frequency data the ranking is guesswork
Worth checking before you start building:
- ✅ Every candidate has a frequency and a duration attached
- ✅ The first phase uses tools you already have
- ✅ Anything needing standardisation has that step scheduled before the build
- ✅ At least one task has been marked as deliberately staying manual
- ✅ Each phase has a checkpoint you could actually fail
Automation planning follows process work. If the process has not been written down yet, the AI Efficiency Insights Generator is a better first stop, and when the aim is to organise the work rather than automate it, the AI Work Queue Organizer covers that.
The AI Work Automation Planner sits in a broad collection of purpose built AI tools on AIToolsay, every one of them free and none requiring an account. Automation plans get rewritten as you discover what your tools can and cannot do, which happens roughly every second phase, and a plan you are reluctant to regenerate is one you will quietly stop following. One interface serves them all, which means the options accordion, the export row and the session history behave the same way whichever tool you open. What gets built next follows what people ask for, and describing the repetitive work you cannot get rid of is a good request to send.
Frequently Asked Questions
Does it build the automation?
No. It plans which work to automate, in what order and what has to happen first. Building it happens in whatever tools you use.
How do I know what is worth automating?
Frequency times duration, adjusted for how much the task varies. Give it those numbers and the ranking is reasonable. Without them it is ranking your irritation.
Is the AI Work Automation Planner free?
Yes, with no account needed. Replan whenever you learn something new about your tools.
Why does it keep suggesting standardisation before automation?
Because variable inputs are what break automations. A process that runs three slightly different ways cannot be automated until somebody decides which way is correct.
Will it recommend specific software?
Sometimes, and treat those suggestions carefully. It has no knowledge of what your organisation permits or already pays for, so state that in Custom Instructions and the recommendations improve considerably.
What should stay manual?
Anything rare, anything highly variable, and anything where a mistake is expensive and hard to detect. A plan that flags those is more trustworthy than one that automates everything.
The best automation is usually a setting you had not switched on, in a tool you were already paying for. It is a disappointing conclusion for anyone who enjoys building things, and it is where a surprising amount of recoverable time actually sits.
If this stopped you automating the wrong thing, the Telegram community linked in the result footer is where people compare what worked, and the newsletter carries new tools as they land. Push notifications save you looking, the social accounts post the smaller news, and a note about repetitive work this could not plan around is read.
Let AI Speak.
Sabir
Founder of AIToolsay and a passionate AI enthusiast dedicated to building practical, user-friendly AI tools that simplify everyday tasks.
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