What should your business automate first?
Automate work that is frequent, follows clear rules, and is cheap to correct when it goes wrong. Good first candidates include lead routing, invoice data entry, status updates and recurring reports. Leave one-off decisions and anything where a mistake would seriously harm a customer until the process has human review.
This is HALO Studio's working method from an engineering point of view, not research data. The example below is made up to show the arithmetic.
A four-question filter
| Question | Good sign | Warning sign |
|---|---|---|
| How often does it happen? | Daily or weekly | A few times a year |
| Can you write the rules down? | Clear steps and few exceptions | "It depends who is asking" |
| Is the input structured? | Forms, records, consistent files | Free text and scattered attachments |
| What does a mistake cost? | Easy to spot and undo | Money sent, or a customer harmed |
Score your candidates
List your repeated tasks and work out the time each one takes each month:
Monthly hours saved = times per month × minutes per run ÷ 60 × share a machine can handle
Then compare the value of those hours with the cost to build and maintain the automation. Here is the made-up example:
| Task | Runs / month | Minutes each | Machine share | Hours saved / month |
|---|---|---|---|---|
| Copy website leads into the CRM and assign an owner | 200 | 6 | 90% | 18 |
| Build the weekly sales report | 4 | 120 | 80% | 6.4 |
| Reply to complex customer complaints | 40 | 20 | 10% | 1.3 |
In this example, lead routing wins. It saves the most time, its rules are clear, and a routing mistake is easy to fix. It also has a benefit the formula misses: faster replies to new leads.
Good first automations
- Lead handling. Send form enquiries to your CRM, assign an owner and alert them.
- Finance admin. Extract invoice data for a person to approve.
- Reporting. Pull numbers from several tools into one dashboard.
- Customer updates. Send order and status messages when a record changes.
- Internal handoffs. Create tasks and notify the next team when a stage ends.
Where to use AI, and where not to
Use plain rules when the rules are clear, because they are cheaper to run and easier to check. Add AI where input is messy, such as sorting emails or drafting a reply. Keep a person approving anything that sends money, changes important records or makes a promise to a customer until you have measured its accuracy on your own data.
Build it so that it can fail safely
- Document and tidy the process first. Automating a broken process just makes it break faster.
- Measure a baseline for time and errors before you change anything.
- Run the automation alongside the manual process for a short period.
- Add alerts, logs and a named owner, so failures get noticed and fixed.
- Compare results with the baseline, then choose the next process.
How HALO Studio can help
A fixed-scope Sprint of 2–3 weeks can deliver one high-impact automation, using tools such as n8n, Make, APIs and AI agents. Tell us the process that costs your team the most time.