Adea vs a developer or analyst

Choose Adea when the same data questions keep landing on your developer. Adea answers them in plain words and in seconds, builds the reports they'd otherwise pull by hand, and watches every number.

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A developer or analyst

“Our developer can just pull the numbers.”

They can, between everything else. Each question costs them a context switch and costs you a wait. Adea answers straight away with the query shown, so they can check it at a glance, and the monthly report runs by itself.

What Adea adds next to A developer or analyst.

Choose Adea when:

1
The same questions keep coming back
2
Sales and support wait for answers that are actually simple
3
Someone pulls the same report by hand every month
4
You'd rather your developer built the product than looked up numbers

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Adea vs a developer or analyst side by side

Question		A developer or analyst
Built for	Answering questions, building reports and dashboards, and watching every number of the business	Any question, including the ones that need judgement
Asking a question	Ask in plain words and get the answer in seconds, with the query and its sources shown	Write to them and wait for a reply
Reports and dashboards	Dashboards from a question in plain words. Bring a report you already have as a PDF, screenshot or Excel file, and Adea rebuilds it from your live data. Send any of it on a schedule	Built by hand when they have time, and updated by hand
Who can build them	Anyone who can ask a question	The developer or analyst
Getting started	Connect a read-only database. Adea learns what the tables mean, works out what's normal and suggests the numbers to watch, the same day	Write to the person who knows the data
When a number moves	Checks every number each night against what is normal for it, tells you in the morning, and tests the likely causes	Someone has to notice, and then ask
Where answers arrive	In Adea, Slack, Teams, mail and the AI assistant you already use	Wherever they reply
Personal data	Guardian checks every query before it runs and flags large pulls of personal data. On Business it can hold them until an admin says yes	Depends on what they pull and where they send it

About A developer or analyst

The most common way to get a number is to ask the person who knows the data. They can answer almost anything, including what needs judgement, when they have the time.

Written from how each tool describes itself, in October 2026. Tools change, so check theirs for today's details. Found something wrong? Write to us and we'll correct it.

Choose A developer or analyst when

The question needs judgement or a decision
It's about something that isn't recorded in the data

Use them together

Keep your developer for the questions that need judgement. Let Adea answer the repeat ones, run the reports and watch the numbers.

Adding Adea takes three steps

Nothing you have today has to change.

1
Connect your database, read-only
The same database you and your tools already use. Adea only reads, and refuses a user that can write.
2
Adea sets itself up
It learns what your tables mean, works out what's normal and suggests the numbers to watch. You check the first ones.
3
Keep what already works
Keep your developer or analyst for the questions that need a person.

Questions

What is the alternative to asking a developer for numbers?

Adea. Anyone asks in plain words and gets the answer in seconds, with the query shown so the developer can check it. Reports run on a schedule, and every number is watched each night.

How is Adea different from asking a developer?

Adea answers straight away, any time, for anyone, and watches every number without being asked. A developer answers when they have time, and is still the one for questions that need judgement.

Does Adea replace my developer or analyst?

No. Questions that need judgement, or that aren't in the data, still need a person. Adea takes the repeat questions, the reports and the watching.

Can my developer or analyst use Adea?

Yes. They can see the query behind every answer, and the notes Adea keeps about what the tables mean. Many use it to answer the simple questions faster.

Is my data safe with Adea?

Adea connects with a database user that can only read, and refuses one that can write. Guardian checks every query before it runs and flags large pulls of personal data. Everything travels over HTTPS, the passwords you give Adea are encrypted with a key that belongs to your company alone, and no other company can see your numbers.

How long does it take to set up?

A couple of minutes to connect a database. Then Adea sets itself up: it learns what your tables mean and suggests the numbers to watch, and you check the first one. You can start free, with no card.