What is unique to your industry, built inside
The part that makes your company what it is usually ends up in a spreadsheet. Here it becomes a platform module, on the same foundation, and Tali runs it from the day it goes live.
The paths you already know, and what they cost
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Leave it in the spreadsheet
It works until the person who knows it leaves, the file gets corrupted or the audit asks for a trail.
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Build it outside
High budget, long timeline, and the system starts with no login, records, documents or compliance.
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Maintain it later
Someone has to keep the system running, and the AI you want to add to it starts from scratch.
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Build it inside
On a platform that already has the foundation and the agent. You pay for what is specific, not for the foundation again.
From assessment to a running module
- 1
Assessment
We separate what the platform already handles from what needs its own module. A lot falls into the first group.
- 2
Design
The rules come from the people who do the work today, almost always from the spreadsheet that already exists.
- 3
Launch
The module shows up in the menu, visible only to your company, and Tali already knows how to run it.
- 4
Evolution
Fixes and improvements follow the same cycle as the platform.
When AI decides, it shows its work
In a specialized module, AI often classifies something with consequences: a tax code, a category, a severity level. That is why it does not return just the answer.
Source
Whether it came from history, an official table, AI or a manual decision.
Confidence
High, medium, low or flagged for review, so you know where to look.
Rationale
Why it was classified that way, in plain text.
Rules first
Where there is a table or a rule, it decides. AI covers the rest.
Custom modules in production
Real cases, described without identifying the client.
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Real estate agencies
Property appraisal, commission splits and IPTU and ITBI (property taxes), with the same records and audit trail as the other modules.
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Building maintenance
Inspections with evidence linked to the records and the DMS, and a monthly report for public sector contracts.
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Payroll processed in an ERP
Automatic review of payroll calculated in another system, with discrepancies flagged before payment.
Signs your case fits here
There is a critical spreadsheet
With rules, history and consequences, and only one person knows how to work it.
You have already priced custom development
And stopped at the price, the timeline or who would maintain it afterward.
The rules live in people
The knowledge exists in the operation, not in a manual.
Someone outside takes part
An auditor, client or supplier who needs to see or answer something without becoming a user.
Questions about the custom agent
Is this a software house?
How much does it cost and how long does it take?
Is the module just for me?
What if my rules change?
Bring the spreadsheet nobody can replace
The assessment takes 30 minutes. You leave knowing what already exists, what would need to be built and what is not worth it.