IA WebCoding · Miami

Automation and AI in Miami

Automated workflows and applied AI for US companies. A language model pulls an address out of an email better than any regular expression, and judges whether it is correct considerably worse.

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AI Automation en Miami

How we work in Miami

The same technical standard and process we apply to projects of any size. What changes is the knowledge of the local market.
Two members of the WebCoding team sketching an automation flow on the office whiteboard

Extracting and checking are two different jobs

The model handles pulling the fields out of loose text: street, city, region, postal code, country. Whether that code has the shape it should and whether the region exists in that country is checked by ordinary code, with fixed rules and the same result every time.

An empty slot is worth more than an invented value

If the state does not appear in the text, the right answer is to leave it blank and flag the record. A model asked for a complete record tends to complete it, and a plausible but false field is worse than an empty one: nobody looks at it again.

The workflow runs with nobody watching

An automation runs overnight, at the weekend and while you are in a meeting. That is why the rule cannot be to patch it up: it is to stop, put the record in a review queue and raise a flag. What gets corrected quietly is found weeks later and multiplied.

Every source comes in through the same door

Addresses do not only arrive from your form: they arrive from the supplier's file, from an integration and from the import you have always run. If each source applies its own rules, you end up with four formats living side by side. A single entry point prevents that mixture from the start.

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AI Automation en Miami

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