We don't build more. We build what matters.
I turn messy operational data into dashboards, automations, AI tools, and reports you can actually act on delivered with an opinion, delivered with criteria.
Saved by turning a twelve-hour weekly report into a five-minute one.
Four things, done properly.
AI didn't make analysis easier. It made shipping the fix cheaper.
The analysis still takes judgement, that part is mine. What changed is the gap between the finding and the fix: the tool that used to be a three-month IT request is now a week of building with AI in the loop, and I hand it over working.
Models where they pay off
Forecasts, classification, document extraction, and LLM steps inside a real workflow. If a rule does the job, I'll say so and skip the model.
The work nobody should be doing
Data pulled, cleaned, joined and delivered on a schedule. Copy-paste, re-keying, and the Monday morning export all disappear.
A working tool beats a spec
I build the internal app with AI, put it in front of you in days, and change it while you watch. You react to something real instead of approving a document.
AI writes a lot of the code. I own the decisions, the data model, and whether the number is right, and I'll tell you which parts of your problem don't need AI at all.
Santiago Arredondo
InteliQData is the name I work under. One person, a point of view, and a promise of clarity, you'll always know who did the work and what they think.
The Q, read as a crosshair. A sight lining up on the one number that changes the decision. Signal, found in the noise.
Fewer, better. Here's the kind of thing I hand over.
Find the number. Argue the point. Hand you the fix.
Find the number
I go into your data until three numbers explain the business. Not thirty.
Argue the point
You get a position, not a menu of options. Including the one you won't like.
Hand you the fix
A dashboard, an automation, or a report, something in your hands, not a slide.