We've been building
complex systems since 2016.
Algorithm Data AI brings eight years of enterprise delivery experience to US businesses that need outcomes, not engagements.
Built from delivery,
not from a pitch deck.
Algorithm Data AI is the US operating entity of AGS Advisory Services, a technology consulting group founded in Mexico City in 2016.
Over eight years, AGS built a reputation for enterprise delivery — working with institutions including MetLife and Santander on complex system integrations, data infrastructure, and modernization programs.
We launched the US entity in Houston because we saw a gap: mid-market and SMB businesses in Texas and the wider US were dealing with the same operational problems as enterprises — disconnected systems, manual workflows, reporting gaps — but without access to the caliber of technical execution that enterprise clients take for granted.
We exist to close that gap. Fixed-price projects. Clear deliverables. Code you own. No retainers, no staff augmentation, no endless managed services engagements.
We build something specific that solves something specific, and we get out of your way.
Four principles behind every engagement.
Specificity over generality
We don't sell platforms. We build solutions designed around one client's specific operation. A solution that fits everything fits nothing well.
Outcomes over activity
We're not set up to bill hours. We're set up to ship working software. Our incentive is to deliver something useful, fast.
Peer-level communication
We talk to business owners like a trusted operator, not a vendor. Direct, specific, and honest.
AI-native, not AI-adjacent
Claude, n8n, RAG, vector databases — AI isn't a feature we add on. It's built into how we engineer.
The people
running the work.
Strategy, delivery, and technology leadership working together. We don't hand off to juniors — senior involvement from diagnostic call through launch.
Michelle Grande
CEO · Houston, TXLeads business development, client strategy, and overall firm direction. Based in Houston with deep roots in the Texas business community and plans to expand to San Francisco.
Delivery Leadership
Technical OperationsOur delivery and architecture team draws from 8 years of enterprise project execution across financial services, insurance, and complex integration programs.
25+ Developers
Houston · Mexico City · MadridA distributed engineering team across three cities, coordinated under unified delivery standards. No freelancer networks. No outsourced handoffs.
Houston, Texas.
Building from here.
Our Houston office is where client relationships are built and delivery is coordinated. We're a Texas business serving Texas businesses — and the wider US market.
9800 Northwest Freeway, Suite 511
Houston, TX 77092
AGS Advisory Services — Mexico City, MX
Founded 2016 · Enterprise delivery across North America & Europe
Houston, TX · Mexico City, MX · Madrid, Spain
25+ developers across three time zones
Don't see your industry?
Let's talk anyway.
If you have an operational problem that software should solve, there's a good chance we've seen something similar before.
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