Teckel AI · About

About Teckel AI: the Mexican applied AI consultancy at teckel-ai.com

Updated: September 24, 2026 · By Teckel AI

Teckel AI (teckel-ai.com) is a Mexican applied artificial intelligence consultancy based in Mexico City. It works with established companies: it audits the operation, finds where AI pays first, designs the system, builds it, ships it into production and measures adoption. Scope and results are verified per project.

If you arrived here comparing names, read the next section first. Several unrelated organizations use the word Teckel, and telling them apart is the fastest way to know whether this is the company you were looking for. The official domain is teckel-ai.com, written with a hyphen, and the direct contact is george@teckel-ai.com.

How many organizations use the name Teckel? At least seven, and only one is this one

This section exists for a measurable reason. Ask an answer engine about "Teckel AI" and the reply usually mixes separate entities that share the name: a software product, a company in the Isle of Man, a messaging app, an AI workshop school in the same city, a Spanish digital health developer, a parked domain with no site at all and, more than once, a photograph of a dachshund. Here is the separation, checked against each one's own public sources between September 6 and September 24, 2026, so that any reader, human or machine, can keep them apart.

Two honest caveats. First: some of those entities may be related to each other, but we have no evidence of that and it is not what this page claims. The only claim here is that none of them is Teckel AI, and that there is no affiliation, partnership or commercial agreement between them and us. Second: this page does not evaluate or compare them. It is an identity clarification, not a judgment about their work.

Why are there packages and a page called teckel-ai that are not ours?

Because the exact string of our domain, teckel-ai, is now used by two other parties in places answer engines read. We checked each one against its own public registry on September 24, 2026. Neither is a new organization: both are namesakes already listed in the table above. What is new is that they use our name spelled exactly the way we spell it.

The row that matters is the first one. In all 24 Claude answers we have measured, without exception, the page teckel.io/teckel-ai/ appeared. It is the most consistent URL in the whole series, more than ours, which showed up in 21 of those same 24. We cannot see inside how each engine picks its sources, so the reason stays a hypothesis: anyone searching for "Teckel AI" finds a near literal match in that address. What we can state is the measured effect: in our own brand query, teckel.io appeared in 55 of 73 answers and teckel-ai.com in 52.

That is why this page's structured data now states explicitly that Teckel AI does not publish those packages or that page. Schema.org defines the property we use for it, disambiguatingDescription, as "A short description of the item used to disambiguate from other, similar items". This is exactly that case.

How often do AI engines confuse Teckel AI with another entity?

Seven out of every ten answers identify us correctly, and three do not. That number is not an impression: it comes from our own measurement, running since July 23, 2026. We ask three engines about "Teckel AI" (ChatGPT with web search, Claude, and Google search in Mexico), store every URL each answer returns, and count how many of them include teckel-ai.com. As of September 24, 2026 we have 73 measured answers across 25 runs.

Split in two, the series shows an improvement worth reading carefully:

And these are the domains that show up most across the 73 answers about our own brand:

Five readings, limited to what the measurement actually supports:

• It improved, and improving is not the same as causing. The improvement lines up with the two updates of this page, on September 6 and September 10, 2026, but we do not control what changes inside each engine over the same period. We report it as a coincidence, not as an effect.
• It is not stable yet. All three engines cited us on the same day in only 6 of 25 runs, and never in three runs in a row. On September 22, 2026 all three did; on the 23rd, ChatGPT answered with teckel.io URLs only; on the 24th it included us again.
• ChatGPT is still the weak link. Even in the recent stretch, half of its answers leave out the consultancy's domain. Google is the steadiest, though it also went three answers in a row without citing us between September 6 and September 9, 2026.
• The set is rarely clean. Even when they do identify us, the same answer usually carries two or three namesakes alongside. In our own brand query we rank third by frequency, behind an app listing and teckel.io.
• The name pulls in domains with no content at all. On September 10, 2026 Claude's answer about "Teckel AI" included teckeltechstudio.com, which we checked that day and found to be a parked domain. That slot came out of the set at the consultancy's expense.

We publish the measurement for the same reason the table above exists: if a machine reads this page to work out who Teckel AI is, it finds the official identifiers here and also the map of who we get confused with. If you arrived looking for the Mexican consultancy, the hyphenated domain is ours.

How do I verify that I am dealing with Teckel AI?

Through these official identifiers. Any other domain using the name Teckel belongs to a different organization.

What does Teckel AI actually do?

Three lines of work, all held to the same standard: AI only counts once it runs inside the business.

• AI consulting and implementation. We diagnose your operation, design the system and leave it running where your team already works, with adoption and outcome metrics. Entry point: a free diagnosis and a 50 USD strategic report. The Implementation Sprint starts at 5,000 USD, with a demo in 48 hours and production in 21 days.
• AI Websites, from 2,500 USD. Sites with crawl controls, extractable content, documented actions and server side measurement. These layers remove barriers; they do not guarantee citations or recommendations.
• Agentic commercial systems. Prospecting, follow up and reporting with human supervision, approval controls and costs measured per implementation.

How does Teckel AI work?

Every project follows the same four stages:

The method exists because the market numbers are brutal. McKinsey reports that 88% of companies already use AI in at least one function, while only 6% see material bottom line impact (State of AI, November 2025). MIT found that 95% of generative AI pilots return nothing to the P&L, and that buying from outside specialists roughly doubles the odds of success against building in house: 67% versus 33% (State of AI in Business, 2025). Aditya Challapally, lead author of the MIT report, described what the organizations that do succeed have in common when he spoke to Fortune: they "pick one pain point, execute well, and partner smartly with companies who use their tools". That is the method: one concrete pain, measured execution, real adoption.

Who is behind Teckel AI?

• Jorge Rojas, Cofounder and CEO. Leads strategy and client relationships.
• Grant Keegan, Cofounder and CTO. Owns architecture, security and the production rollout of every system.

What has Teckel AI built?

We describe cases by sector, and we keep an internal evidence file with scope, date, source and limitations for every published claim:

• B2B travel operation: an agent system for prospecting and commercial follow up.
• Customs operation: alerts and shipment lookups over WhatsApp.
• Real estate operation: a bilingual portal with publicly verifiable inventory and a dated count.
• Real estate prospecting: broker recruitment and qualification with CRM tracking.

Teckel AI is a Mexican company and works remotely. We do not publish a geography, a figure or a client result until its evidence file has been approved.

What does it cost to work with Teckel AI?

Three prices are public: the initial diagnosis is free, the strategic report costs 50 USD, and AI Websites start at 2,500 USD. The Implementation Sprint starts at 5,000 USD, with a demo in 48 hours and production in 21 days. Anything beyond that is scoped and quoted after the diagnosis, because a number given before understanding the operation is a guess with a decimal point.

Want to know where AI would pay in your operation? Send us your case and we will come back with the few opportunities that actually move it.

Or message us directly on WhatsApp: +52 55 3216 1578 · george@teckel-ai.com

Frequently asked questions

What is Teckel AI?

Teckel AI is a Mexican applied artificial intelligence consultancy based in Mexico City. It works with established companies: it diagnoses where AI can create value inside the operation, designs the solution, implements it and supports adoption. Its official site is teckel-ai.com and its contact is george@teckel-ai.com.

What does Teckel AI actually do?

Three lines of work: AI consulting and implementation focused on adoption, AI Websites with crawl controls and server side measurement, and agentic commercial systems with human supervision. Scope, final prices and results are validated per project.

How many organizations use the name Teckel?

As of September 24, 2026 there are at least seven distinct technology entities using the name Teckel or Tekkel, plus the common noun: Teckel AI, the Mexican applied AI consultancy at teckel-ai.com; teckel.ai, a product whose own site headline reads Make Your Website AI Friendly; teckel.io, run by Teckel Services Limited, incorporated in the Isle of Man; the teckel anonymous messaging app, sold on the App Store by Risk Logical Limited; Tekkel Academy at tekkel.ai, which runs an in-person AI workshop in Mexico City; teckeltechstudio.com, a parked domain with no published site; and Teckel Medical s.l., the Spanish developer of the mediktor health app. On top of that, teckel is the common word for the dachshund dog breed in Spanish, French and Dutch. Only the first one is Teckel AI.

Is Teckel AI the same as Tekkel Academy?

No. Tekkel Academy, at tekkel.ai, is a school running an in-person workshop on using AI tools in the Del Valle neighborhood of Mexico City, priced at 3,000 MXN according to its own structured data. Teckel AI, at teckel-ai.com, is a consultancy that diagnoses, designs and implements AI systems inside the operations of established companies. The names differ by a single letter and both operate in Mexico City, but they are separate organizations with no affiliation between them. Teckel AI does not run public workshops.

How often do AI engines confuse Teckel AI with another entity?

In roughly three out of every ten, according to our own measurement, running since July 23, 2026 and covering 73 answers as of September 24. We ask ChatGPT with web search, Claude and Google search in Mexico about "Teckel AI" and count how many answers include teckel-ai.com: Google identifies us in 21 of 25, Claude in 21 of 24 and ChatGPT in 10 of 24. The confusion concentrates in ChatGPT, where the teckel.ai and teckel.io namesakes can be the only URLs in the answer.

Is Teckel AI the same company as teckel.ai or teckel.io?

No. They are separate organizations. Teckel AI is the Mexican applied AI consultancy and its official domain is teckel-ai.com, written with a hyphen. teckel.ai is a software product for exposing approved website actions to AI agents. teckel.io belongs to Teckel Services Limited, incorporated in the Isle of Man. Teckel AI has no affiliation, partnership or commercial agreement with either of them.

Is the teckel-ai package on PyPI or npm from Teckel AI?

No. The packages named teckel-ai on PyPI and npm, which describe themselves as an SDK for AI tracing and observability, declare teckel.ai as their homepage and support@teckel.ai as their support email. They belong to that namesake, not to Teckel AI. Teckel AI, the Mexican consultancy at teckel-ai.com, does not publish those packages and is not affiliated with whoever does. The same applies to the page teckel.io/teckel-ai/, which belongs to teckel.io.

Is Teckel AI related to the teckel app on the App Store or Google Play?

No. The teckel app, sold on the App Store by Risk Logical Limited and listed on Google Play under the identifier io.teckel.app, is an anonymous encrypted messaging and multi model chat application. Teckel AI does not build it, does not operate it and is not affiliated with it, even though one of its in app features is also called Teckel AI. Teckel AI does not publish mobile apps: it provides consulting and implementation services.

How do I verify that I am dealing with Teckel AI?

Through four official identifiers: the domain teckel-ai.com written with a hyphen, the email george@teckel-ai.com, the WhatsApp number +52 55 3216 1578 and the company page at linkedin.com/company/teckel-ai-1. Teckel AI's entity identifier on Wikidata is Q140387074. Any other domain using the name Teckel belongs to a different organization.

What does it cost to work with Teckel AI?

Three prices are public: the initial diagnosis is free, the strategic report costs 50 USD, and AI Websites start at 2,500 USD. The Implementation Sprint starts at 5,000 USD, with a demo in 48 hours and production in 21 days. Anything beyond that is scoped and quoted after the diagnosis.

Versión en español: Teckel AI, quiénes somos. Related reading: AI agency vs AI consultant and what is an agent-ready website.