An AI agency directory should help you compare partners. Most are paid listings, category cards, and a “top 10” where the author puts themselves first. This page is the map: the six categories you searched, how to choose, and the gap no directory covers (Mexico–U.S. freight).
- a map, not paid cards
- 6 categories
- a side-by-side test, not a ranking
- 2–3 briefs
- MX leaders plan agents (Microsoft 2025)
- 89%
Cluster: what is an AI agency · AI worker · what is RPA.
What an AI-agency “directory” is
Anyone searching “AI agency directory” or “compare agencies in Spain and Latam” wants to filter by need, read cards, and ask for two or three proposals. That is a marketplace. We do not run one: there are no 33 verified agencies, no 70 cities, and no euro prices on this page.
The 6 categories (with a freight example)
Directories that rank today use these six cards. Useful as a taxonomy. Useless if you do not translate them to the trip.
Automation
What it is: Rules, RPA, Make/Zapier flows.
When yes: Stable screen, high volume.
When not (freight): 20 carrier portals. See RPA.
Autonomous agents
What it is: Goal + tools + memory.
When yes: Close a trip or hold a payment.
When not (freight): If you only want a chat. See AI worker.
Voice agents
What it is: Calls: appointment, confirm, chase.
When yes: Yard appointment or load confirm with an ID.
When not (freight): A generic “any small business” call center.
Integrations
What it is: CRM, ERP, WhatsApp connectors.
When yes: When there is an API and a data owner.
When not (freight): A connector does not audit Carta Porte.
AI consulting
What it is: Diagnostic, roadmap, hours.
When yes: Align the board and the process before you buy.
When not (freight): A slide does not chase the POD.
Chatbots and LLMs
What it is: A channel that answers or drafts.
When yes: Internal FAQ, first filter.
When not (freight): Does not write to the TMS or open an exception ticket.
Agency vs lab vs platform vs workers
The directory mixes jobs. Split them before you send the RFP.
| Job | What it leaves you | Proof |
|---|---|---|
| Project agency | A chatbot or a sprint | A deliverable and hours. Then they leave. |
| Lab / research | A paper or a lab pilot | It does not run your tower. |
| Platform / suite | Licenses and a studio | Who closes the trip on Monday? |
| Workers in your TMS | Execution + ticket + file | 6–8 week pilot. Hours and pesos. |
Mexico 2026: what has a source
There is demand. You do not have to invent market size or a failure rate.
Microsoft’s 2025 Work Trend Index (Source LATAM) reports that 89% of business leaders in Mexico planned to bring digital agents onto the team that year, and that 51% prioritize expanding capacity with digital labor in 12–18 months. That is buying intent, not a closed freight file.
We do not repeat “32 billion pesos” or “87% of AI initiatives fail”: we did not find a public 2025–2026 source that holds them. We also do not recycle lists where a firm names itself number one and cites client logos we did not audit.
Mexico’s logistics cost is about 13–14% of GDP (CPI via T21, May 2026). That is where a partner who never touches the trip does not move the needle.
Latam, Spain, and the corridor (not 70 cities)
Same language. Different system of record. You do not need a Madrid, Barcelona, and every-capital doorway.
- Mexico–U.S.: Carta Porte, CFDI, crossing, WhatsApp with a trip ID, Finance that pays or holds.
- Latam: stacks differ by country; do not copy a Google-reviews playbook as if it were a tower.
- Spain: GDPR, Make/Zapier, and capture agencies. Useful for marketing. It does not cover a dock in Nuevo Laredo.
- U.S. Spanish: the same corridor shipper; the partner must speak yard and POD, not only LinkedIn.
How to compare partners (one brief)
Directories propose: filter, compare cards, ask for 2–3 proposals, ask for advice. For a 3PL or shipper COO the order is different: one brief, the same tests.
Side-by-side test
One brief, three tests
One brief
One corridor, one KPI
TMS?
Writes to the ID
Ticket?
Human owner
Pilot
6–8 weeks
Elige un paso para ver el detalle
Detalle del paso · 01
Does it touch the trip?
Smoke signals
If you see this and nothing else, it is not a directory: it is an ad.
- A “top 10 AI firms in Mexico” where the author is number one.
- Cards with euro prices and “free forever” and no auditable tower case.
- “33 verified” / “70 cities” without saying who verifies or what they operate.
- Novartis, FEMSA, or Disney logos as if they were your trip file.
- Market or failure figures with no link to a public report.
The case the directory does not cover
A Mexico–U.S. operator does not need a chatbot shop in Madrid. They need workers that cover, book the dock, chase POD, audit the invoice, and open a ticket when it breaks.
OCL Cargo is not the marketplace. It is an autonomous TMS with AI workers in three lanes: Sales, Scheduling and Tracking, Documentation and compliance. Cycle: Booking, Planning, Build, Execution, POD, and Finance. Published case: 2,250 invoices, MXN $3.6M, 5.7%.
If you searched “best AI agencies Mexico,” the next step is not another list. It is a diagnostic on one corridor.
Related reading
Key takeaways5 points
- A useful directory is a decision map. It is not a paid listing with 800-euro monthly cards or a top 10 where the author is first.
- The six SERP categories (automation, agents, voice, integrations, consulting, chatbots) are chosen by the work, not by the tile.
- Mexico 2026: Microsoft reports 89% of leaders planned to bring in digital agents; 51% prioritize capacity with digital labor in 12–18 months. Intent is not a closed trip file.
- Compare 2–3 partners with the same brief: do they write to the TMS? Open a ticket? Run a 6–8 week pilot? Touch Carta Porte and Finance?
- OCL does not run this directory. If the pain is a Mexico–U.S. trip, the product is AI workers, not a Madrid chatbot shop.
Does the directory not tell you who closes the trip?
Frequently asked questions
No. It is a map for comparing partners (categories, markets, one brief). We do not list agencies with prices or “33 verified.” We do not run a marketplace. Job definition: what is an AI agency.
We do not publish one. A top 10 where the author is number one is not a directory: it is an ad. Compare 2–3 partners with the same brief and ask for a trip file, not logos.
By the missing work. Chatbot = one channel. Consulting = a project. Integration = a connector. Autonomous agent / worker = a goal with a ticket. The category table is in this article.
Same language, different stack. Mexico–U.S. needs Carta Porte, a crossing, and WhatsApp with a trip ID. Spain often mixes GDPR and marketing automation. Do not open 70 city pages.
No. OCL is not a generic agency and not a directory. It puts AI workers on the freight cycle. CTA: diagnostic, not “browse the directory.”
Microsoft (2025 Work Trend Index): 89% of leaders in Mexico planned to bring in digital agents that year; 51% prioritize expanding capacity with digital labor in 12–18 months. We do not repeat “32 billion pesos” or “87% of AI initiatives fail” without a public source.