Essay
AI State 2026
Notes to catch up on the foundational layer
Alan ArguelloDecember 31, 2025
Notes on how I caught up with the foundational layer of AI and the industry's main bottlenecks.
We implement artificialintelligence for your company.
We help executive teams across SMEs, corporates, and governments improve efficiency, revenue, and operations with solutions that integrate into real workflows.
- We bring order and clarity on what is worth implementing and what is not
- We prioritize what moves the P&L and cut what does not
- We drive adoption so it becomes part of day-to-day work
We implement in Latin Americawhat already runs in Silicon Valley in production.
In recent months, as we spoke with executives and corporate leaders across the region, we saw the same pattern: real interest in AI, but little clarity on how to turn it into results.
Many efforts fail not because of the technology, but because of poor prioritization, lack of integration, and zero adoption.
That's why we exist: we implement what truly moves operations.
We start with the highest-impact case, integrate it into your current tools, and stay with you until the team uses it day to day, with clear metrics.
From Silicon Valley to Latin America.
We connect technology leaders.
Our services.
Our priority: measurable impact, production deployment, and team adoption.
Core services
What we always deliver to ensure real implementation and adoption.
3 FLOWS ACTIVE
01
Applied implementation
Tailored to your stack
Process automation and internal assistants integrated with your existing tools.
Adoption Rate
Prompting
92%
Tools
78%
Workflows
85%
Analysis
71%
Sessions
24
Hours
48
Teams
6
81.5% COMPLETE
02
Executive adoption
Applied training
Sessions and workshops for leaders on what is real, what to prioritize, and how to decide.
PHASE 3 OF 5
03
Adoption strategy
Operational efficiency
Diagnosis, impact-based prioritization, and guidelines for sustainable adoption.
Complementary
Activations and additional support when the project requires it.
9 ROLES
14 LINKS
04
Technical talent
Agile execution
High-potential talent in LatAm and project-based teams without bloating structure.
Attendance
JANDEC
Events
12/yr
Avg
156pax
NPS
72
NEXT: MAR 15
05
Business events
Strategic activations
Events with real ROI, curated agendas, and ecosystem connections.
5 HUBS
LATAM + US + EU
06
Immersions
Silicon Valley
Curated agenda for executives with strategic connections and applied learning.
Real cases in operation.
Implementation with visible results and team adoption.
LIVE
ANDE
Education union, Costa Rica
Context
Annual congress needing an innovative and participatory experience.
What we did
We built a live interactive digital avatar of Emma Gamboa for direct interaction during the event.
Result
Over 150 attendees interacted with the avatar, creating a memorable congress experience.
Visit site
10 nodes
16 edges
Cerebro Labs
EdTech, Mexico and Spain
Context
Strengthen commercial execution and prospecting with clearer processes.
What we did
We supported pipeline structure, prospecting, and partnerships to sustain commercial operations.
Result
More consistent commercial operations with visible follow-up for the team.
Visit site
SECURED
CloudSeguro
Cybersecurity, Colombia
Context
Strengthen operations, sales, and positioning for sustainable growth.
What we did
Support to improve prospecting, internal operations, and strategic partnerships.
Result
Clearer commercial and operational structure to grow with control.
Visit site
Engagement
Reach
2.4M
+12%
CTR
4.8%
+0.6%
Conv.
1.2K
+23%
Blind Creator
Influencer agency software, Mexico
Context
Need to add technical talent to execute automations with strong ROI.
What we did
We connected a Data Analyst in Peru and a Product Designer in Argentina ready to onboard.
Result
Talent onboarded in under 10 business days, with high motivation and strong ROI.
Visit site
Bunny Inc
Data for labs, United States
Context
Explore feasibility and strategy to enter a high-demand data market.
What we did
Market research and relationship building in San Francisco with relevant stakeholders.
Result
Actionable learnings to define operational focus and next steps.
Visit site
24
8
92
Universidad Continental
Higher education, Peru
Context
Innovation and technical training event with students.
What we did
We participated as speakers and judges, and designed dynamics to activate projects.
Result
A clearer experience and a pipeline of initiatives with an applied focus.
Visit site
Core team and specialist network.
We are a compact team. Depending on the project, we add technical and integration profiles under a project-based collaboration model, with clear owners and defined deliverables.
Co-founded Torrenegra Organization with Shark Tank investor Alex Torrenegra, supporting more than 100 companies in execution, operations, and expansion.
Part of the Makers Fellowship team with Andres Bilbao, Rappi cofounder, supporting companies in hiring talent.
Backed by Platanus Ventures. Member of Latitud, On Deck, and AI Circle.
Previous experience
Accountant specialized in operations and finance.
Served as Administration Manager at IGNIA Partners, leading investor reports, capital calls, and fund financial support.
Has led operational control and financial governance processes for growing companies, focused on clarity, compliance, and continuity.
Previous experience
Media and communities.
Public conversations and collaborations with media and communities relevant to the region.
