We sit inside your operation as your fractional AI-first CTO or as the team that ships the system you need. Cloud architecture, AI agents, cybersecurity. Linux and open source where it fits, your proprietary stack where it has to. AI in every phase, because pretending otherwise in 2026 is dishonest.
We were one of the first companies to bring Linux and open source software to corporate industry — integrating them with proprietary systems and existing ERPs to deliver high-performance platforms without throwing away what already works. Analysis, development, implementation, training, consulting, and custom development. Every project is built with the best combination for the problem at hand — Linux and open source as the preferred technical base, integrated with the proprietary technologies and platforms already in place at the client.
Corporate pioneers in bringing Linux and open source software to banking, government, healthcare, telecommunications, manufacturing, and education — when "open source" wasn't even in CIO vocabulary. We continue leading with AI applied to SDLC.
We deliver for corporates, governments, and industrial plants across different time zones, languages, and regulatory frameworks — analysis, development, implementation, support, and training with the same single point of contact, without geography limiting delivery.
Specialists in composing solutions where open source and proprietary technologies coexist. We integrate Linux and open source stacks with Oracle, SAP, IBM, Microsoft, and the platforms the client already runs — no forced replacements, no rip-and-replace.
For 28 years we have promoted the use of Linux and open source software in the technical community and corporate industry — training teams, presenting real use cases, and supporting gradual, tailored adoption strategies. Every engagement leaves a client with more technical capacity on the open source ecosystem.
The stacks we put into production and the security, governance, and delivery practices we follow are aligned with the frameworks below — we apply them when the sector demands them by regulation or when the client requires them by internal operating policy.
We don't use AI as an add-on. It's the central axis of our operation: proprietary stacks of autonomous agents that act as force multipliers in every project phase, from strategic planning to production code. We operate in two modes per use case: AI in the loop (humans drive, agents accelerate) and human in the loop (agents execute scoped tasks, humans validate and sign). We choose the mode based on risk, criticality, and required governance. A single technical leader with AI in the loop covers the scope of a traditional team of 3–5 people, with greater speed and lower operating cost.
AI-assisted strategic decision-making. Risk analysis, roadmap prioritization, and architecture evaluation with augmented reasoning.
Autonomous agents integrated into the development cycle: code generation, review, testing, documentation, and deployment. The human team supervises and validates.
Capacity to simultaneously assume roles (Cloud, SRE, SecOps, Architecture) at speeds far above traditional methods. One operator, multiple functions.
Every decision, every commit, every deployment audited. Executive reports generated by agents that your governance and compliance team can consume directly.
A proprietary framework that preserves context, objectives, and traceability when AI agents operate over codebases of hundreds of thousands to millions of lines. Prevents drift: the agent delivers what was asked, not what is easiest to generate.
A proprietary framework to coordinate entire engineering cells — humans and agents — under shared objectives, metrics, and feedback loops. Applies equally to small product teams and corporate IT engineering areas.
We work with open source models (Llama, Mistral, Qwen, DeepSeek, among others) that we train, distill, and specialize to the client's language, data, and regulations. You don't depend on a single closed AI vendor.
This is how we work. One or two senior engineers sit with your team, learn the operation from the inside, and put a working system in production on top of our own platform: Compass, Forge, or the AI stack you already use. Eight to twelve weeks for the engagement. After that, the relationship continues at the depth you choose — maintenance, support, evolution, or the next problem we tackle together. Many of our clients have stayed with us for over a decade because the next thing always shows up.
Every engagement closes with software running in your environment and your team trained to operate it. We bring the leverage of our frameworks; you bring the problem and the domain. The clock is on us during the engagement.
The 8 to 12-week sprint is how we land the first system. From there, most clients move into a continuing relationship sized to their reality: maintenance, support, evolution, or the next engagement when a new problem appears. We have been with several clients for over a decade for exactly this reason.
We embed, shadow your people, and map data flows and constraints before writing anything. The first deliverable is an architecture you can sign — ontology, contracts, evals.
WEEKS 1–3 · EMBEDDED DISCOVERY
Production code from week four. Integrated with the systems you already run. Continuous evals on the model layer. The thing exists in your environment, not in a sandbox.
WEEKS 4–9 · WEEKLY DELIVERY
Your team runs the system after week twelve. Documentation, runbooks, live training. From there you choose: a maintenance póliza, a support retainer, scheduled evolution sprints, or simply our number when something comes up. The door stays open.
WEEKS 10–12 · HANDOFF · ONGOING RELATIONSHIP
Each service adapts to the size, sector, and technological maturity of your organization. Contracted as a custom project, with scope, timeline, and deliverables documented before work begins.
Technical leadership at the cost of a senior engineer, not a C-suite hire. We run the roadmap, coordinate distributed teams, and bring AI into the decisions where it actually changes the outcome. Monthly check-in with your leadership; daily presence with the team.
We design and run cloud infrastructure that holds up under load. AWS, Azure, GCP, IBM Cloud — the choice usually comes from what your team already knows plus what the regulator says. CI/CD, Kubernetes, SRE practices, observability that someone can actually read at 3 AM.
We pick the AI stack by case, not by ideology. Frontier commercial models (Claude, GPT/Codex, Gemini) when you need raw capability. Open source (Llama, Mistral, Qwen, DeepSeek) when sovereignty, on-prem or cost decide. We build autonomous agents, stand up enterprise on-prem AI platforms (NVIDIA NemoClaw, OpenClaw, Nemotron), wire LLMs and RAG into real workflows, and run all of it through our own frameworks: Compass, Plexus, Forge.
An audit is coming. A regulator is asking questions. Or you just want to sleep. We do the work behind audits, pentesting, hardening and certifications (HIPAA, CNBV, SOC 2) so the answer is yes when it has to be yes.
Modernization that doesn't break what works. Cloud migration in measured pieces, process redesign that respects the people doing the work, technology adoption your team can absorb. Phased plans, verified rollback. The company keeps running while it changes.
Projects drift when no one is holding the line. We hold it. Autonomous agents in every SDLC phase, humans supervising and validating, deliveries that show up on the date we wrote down at the start.
Our technical foundation since 1998. Linux and open source designed, deployed, supported with enterprise SLA, talking to the proprietary systems you already run. The Linux side never started as a fashion; it started as the only thing that worked.
Some operations still live on metal because they have to. Twenty years running datacenters: enterprise networks, IP telephony, virtualization (VMware, Proxmox, KVM), perimeter security, storage. Twenty-four-seven environments where the difference between a good night and a bad one is the runbook.
HPC cluster design and operation for research, batch pipelines and scientific data at scale. We have done it with universities and public-sector groups where the deadline is a paper, not a quarter.
Humans on the call. Humans on the commit. Agents under the hood, working fast, never alone.
If any of these resonate, there's a short path to a solution. The first session is 30 minutes, free, with no commitment — you leave with three concrete recommendations you can apply with us or on your own.
Manual deploys, unpredictable downtime, and cloud spend growing faster than the business.
Your CFO is pushing to cut proprietary licensing and your team wants to standardize on enterprise Linux — RHEL, Ubuntu, Rocky — with enterprise support and a contractual SLA.
The board is pushing for AI adoption and you must prove human supervision, traceability, and compliance.
Integrations are missing, your ERP doesn't fit operations, or you need custom development — including open source ERPs like Odoo when it applies.
HIPAA, CNBV FAC4, CONAC, or SOC 2 are coming and documented controls or evidence are missing.
You need external technical direction that executes — not a PMO with slide decks or a consultancy with vanity dashboards.
Old ERPs or proprietary stacks limit the business and you can't pause operations to migrate.
Missing certifications, practices, or depth in cloud, Linux, AI, or security. We train on real cases and bring in senior specialists when the project grows.
Recognize yourself in any of these? Tell us in a 30-minute session. We adapt the scope, bring in the specialists from our network who apply, and build the path forward with you.
Book a consultationThe process is transparent and signed before we start. That means no invoice surprises, no vanity dashboards, and nothing we promise without an SLA behind it.
We understand your operation, pain points, and objectives. With AI assistance we analyze technology gaps and identify high-impact opportunities.
NO COST · 1 SESSION · AI-ASSISTED ANALYSIS
Action plan with scope, technologies, required team, timeline, and investment model. Built with AI-augmented reasoning to evaluate scenarios.
EXECUTIVE DOCUMENT · MODELED SCENARIOS
We lead implementation with the specialist network and AI agents integrated into the SDLC. Weekly reports, incremental deliveries, and direct communication.
SPRINTS · AI IN THE LOOP · CONTINUOUS DELIVERY
We accompany operations post-delivery with monitoring, evolution, and AI agents that automate recurring tasks. You decide the level of involvement.
FLEXIBLE RETAINER · AI AUTOMATION
We work in two modes: as technical advisors guiding your team's strategy, or as implementers delivering the solution directly. We don't operate with canned packages or standardized rates. Each proposal is designed for your scope, sector, size, and technological maturity — from startups and organizations in digital transformation to corporates running multi-year programs, with objectives, team, timeline, and investment model documented before work begins.
We combine our own products — some owned outright, others co-owned with strategic partners — with projects for external clients and partners. Several illustrate our capacity under regulatory pressure; we apply the same rigor in any industry. Each metric reflects production results. Further details, architecture, and references under NDA during evaluation.
Technical collaboration with Mintrace SAS in the regulatory sandbox of Colombia's mining traceability system. We contributed to defining technical guidelines and architecture for mineral traceability via unique origin codes. We implemented components of the mineral commerce solution and operate the cloud infrastructure behind the Trazoro product.
Proprietary authentication platform at CNBV FAC4 level for mobile cooperative branches. Implements Passkey, FIDO2-like, and FIPS 140-2-compliant HSM with INE-ready biometrics. ML-based fraud detection integrated into the operational flow. Created, developed, and operated by Linux Opensource.
SaaS platform for post-hospital continuity of care across the United States, Mexico, and Colombia. Built entirely with proprietary AI agent stacks, achieving an accelerated cycle under HIPAA/BAA directives. Created, developed, and operated by Linux Opensource together with a strategic partner.
Comprehensive government ERP for administrative, accounting, and audit management. Strict compliance with CONAC provisions for entities with public funds. Zero Trust architecture on AWS with SOC 2 and AI agents for automated reporting. Created, developed, and operated by Linux Opensource together with a strategic partner.
Document certification and verification system for contractor access to industrial plants. Hyperledger blockchain validation that guarantees authenticity and document validity in real time through auditable QRs. Created, developed, and operated by Linux Opensource together with a strategic partner.
Tell us what's keeping you up at night in infrastructure, security, or AI adoption. We leave the first meeting with three concrete recommendations — whether you apply them with us or not.
A selection of clients and strategic partners. We connect you with them as direct references during your evaluation process when requested.
We have integrated Linux Opensource as a technical partner on Hyperledger blockchain and data science projects for clients in banking and traceability. The combination of their Fractional CTO with our implementation teams lets us cover scopes that neither of us could take on alone.
We worked with Linux Opensource in the regulatory sandbox of Colombia's mining traceability system, defining technical guidelines for mineral traceability via unique origin codes. They implemented components of the mineral commerce solution and operate the cloud infrastructure behind our Trazoro product.
We work with Linux Opensource under support and maintenance retainers covering our on-prem VMware infrastructure, Zimbra institutional email, and databases. They also built the authentication systems for our online financial services.
Linux Opensource built our customer management, CRM, and ERP platforms to operate microcredit at scale. The integration with our existing financial processes was clean and post-delivery operations have been consistent.
Linux Opensource operates the development of our web and mobile applications, plus the AWS infrastructure behind our loyalty platform. Their technical continuity and delivery speed have been key to scaling the product.
From a single senior specialist solving one specific technical problem, to multiple coordinated teams for multi-year transformation programs. The network activates based on what your project needs, not the other way around. Professionals with track records in industry, banking, academia, and research — covering everything from cloud architecture and cybersecurity to product design and corporate systems. You speak with a single point of contact; we coordinate the team.
Architects and engineers experienced in AWS, Azure, GCP, and IBM Cloud. Kubernetes, OpenShift, LXC, Terraform, CloudFormation, and CI/CD under SRE practices for high availability.
Java/Spring, Python/Django/Flask, Node.js, PHP/Laravel, .NET/ASP.NET, Angular, React, Vue.js, WordPress, and enterprise CMS. Experience in financial systems, accounting, banking, ERPs, and SaaS platforms.
Deep learning with PyTorch and scikit-learn, data analytics with Elasticsearch and Kibana, BI with Power BI, predictive models, recommender systems, applied cryptography, and high-performance computing.
Mobile in Flutter, Swift, Xamarin, Java-Android, and Ionic. Blockchain engineers experienced in Hyperledger, smart contracts, and time stamping for traceability and certification.
Consultants certified in COBIT, ITIL v4, ISO 27001 (Lead Implementer), PCI DSS, NIST CSF, and SOC 2. PMI PMP/CAPM and Scrum PO/Master in digital transformation of regulated environments.
VMware, Citrix, Active Directory, DELL enterprise storage, and corporate networks. Specialists in electronics, industrial instrumentation, Atmel/STM microcontrollers, MQTT, and IoT for ports, plants, and heavy operations.
Product designers, graphic designers, illustrators, and 3D animators. Design systems, branding, digital interfaces, marketing, and corporate communications for any industry.
Implementation and integration of SAP, Oracle, Salesforce, Microsoft Dynamics, Odoo, Moodle, and Canvas. Suite migration with public-sector accounting (CONAC) and financial compliance.
Linux and open source as the preferred technical base — integrated with the client's proprietary platforms when they add value. Four technical domains we operate in daily. If a piece isn't here, we evaluate it with you before committing it to production.
No commitment. We'll analyze your current situation and tell you honestly if we can help. If it's not our wheelhouse, we say that too — and recommend someone who can.
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Proposals and quotes: any pricing ranges discussed are indicative. Every commercial relationship is formalized through an MSA, a signed proposal, and, where applicable, a specific BAA, NDA, or DPA.
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Linux®: registered trademark of Linus Torvalds. Its commercial use is authorized through the sublicensing program administered by The Linux Foundation. We refer to Linux only to describe the operating system distributions and technologies we operate in client projects.
Tux (penguin): copyright © 1996 Larry Ewing, distributed under a permissive license that allows use, modification, and commercial distribution provided that credit is attributed to Larry Ewing and The GIMP. The image is also available under the CC0 1.0 Universal Public Domain Dedication.
Third-party trademarks: AWS, Microsoft, Red Hat, Hyperledger, HashiCorp, IBM, NVIDIA (including NemoClaw, Nemotron, OpenClaw, and other product families), Oracle, SAP, SUSE, Ubuntu, Llama (Meta), Mistral, Qwen, DeepSeek, and any other marks referenced on this site are the property of their respective owners and are cited only descriptively to identify the stacks we operate or integrate. No affiliation, sponsorship, or endorsement by said owners is implied except where expressly stated.
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