About Contextfy
We help companies turn AI initiatives into real operations.
Contextfy is a consultancy specialized in AI implementation and governance. We prioritize use cases, integrate data and systems and deploy agents and automations into the environments and systems your company already uses, with the controls and evidence needed to operate safely and with results.
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Data
organized and mapped
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Context
governed and traceable
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Pilots
with a clear start and finish
Why we exist
Many companies have already tried AI. The challenge now is to move past isolated experiments and reach initiatives that truly run in operation. In practice, projects stall for known reasons: scattered data, unclear sources, no rules of use, low traceability and difficulty measuring results. Contextfy exists to solve that: it takes the initiative from pilot to operation, with process, integration, controls and evidence.
Our thesis
Before putting agents into operation, a company needs to organize the base they will use to answer. That involves data, documents, rules, sources, context and governance. With that base well prepared, agents and automations are far more likely to produce useful, safe answers aligned with the business.
How this experience becomes a method
Our approach connects diagnostic, architecture and execution. We start by understanding where the company stands, which sources exist, which risks need addressing and which use cases make sense. From there, we design a practical journey: organize context, prioritize opportunities, build pilots and prepare the evolution toward a safer operation.
Who’s behind it
Founder-led by Fabio Xavier
Contextfy is led by Fabio Xavier, a professional with around 30 years of experience in technology, architecture, B2B products, data, integrations, automation and team leadership. His career combines building companies and products with work inside complex corporate environments. That mix lets him lead initiatives with executive vision and technical depth, connecting decision, architecture and execution from diagnosis to operation.
Conectar no LinkedInWhat guides our work
Business vision
Technology has to solve a real problem. Every initiative starts from the pain, the expected impact and the clarity of the outcome.
Technical depth
Agents and automations depend on well-organized data, reliable integrations and clear rules. The architecture sustains operation, not just a demo.
Practical execution
The journey doesn’t end in generic recommendations. Each stage produces clear deliverables and a viable path from diagnosis to operation.
Start with the diagnostic
Is your company ready for AI agents?
Start with a free diagnostic and understand which data, processes and risks you need to address before scaling AI in your business.