Data Foundation
Data engineering, architecture, pipelines, warehouse and lakehouse, semantic layers.
We connect systems, data and AI to eliminate manual work, improve decisions and create measurable operating value.
Organizations already have applications, data, processes, employees and technology investments. The challenge is connecting them into systems that actually improve how the business operates.
Opsvio works from the business outcome backward.
Build the foundation.
Data, applications, architecture, integrations, cloud and platforms — fixing what blocks everything downstream.
Redesign how work gets done.
AI, agents, workflows, finance operations, procurement, reporting and decision support.
Turn technology into performance.
Managed data and AI operations, reliability, governance, optimization and continuous value creation.
We modernize fragmented data environments into reliable foundations for analytics, automation and AI.
We redesign repetitive workflows with automation, agents and intelligent systems.
We integrate applications, APIs and business systems into cohesive operating workflows.
We move high-value AI use cases from experimentation into production.
We modernize applications, platforms and infrastructure without unnecessary rebuilds.
The engineering behind the proposition. These are means, not the product.
Data engineering, architecture, pipelines, warehouse and lakehouse, semantic layers.
AI agents, machine learning, workflow automation, decision systems.
Cloud, APIs, application modernization, DevOps.
CRM, ERP, finance systems and custom integrations.
Evaluation, observability, reliability and deployment.
Access, security architecture, agent governance, compliance.
Continuous improvement, support and optimization.
Every engagement runs the same six stages, and every stage ends with something you can evaluate — starting with whether the work is worth doing at all.
Start with the assessmentSystems, data, workflow and economics.
Rank opportunities by business value, difficulty and risk.
Fix only the foundational problems preventing implementation.
Put the workflow or AI system into production.
Track actual financial and operating results.
Roll successful patterns into additional workflows.
A fixed-scope assessment that looks at what you already run and returns a prioritized plan — including the opportunities we would tell you not to pursue.
Identify and implement AI, automation and data initiatives that accelerate revenue, improve margins and strengthen operational scalability across portfolio companies.
Opsvio is small and senior by design. You work directly with operators who have spent their careers building and running software platforms, data systems and engineering teams, from startups to global enterprises.
That means advice from people who have been accountable when the systems had to scale: what will work in your business as it is, what it will cost to run, and what is not worth doing.
“Start with the business as it actually is. End with a system that gets better every day.”
Tell us what is not working. We will tell you honestly whether AI is the answer — and what we would do instead if it is not.
Find your highest-value opportunityTell us where the business is losing time, money or capacity. We will come back with a straight answer on what is worth doing first.