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Bala Sista leads technology and architecture at CODVO.AI, building applied AI for critical operations.
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Bala Sista leads technology and architecture at CODVO.AI, building applied AI for critical operations.
Bala Sista is Head of Technology and Architecture at CODVO.AI, which builds applied AI for industrial and enterprise teams in energy, manufacturing, healthcare and data centers. Bala's work covers agentic systems, geospatial intelligence, meeting assistants and the infrastructure underneath them.
Bala Sista is Head of Technology and Architecture at CODVO.AI, where the team builds applied AI for critical operations. Bala's work runs from the first prototype to the system that carries real load: agents, maps, meetings, machines, and the platform they all sit on. Most of it is for industrial and enterprise teams in energy, manufacturing, healthcare and data centers, where a wrong answer costs real money. Bala writes about the working rules behind that: how to verify AI systems, how to build demo data an expert will believe, and how to let agents move fast without letting them near production unsupervised.

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Why passing checks and working features are different things, with four real failures from one day.
Deriving synthetic data from real geometry and real magnitudes, and why a system agreeing with its own database proves nothing.
Where agents should move without asking, the one place they should not, and how to write that gate.
Agents that build, agents that review, caps on every loop, and where a person comes in.
Write to contact@balasista.com. Name, title and company should appear as: Bala Sista, Head of Technology and Architecture, CODVO.AI.