AI/ML Automation with CrewAI: From Demos to Durable Workflows
A practical blueprint for turning AI into repeatable automation: task decomposition, tool contracts, evaluation, and operations.
Read moreAbout - Smarter systems, powered by AI
Production-first agent systems—built with people you can trust.
We help teams move from AI experiments to real, operating systems: agents with clear goals, bounded scope, and accountability.
Our work spans strategy, architecture, and hands-on delivery—designing multi-agent workflows, integrating into existing systems, and shipping with observability and evaluation.
We optimize for outcomes, not slideware: faster decisions, less manual work, and systems that hold up under real-world constraints.
- Prototype to first value
- Weeks
- Integrations and permissions
- Scoped
- Traces and audit trails
- Observable
- Evals and review loops
- Repeatable
Built on trust - People you can rely on in production
We operate like owners: we ship, measure outcomes, and stay accountable when systems meet the real world.
- Ownership. We take responsibility end-to-end: discovery, delivery, integrations, and operational readiness.
- Pragmatism. We prioritize high-leverage work that reduces risk and ships value quickly.
- Security-by-design. Least-privilege actions, data boundaries, and auditability are default—not optional.
- Measurable quality. Traces, evals, and review loops turn “it works” into “it’s reliable.”
- Clear communication. You’ll always know what’s shipped, what’s next, and what’s blocked.
- Long-term thinking. We build systems that can be operated, maintained, and improved—not just launched.
Latest insights
Notes on building reliable agent systems: architecture, evaluation, observability, and production delivery.
Agentic Software Development Is the New Electricity
Why the unit of software work is shifting from code to workflows—and what that means for teams, tooling, and governance.
Read moreContact Sozeno | Start Your AI Automation Project Today
Let's Build Something Better Together
Partner with experts in AI agent systems to scale smarter and operate more efficiently.
Whether you're launching a new initiative or scaling an existing workflow, we're ready to support your journey.
Our office
- Bangalore
9th floor, BLOCK D3, Manyata Tech Park Rd, Manayata Tech Park, Thanisandra, Bengaluru, Karnataka 560045