Engagement - Work with a team that ships

Choose a model that matches your pace: sprint to de-risk, sprint to build, or embed for sustained delivery.

Typical discovery sprint
2–6 weeks
Prototype to first value
2–8 weeks
Traces and audit trails
Observable
Guardrailed actions and approvals
Safer

Engagement - A delivery model that fits your team

Choose a sprint or embed us into your team. Either way, you get production-grade engineering with agent-first architecture.

  • Own the outcome, end-to-end. We handle discovery through delivery, including integrations and rollout planning.
  • Move fast without breaking trust. Guardrails, least-privilege actions, and auditability are built into every system.
  • Make quality measurable. Traces and evals turn failures into test cases and better outcomes over time.

Ways we work - Flexible engagement models

Pick a model based on where you are: strategy, build, or scale.

Discovery sprint

Define outcomes, map systems and data, and produce a reference architecture with a delivery plan.

Build sprint

Ship a working agent loop on real workflows, then harden with guardrails, evals, and observability.

Embedded delivery

Join your team to accelerate delivery: agent workflows, integrations, and production readiness.

Reliability support

Operational support for agent systems: monitoring, incident triage, and safe-action playbooks.

Built with people you can trust

Owner mindset, production standards

We don’t ship demos. We ship systems that can be operated: scoped integrations, audit trails, measurable quality, and clear handoffs to your team.

Know What Our Customers Say - Client Success Stories

Don't just take our word for it. See what our clients have to say about working with us.

Strong ownership end-to-end. They handled discovery, integrations, and operational readiness like true system owners.

Senior Engineering Manager

Enterprise platform team

We stopped babysitting dashboards. The agent workflow delivered clear recommendations and clean handoffs.

Head of Operations

Mid-size operations team

Fast iteration without chaos. The quality loop made the system better every week.

Product Lead

AI-native product team

Contact 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