Enterprise AI agents that pass security review
Production agents engineered for enterprise reality — SSO, role-based access, audit logging, observability and cost governance — so they scale across teams and survive procurement.
What this means for your enterprise
Enterprise AI fails less on the model and more on everything around it: access control, auditability, data governance, cost predictability and the security review. A flashy demo that cannot pass procurement never reaches production.
We build agents that fit enterprise infrastructure — SSO and role-based access, audit logging, data-handling boundaries, and observability your platform team can monitor — alongside the eval suites and guardrails that keep behaviour reliable at scale.
Cost governance matters at enterprise volume, so we engineer model routing, caching and budgets to keep LLM spend predictable. The outcome is an agent your security, finance and platform teams can all sign off on — not just a proof of concept.
What we build
SSO & RBAC
Single sign-on and role-based access so the agent respects your existing identity and permissions.
Audit logging
Immutable logs of every action and decision for security and compliance review.
Data governance
Clear data-handling boundaries, retention controls and least-privilege access to sources.
Cost governance
Model routing, caching and per-team budgets to keep LLM spend predictable at scale.
Observability
Tracing, latency and failure dashboards your platform team can plug into existing tooling.
Eval & guardrails
Automated evals and approval gates so behaviour stays reliable across many teams and users.
Implementation details
| Capability Parameter | System Specification |
|---|---|
| Security | SOC2-conscious design, SSO, RBAC, audit logging, encryption in transit and at rest |
| Governance | Data-handling boundaries, retention controls, least-privilege source access |
| Cost control | Model routing, caching, prompt compression and per-team budgets |
| Integrations | Identity providers, data warehouses, internal APIs and enterprise SaaS |
| Engagement | Architecture + security scoping, then phased production rollout |
| Typical budget | ₹35L–₹50L+ / $35k–$60k+ depending on scope and compliance |