Your AI agent is live. Who's watching it?
Production AI Ops is the monitoring layer most teams skip — until a cost spike, a compliance gap, or a silent failure finds it for them. One monthly retainer covers guardrails, infrastructure, and observability for every agent you've shipped.
Shipping an agent and running one are different jobs.
Most teams can demo an AI agent. Far fewer can tell you what it cost last month, whether it's still redacting personal data correctly, or why it failed for a specific customer at 2am. Fewer than 1 in 10 enterprises have scaled agentic AI to deliver real, measured value — and unclear ROI and weak risk controls are the two reasons cited most often for agentic projects getting shut down.
Production AI Ops exists to close that gap for teams who don't have a dedicated AI operations hire yet — and most companies under 500 people don't.
What's inside
Guardrails
Continuous PII detection and redaction across every agent, built on DPDP Shield. Aadhaar, PAN, UPI, and other Indian identifiers are caught and logged before they reach a model provider — not just at launch, but every month after.
Infrastructure
Your MCP gateway, access permissions, and rate limits, kept configured as you add agents and tools — so the security setup from day one doesn’t quietly drift by month six.
Observability
Full request tracing, automated quality evals, and a cost-per-conversation dashboard, so you know what’s working, what’s expensive, and what broke — before your customers tell you.
The gap this closes
of enterprises have scaled AI agents to deliver tangible value — most stall after the pilot.
of agentic AI projects are on track for cancellation by 2027, driven by unclear ROI and weak risk controls.
year-over-year growth in enterprise LLM spend — and most teams have no per-conversation cost visibility.
breach-log and audit-documentation duties for Significant Data Fiduciaries under the DPDP Rules 2025.
Three tiers, built for teams from first agent to full fleet
From lightweight monitoring on a single workflow, up to full guardrails and compliance reporting across multiple agents. Pricing and tier details go live with the waitlist launch — join now to get early access and founding-member pricing.
Frequently Asked Questions
No — though it's designed to plug in naturally after a DPDP-Ready AI Audit, Custom AI Agent Build, or MCP Gateway setup. If you're running agents built elsewhere, we can still onboard you; the initial setup scope is just larger.
The Audit is a fixed-scope, one-time project that gets you compliant. Production AI Ops is the ongoing layer that keeps you compliant, monitored, and cost-controlled every month after.
Q3 2026. Waitlist members get first access and founding-member pricing before public rates apply.
Be first in line when it opens.
Waitlist members get first access and founding-member pricing before public rates apply.