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octic.ai

For engineering leaders

See what your coding agents do. And what they cost.

Your engineers run Claude Code and Codex every day, and the token bill grows every month. When one engineer's tokens cost $3,000, you should be able to see what that bought: the sessions, the prompts, and the spend split into feature work, docs, and the rest. Octic shows you that, alongside the AI agents and MCP servers your teams deploy.

01 — The landscape

AI adoption is accelerating. Governance is not.

78%

of organizations use AI in at least one business function, up from 55% in 2023

McKinsey Global Survey, 2025

62%

of organizations are experimenting with AI agents

McKinsey, 2025

40%

of agentic AI projects will be canceled by 2027 due to inadequate risk controls

Gartner, 2025

02 — How Octic helps

Visibility and accountability without bureaucracy.

See what coding-agent spend buys

Agentic Coding Insights shows each engineer's Claude Code and Codex sessions, the prompts behind them, and spend broken into categories like feature work and docs. It works on every host with an Octic sensor, with no per-app setup, and flags sessions on personal, non-corporate accounts. More coding agents are coming.

See Agentic Coding Insights

Know what your teams are building

A continuous map of the AI agents, MCP servers, and API endpoints across your teams and environments, built from API, network, and kernel-level discovery rather than a spreadsheet. When a new one appears, you know about it.

How discovery works

Set guardrails, not roadblocks

Octic-managed policies give you a baseline out of the box, and custom policies let you define what is approved in your organization. Ownership is derived automatically, so every AI resource has someone accountable. Teams move fast because the boundaries are clear, not because they are absent.

How the policy engine works

See AI activity in your own apps

Coming soon

When the Octic SDK ships, you'll add it to your applications and the AI activity inside them will land on the same map as everything else, next to its owner and trust state.

How observability works

Industry outlook

82% of enterprises plan to integrate AI agents within the next three years.

Capgemini, 2025

See what's running, what it costs, and who owns it.

Sign up and install a sensor to see coding-agent sessions and spend, or book a demo for a walkthrough of the full control plane.