78%
of organizations use AI in at least one business function, up from 55% in 2023
McKinsey Global Survey, 2025
For engineering leaders
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
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
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 InsightsA 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 worksOctic-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 worksWhen 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 worksIndustry outlook
82% of enterprises plan to integrate AI agents within the next three years.
Capgemini, 2025
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.