Factory.ai

Analytics for AI engineering

Infra Companies sell tokens. We help you buy fewer.

Factory is the only platform incentivized to reduce your spend, not grow it. Break down consumption by model to find inefficiencies, by engineer to spot outliers. Same outcomes, fewer tokens — they won't love it, but we're on your team.

Factory Standard Credits
Monitor FSC consumption over time, grouped by model or user.
Group By
User
Model
FSC BY MODEL
400K300K200K100K
Feb 9
Feb 10
Feb 11
Feb 12
Feb 13
Feb 14
Feb 15
Feb 17
Feb 18
Feb 19
Feb 20
Feb 21
Feb 22
Feb 24
Feb 26
Feb 27
Feb 28
Mar 1
Mar 2
Mar 3
Mar 4
Mar 5
Mar 6
Mar 7
Mar 8
Mar 9
Mar 10
Mar 11
Other
claude-sonnet-4-6
gpt-5.5-pro
gpt-5-codex
gpt-5.5
claude-opus-4-6
claude-opus-4-7-fast
claude-opus-4-7
Total FSC
0.0K
Autonomy Ratio
0.0x
Tool Calls
0.0K
File Ops
0.0K

Agent effectiveness across your org

See which teams and engineers are shipping the most with Droids, where adoption is accelerating, and where enablement can close the gap. Turn your power users into the playbook for everyone else.

Users
Adoption and consumption per developer and per team.
Team
Role
Active Users
0
New This Period
0
Avg Sessions / User
0
Avg FSC / User
0.0K
UserShare of orgFSC
a.chen@factory.ai
22%
64K
m.patel@factory.ai
16%
47K
j.kim@factory.ai
13%
38K
s.rivera@factory.ai
11%
32K
l.nguyen@factory.ai
10%
29K
t.morris@factory.ai
9%
26K
d.foster@factory.ai
8%
23K

Daily, weekly, and monthly active engineers

Sessions, messages, and active users over time — broken down by team and repo so you can tie agent activity back to real work.

Activity
Track daily, weekly, and monthly active users, plus sessions and messages over time.
Avg DAU
0
Avg WAU
0
Avg MAU
0
Total Sessions
0.0K
Total Messages
0.0M
ACTIVE USERS
Daily Active Users
SESSIONS & MESSAGES
Sessions
Messages
ACTIVE USERS BY CLIENT
ClientAvg Daily Users
terminal-ui34
non-interactive-cli15
web14

File changes, commits, and shipped PRs

Connect agent usage to the work you actually merged: file changes, commits, and PRs delivered with a Droid in the loop.

Productivity
Measure code output: files created and edited, git commits, pull requests, and language breakdown.
Files Created
0.0K
Files Edited
0.0K
Git Commits
0.0K
Pull Requests
0
LANGUAGES
%
TypeScript
Markdown
JSON
Python
.diff
YAML
Java
Other
FILE OPERATIONS
Files Created
Files Edited
GIT ACTIVITY
Git Commits
Pull Requests
FILES BY LANGUAGE
LanguageFile Changes
TypeScript92.5K
Markdown56.4K
JSON24.1K
Python12.7K

One platform. Every workflow.

Consistent memory, no switching

Droids keep their knowledge across tools and platforms. They can follow you through your workflow without losing context.

Droids where you need them

Terminal and IDE to collaborate. Browser, Slack, Jira to delegate. CLI to automate.

Start small, scale fast

Begin within the IDE, and expand into your full workflow, from design docs to review automation.

Factory is the future of software engineering—where AI handles the heavy lifting, and humans guide the vision, gaining extraordinary leverage with every line of code.

Justin Ammerlaan

Justin Ammerlaan

CTO, Tilt

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