Origin Technology

What happens when every employee has intelligence on demand?

Origin turns AI activity into a live map of the work happening every day. See how teams are using AI and help successful work spread across teams.

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The Gap

Licensed seats are not adoption.

Your AI rollout is only part of the picture.

Seats show who has access to the tool you bought. They do not show who is actually using it, or what employees use instead.

AI is changing some teams faster than others.

Some teams have built AI into their daily work, others have barely started.

Work is being duplicated.

People across the organization may be solving similar problems, without knowing that the work already exists somewhere else.

Good work disappears into the session.

The artifact and context behind a successful result often stay inside one conversation, leaving the next team to start again.

How It Works

Endpoint activity tells the real story.

The most complete view of AI usage lives where the work happens.

Run your first query→
Map

See the work behind AI adoption.

Organize AI activity by team, project, topic, and workflow. Understand whether AI is supporting product development, research, customer work, operations, sales, or something else entirely.

Clusters06/29 – 07/29/26
74 clusters · 4,227 sessions · 42 endpoints
ClusterSessionsEndpointsTraces
Agent code review requests3,6004251.4K
Release readiness checks2,4103838.2K
Documentation cleanup1,1803122.7K
Dashboard health reports9702419.4K
Entitlement reconciliation8201916.1K
Frontend visual QA6402212.9K
Schema migration review480149.6K
top 7 of 74 · sorted by most traces
Track

Find repeated work and emerging patterns.

Identify where teams are working on similar problems, where workflows are spreading, and where the team is doubling up effort.

Agent code review requests
Scanning a window of 120 prompts across 29 sessions · 252 distinct terms
TermsDescribeWorkflowsTemplatesFilesQueries
13 candidate workflowsread from 29 of 29 sessions · 3 unclustered

The same work, done more than once, drafted into a skill the next person can run.

Documentation Cleanup & Publicationside-effecting2 sessions
Remove outdated or unnecessary content from documentation and publish the updates.cleanup-and-publish-documentation
Review Bot Verdict & Cron Controlside-effecting1 session
Read a pull request's bot review digest and halt or continue the review job on its verdict.review-bot-verdict-cron-control
Concurrent Agent Branch Coordinationread-only1 session
Review a branch another agent is actively working on to decide what implementation work remains.concurrent-agent-branch-review
Test Coverage Gap Reportread-only3 sessions
Find the modules a change touched that no test exercises, and report them against the diff.test-coverage-gap-report
Watch

Understand how AI usage is changing.

Follow which workflows become part of daily work and where AI usage is gaining or losing ground.

Activity surfaceOverview activity
1D5D1M1Q
Prompt volumeToken volume
7/26 → 7/27
Total2,097,498,803
claude-opus-51,083,790,587
claude-opus-4-8563,126,166
gpt-4o169,687,474
gemini-2.5-pro125,875,335
claude-opus-4-793,590,375
claude-haiku-4-561,428,866
claude-opus-5claude-opus-4-8+4 more
Reuse

Help good AI practices spread.

Capture the artifact and context behind successful AI work so the next person can build on it.

artifact-design616 traces
CompositionWho uses this skill

Led by applying a review's recommended fixes (~35%), with 60 other sessions active.

Stands out: Lenas-MacBook-Pro over-indexes 8.2× on this skill against the org.

Sessions61 distinct · top 35%
Endpoints12 distinct · top 37%
Tools31 distinct · top 34%
Applying recommended fixes217
Concise recap requests123
Goal and task summaries73
Brief plain-sentence recaps50
Staging deploy verification35
Evidence capture steps30
Backend concept walkthroughs24
Omars-MacBook-Pro↑5.4×228
Lenas-MacBook-Pro↑8.2×155
driftwood↑3.5×135
Harbor-MBP↓0.6×39
ibarnes-work↓0.3×29
WREN-DESK↓0.2×10
Lorenzo-A↓0.2×6
Bash↓0.7×209
Edit↑1.5×83
Skill69
Read↓0.6×55
Artifact43
Write↑1.6×24
ToolSearch↑2.1×14
Who It’s For

Give every team the same source of truth.

For CIOs

Understand what work AI is supporting, not just which tools employees have been assigned.

For IT leaders

Maintain one inventory to support governance, spend analysis, adoption planning, and incident response.

For security leaders

Identify unapproved AI usage, new agent surfaces, and tools that may create risk.

For operations leaders

Understand where AI adoption is spreading and where teams may need support.

Start with visibility. Build from there.

Origin shows you the AI already at work across the organization, from the agents your team built to the ones they installed on their own.

Request a demo →