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The Easiest Wayto See AI Work

Get instant visibility into how your team uses AI, which tools they're adopting, and where it's driving results.

Vintage OBERHAHN computer terminal displaying an organizational intelligence view

From the Founder

Kyle Tautenhan

CEO & Co-Founder, Oberhahn

2:19
Everyone has access to the same models. The ones pulling ahead aren't using better AI. They've built better systems around it.

Visibility is table stakes. What compounds is turning that insight into an advantage that survives every new model release.

Omaha, NE  ·  Founded 2026

The Five Layers of Organizational Intelligence

Build the organizational intelligence your best people create.

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01 / 05
Active workflows
0
Reused across teams
0
Active teams
0
AI activity by team · last 10 weekslessmore
Engineering
Platform
Support
Growth
Data
Most reused this week: PR review assistant · 6 teams · Support triage · 4 · Data enrich · 3
Overview
What are we learning?

See how your people and teams are learning.

See every AI workflow running across your teams, who built the ones being reused, and where momentum is climbing week over week.

02 / 05
payment-dispute-triage shared workflow
reusable
Engineeringcreated by alicewk 1
Platformadopted by 3wk 2
Supportadopted by 5wk 3
Growthadopted by 2wk 4
Now used by 11 people across 4 teams, all traced to one origin.
Teams adopted
0
Origin
Engineering · alice
Model
Claude Sonnet
Intelligence Ledger
Where did that knowledge come from?

Every breakthrough has a source.

Each workflow traces back to the person, team, and model that created it, and forward to every team that adopted it.

03 / 05
pr-review-assistant workflow
Claude Sonnet
Adopted by
0 teams
Runs / mo
0
Cost / session
$0.42
Cost per session · last 3 months
Mar$0.71
Apr$0.54
May$0.42
Workflow Detail
Why did this work?

Turn one person's win into how everyone works.

See how a workflow evolved, the results it reached, and how far it spread, so a win from one engineer becomes a capability every team relies on.

04 / 05
Opportunities this week
live
#1high impact
A workflow runs at 40% lower cost per sessionthan Backend's. Roll it out to Backend?
scope · Backend · 9 engineersDeploy →
#2efficiency
Four Engineering agents fill 85% of their context window but use a fraction of it. Trim to cut cost?
▲ 2.4M tokens/wk reclaimedRight-size →
#3ready
The support-triage prompt is adopted by 4 teams and ready to make standard.
▼ lowest cost / session in classStandardize →
Opportunities
What should we do next?

Know where to improve next.

A feed of the highest-impact moves, ranked, so you scale what's working instead of guessing where to invest.

05 / 05
Knowledge flow alerts
monitoring
payment-dispute-triage adopted by its 6th team2m ago
pr-review-assistant is now the Engineering standard1h ago
contract-review shared outside its approved teams3h ago
Rule · alert when a workflow spreads beyond its approved scope
Guardrails
How do we keep improving safely?

Guide how intelligence spreads.

Alerts and rules built around knowledge, not just cost, so good patterns propagate and sensitive ones stay inside approved teams.

Connects with the existing stack

LinearLinear
JiraJira
GitHubGitHub
OpenAIOpenAI
AnthropicAnthropic
GitHub CopilotGitHub Copilot
CursorCursor
DevinDevin
SalesforceSalesforce
Google GeminiGoogle Gemini
LangChainLangChain
DatadogDatadog
NotionNotion
SlackSlack
LinearLinear
JiraJira
GitHubGitHub
OpenAIOpenAI
AnthropicAnthropic
GitHub CopilotGitHub Copilot
CursorCursor
DevinDevin
SalesforceSalesforce
Google GeminiGoogle Gemini
LangChainLangChain
DatadogDatadog
NotionNotion
SlackSlack
How It Works

Turn a single win into how the whole company works.

What one team figures out today becomes how the whole company works tomorrow.

1
01

Connect the Stack

APIs, agents, and orchestration layers are all generating activity, most without a human in the loop. Oberhahn connects to the entire stack and starts attributing every workflow from day one.

2
02

Find What's Working

Which workflows produce results, and who found something worth copying? Oberhahn surfaces the patterns worth spreading, so a win in one place lifts everyone.

3
03

Turn AI Into a Competitive Edge

The companies winning with AI know exactly which workflows produce results, and they spread them fast. That advantage compounds every quarter.

Capabilities

See, understand, and direct AI.

The intelligence layer the modern stack has been missing.

What Drove Results

Tie every model call to a workflow, team, and outcome, so you can tell which AI activity drives results and which is just activity.

What's Coming Next

Track which workflows are gaining momentum across the org, and see what's scaling before everyone else does.

What's Working Best

See the workflows delivering the best results across teams, so you know exactly what's worth scaling.

Where It's Running

Teams move across Claude, Cursor, OpenAI, GitHub Copilot, and internal agents in one workflow. Oberhahn sees the whole thing; each vendor sees only its slice.

From the Blog

The Oberhahn Context

What separates organizations getting real value from AI from the ones just spending on it. What works, what compounds, and how the best teams set the standard. Grounded in the shifts that came before, focused on the one happening now.

Read the Blog →oberhahn.com/blog
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