Understand work. Discover opportunities. Deliver measurable improvements.
Five pillars
One path from everyday friction to measured results
Each pillar builds on the one before it. Some are available today and one is still on the way, and we say which.
- Available now
Understand My Work
Describe your role, your tools and where your week goes. Real work, not a job title, and only you can see it.
- Available now
Discover My Challenges
A short guided capture turns a recurring annoyance into a clear challenge, with how often it happens and how long it takes.
- Available now
Discover AI Solutions
Every challenge gets an honest recommendation: simplify the process, automate without AI, use AI assistance, an AI agent, or not a fit right now.
- Available now
Opportunity Intelligence
When you choose to share, champions and AI Leads review, assess and triage it. Patterns across teams and similar opportunities come next.
- Coming next
Turn Opportunities Into Results
Approved opportunities are delivered and tracked, and measured savings are kept apart from estimates.
How it works
Three steps, about two minutes to start
No long forms and no jargon. You can stop after the first step and come back later.
Step 1: Describe your work
Add your role, then capture one recurring challenge in about two minutes. Only a title and a description are required.
Step 2: Get an honest next step
A transparent, rule-based recommendation: what to try first, why, and a non-AI alternative. Time estimates say they are estimates.
Step 3: Share when you choose
Preview exactly what reviewers will see, then share. Champions and AI Leads review it, and you see the status and every note.
Our promise
Built so that being honest is safe
People only describe their real work when they trust what happens to it. These are rules of the product, not marketing.
Private by default
Your challenges and your work profile are yours alone until you share a challenge. Admins and AI Leads cannot read private ones either.
No monitoring
Nothing about your work is tracked, recorded or screenshotted. You only share what you choose to describe.
No rankings
No individual scores, leaderboards or activity counts. Group insights, when they arrive, only show groups of five or more people.
AI is not the default answer
Plenty of problems need a simpler process or classic automation. Every AI suggestion comes with a non-AI alternative where one exists.
No fictional ROI
Time savings are estimates with their assumptions shown, never money. Only a measured result is called verified.
Who it is for
Everyone in the loop has a clear role
Each person has one role in a workspace. What you can see always follows from it.
Contributor
Describe your work, get recommendations, and share only what you decide to.
AI Champion
Review what people on your team share, ask for details and record an assessment.
AI Lead
Review across teams, decide which opportunities become pilots, and close the loop.
Workspace Admin
Invite people, set roles and teams, and read a log that never contains challenge text. No access to private challenges.
Ready when you are
AI Opportunity Hub is invite-only. If you have an invitation, open the link your workspace admin sent you, add your name and a password, and you are in. Already have an account? Sign in.
Have an invitation? Open your link. It brings you straight to creating your account.