Discover
ideas
Describe one recurring task in about two minutes. Only a title and a description are required.
Invite-only. Private by default.
Find your next AI opportunity.
Describe the work that slows you down. Get an honest next step: a simpler process, classic automation, an AI assistant or an agent.
Five kinds of next step: Simplify the process, Automate without AI, AI assistance, AI agent, Not a fit right now.
What we do
Find work worth automating, business ideas worth testing, and tasks an AI agent can take on.
What could you do with AI?
Sometimes AI. Often something simpler. Every recommendation says which, and why.
Discover
Automate
work
Plenty of work needs a clear rule, not a model. Classic automation comes first when it fits.
Build
AI agents
When an agent fits, it works in steps and a person approves before anything leaves.
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.
Five pillars
From everyday friction to measured results.
Each pillar builds on the one before it. Four are available today, one is 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.
See what AI makes possible
Turn a meeting into a task list, route customer emails, or test a business idea.
AI opportunities
Pick a real task. See what could take it off your plate, with or without AI.
A few playbooks from the library your recommendations draw on. Signed-in members see the full library.
Showing 8 of 8 playbooks.
- Meeting notes to action itemsTurn rough meeting notes into decisions, owners and dates, and a short follow-up message, while marking everything the notes do not actually say.
- Triage agent that proposes routing for a person to approveAn agent reads each new request, proposes a category, an owner and a draft reply, and a person approves or corrects every proposal before anything is sent or assigned.
- Reusable email templates and inbox rulesWrite the replies you send again and again once, keep them in one place, and let inbox rules sort what arrives so you answer in batches instead of all day.
- Scheduled report refresh and deliveryBuild the recurring report once in your reporting or spreadsheet tool, schedule the refresh, and deliver it to the readers automatically with a clear data-as-of line.
- Weekly written update instead of a status meetingReplace a recurring status meeting with one short written update posted at a fixed time, and keep the meeting only for what is blocked or needs a decision.
- No-code workflow that routes approvalsLet a workflow tool collect the request, send it to the right approver by rule, remind and escalate, and record the outcome, so nobody chases approvals by hand.
- Extract fields from messy text into a tableAsk an assistant to pull the same fields out of emails, notes or documents into one table, quote the source for each value, and check the table against the originals.
- Research agent with a human approval stepAn agent plans a multi-step search across sources you allow, gathers findings with a link for every claim and drafts the answer. You approve the plan before it searches and the draft before anything is shared.
Don’t wait for the ice to melt.
Try your first AI workflow. Turn meeting notes into action items you can verify against the source.
Our promise
Built so that being honest is safe. 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.
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.
Opportunity by AI 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.
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