HomeDiagnosticFind your case
Find your case
Tell us where you are. We'll show you what teams like yours usually face, and what we'd test first.
Fill in the blanks in your own words. We'll open the case closest to yours: the ways out teams usually try, the catch with each, and what you can do this week without us.
Every case
Or pick one yourself.
AI 6
- Our AI assistant gives wrong or expensive answers.Confident wrong answers, a model bill nobody can explain, and no way to tell if a change helped.
- Every release breaks something on our website.Customers find the bugs first, and scripted tests break whenever the interface changes.
- Our team's knowledge lives in people's heads.The same questions get asked again, and the answers sit in threads nobody can find.
- Our AI agent builds go wrong because nobody wrote a real spec.A one-line idea becomes an agent, and the gaps only show up once real users arrive.
- We can't decide between fine-tuning and RAG.Two expensive paths, conflicting advice, and no test to settle it.
- Our AI agents work in demos and fail in production.Agents loop, call the wrong tools and fail silently, and nobody can see why.
Enterprise 7
- Our cloud bill grows faster than our usage.The bill climbs every month, nodes sit half empty, and commitments cover the wrong things.
- Our dashboards time out as our data grows.Dashboards that loaded in seconds now time out, rollups run late, and the warehouse bill rises with every new user.
- Nobody has time to review our sales calls.Every call is recorded, almost none are heard, and coaching runs on gut feel.
- Every deploy waits on one DevOps person.Hand-written manifests, a fragile pipeline, and one person everyone waits for.
- Running ClickHouse in production keeps hurting.Schema changes can't be rolled back, and when the cluster slows down nobody can see why.
- Our Kafka consumers keep falling behind.Lag climbs at peak, rebalances stall everything, and nobody trusts the numbers downstream.
- Our GPUs sit idle while the bill keeps running.Expensive GPUs wait on data, on schedules or on nobody, and the bill doesn't care.
GTM 4
- We send outbound, but it books no meetings.Plenty of sends, few replies, mostly out-of-office messages, and nobody knows which part is broken.
- We can't get complete data from listing sites.Scrapers stop early behind Load more buttons and endless scroll, and nobody notices the gaps.
- Clients go quiet, and nobody notices until it's late.Conversations are spread across channels, so nobody sees a client drifting away.
- Our content brings visitors, but not buyers.Traffic comes from people who will never buy, and the articles buyers need don't exist.
Production 3
- Buyers don't understand what our technical product does.Prospects only get it after a live demo, and every sales call starts with the same questions.
- Our founder has no time to post.Posting comes in bursts, ideas run dry, and every post takes an evening.
- We have a launch coming and nothing to show for it.The date is fixed, and the film, the pages and the outreach are all still ideas.