Scale AI
Know which AI tenants make money before costs scale
Details
- External ID
- 1250078
- Source
- PH
- Company
- —
- Product
- Scale AI
- Website domain
- producthunt.com
- Launched
- Sept. 15, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.30815693820825313
- Tags
- Analytics, Developer Tools, Artificial Intelligence
- Fetched at
- Sept. 16, 2026, 1:16 a.m.
- Updated at
- Sept. 16, 2026, 1:16 a.m.
Description
Scale AI is a self-hosted control plane for multi-tenant AI SaaS. It meters provider COGS, enforces hard and soft budgets, routes approved models, recovers durable BullMQ jobs, manages versioned pgvector retrieval, and joins usage to revenue. The operator console makes contribution margin, payback, and COGS visible per tenant. The public demo uses synthetic data; the download includes editable source, Docker Compose, OpenAPI, Node and PHP SDKs, and a local mock provider.
Enrichment
- Theme
- AI agents for business operations
- Vertical
- Horizontal
- Function
- Analytics & BI
- Audience
- B2B
- AI stance
- Not AI
- Project type
- Commercial product
- Normalized one-liner
- multi-tenant margin and cost tracking for ai applications
- Manually corrected
- False
Could you build this?
Yes This is an administrative proxy and control plane for AI SaaS built on standard Node.js/TypeScript stack components (BullMQ, pgvector, Redis, and an operator dashboard UI).
Competitors
Other products that read as similar to this one — 82 launches clear the similarity bar, closest 8 shown.
Attention rank: #50 of 83 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 313 days after the earliest competitor.
- Oxlo.ai · ph · 2026-06-25 · 386 upvotes · similarity 0.44
- AI ROI & AI Governance Platform · ph · 2026-09-11 · 1 upvotes · similarity 0.39
- ScaleSense · ph · 2026-09-14 · 2 upvotes · similarity 0.38
- Pebbles Ai · ph · 2026-07-17 · 411 upvotes · similarity 0.37
- One API. Multiple AI Models · ph · 2026-09-21 · 1 upvotes · similarity 0.36
- MTI (Market Token Index) · ph · 2026-09-29 · 2 upvotes · similarity 0.36
- Running AI agents across environments needs a proper solution · hn · 2026-03-24 · 8 upvotes · similarity 0.36
- Cognis · ph · 2026-09-12 · 2 upvotes · similarity 0.35
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.