WattAI
Free Decision Intelligence
Details
- External ID
- 1256765
- Source
- PH
- Company
- —
- Product
- WattAI
- Website domain
- producthunt.com
- Launched
- Sept. 21, 2026
- Cohort
- —
- Upvotes
- 7
- Upvotes percentile
- 0.9434199273038273
- Tags
- API, Developer Tools, Artificial Intelligence
- Fetched at
- Sept. 21, 2026, 5 p.m.
- Updated at
- Sept. 21, 2026, 5 p.m.
Description
WattAI is an on-device decision model. Send it text and a list of options, and get back the option that fits, plus a calibrated probability for each. No text generation, no JSON parsing, no data leaving your device. Open source, self-hostable, and available through a free API.
Enrichment
- Theme
- autonomous ai agents for business
- Vertical
- Horizontal
- Function
- Analytics & BI
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- free decision intelligence platform for teams
- Manually corrected
- False
Could you build this?
No WattAI is a custom distilled, quantized small language model (distilled from SmolLM2-360M) optimized specifically for zero-shot calibrated probability classification on edge devices.
What it would actually take: Building this requires a dedicated machine learning pipeline to perform knowledge distillation from larger LLMs into a 360M parameter architecture using specialized evaluation datasets (MNLI, BoolQ, CLINC150). The model needs specialized probability calibration techniques (minimizing Expected Calibration Error) and compilation down to runtime formats like GGUF/ONNX for cross-platform, on-device CPU/NPU execution.
Competitors
Other products that read as similar to this one — 24 launches clear the similarity bar, closest 8 shown.
Attention rank: #2 of 25 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 153 days after the earliest competitor.
- Thinai · github · 2026-09-26 · 14 upvotes · similarity 0.41
- TurfAI · ph · 2026-09-27 · 2 upvotes · similarity 0.41
- Foresight by Lightning Rod · ph · 2026-06-30 · 246 upvotes · similarity 0.38
- XAI · ph · 2026-09-18 · 1 upvotes · similarity 0.37
- Onai · ph · 2026-09-08 · 2 upvotes · similarity 0.37
- RIFFAI Satellite + AI Farm Intelligence · ph · 2026-09-15 · 1 upvotes · similarity 0.36
- GabbyAI · ph · 2026-09-25 · 1 upvotes · similarity 0.36
- RankAI · ph · 2026-04-21 · 584 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.