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# madewithlaya.com

> Independent directory of 115 real builds made with Laya, ConvAI Innovations' open-source decision engine. Every entry carries author-reported cost and latency receipts. Not affiliated with ConvAI Innovations; the official repo is https://github.com/NandhaKishorM/laya.

## Learn

- [Start here](https://www.madewithlaya.com/guides/start-here): orientation and reading paths
- [What is Laya](https://www.madewithlaya.com/guides/what-is-laya): the decision engine, explained

## Categories

- [Support & triage](https://www.madewithlaya.com/categories/support-and-triage): 6 builds
- [Security & fraud](https://www.madewithlaya.com/categories/security-and-fraud): 2 builds
- [Moderation & safety](https://www.madewithlaya.com/categories/moderation-and-safety): 5 builds
- [Sales & lead scoring](https://www.madewithlaya.com/categories/sales-and-lead-scoring): 0 builds
- [Documents & data](https://www.madewithlaya.com/categories/documents-and-data): 11 builds
- [LLM routing & guardrails](https://www.madewithlaya.com/categories/routing-and-guardrails): 17 builds
- [Multilingual](https://www.madewithlaya.com/categories/multilingual): 10 builds
- [Tools & apps](https://www.madewithlaya.com/categories/tools-and-apps): 64 builds

## Builds with receipts

- [laya-mlx plays Snake at 60 decisions per second](https://www.madewithlaya.com/builds/laya-mlx-snake): cost free, local, time 60 decisions/s
- [Laya fine-tuned for Burmese topic classification on SIB-200](https://www.madewithlaya.com/builds/laya-burmese-sib200): cost free
- [laya-ara: Laya fine-tuned for Arabic NLU on MASSIVE and XNLI](https://www.madewithlaya.com/builds/laya-arabic-fine-tune): cost free
- [Laya fine-tuned on Banking77 for customer-support intent classification](https://www.madewithlaya.com/builds/laya-banking77-fine-tune): cost free, Apache 2.0 base
- [Laya on Axera AX650 and AX8850 edge NPUs, under 70 ms](https://www.madewithlaya.com/builds/laya-on-axera-npu): cost free, on-device, time < 70 ms on AX650 / AX8850
- [Laya multilingual in LiteRT for Android and on-device](https://www.madewithlaya.com/builds/laya-multilingual-litert): cost free, on-device
- [Feishu message classification bench: Jev 64/64, Laya 20/64 on 64 frozen scenarios](https://www.madewithlaya.com/builds/feishu-message-classification-bench): time 151 ms (Laya) vs 253 ms (Jev)
- [laya-zh-eval: independent Chinese skill-routing eval of all three checkpoints](https://www.madewithlaya.com/builds/laya-chinese-skill-routing-eval): cost free, local
- [The at-home Darija showdown: Jev vs self-hosted Laya on Moroccan Arabic sentiment](https://www.madewithlaya.com/builds/darija-sentiment-jev-vs-laya): cost self-hosted Laya endpoint
- [Does a typed-judgment model rerank Finnish legal passages better than a cross-encoder?](https://www.madewithlaya.com/builds/jev-rerank-bench-finnish-legal): cost $/1000 queries reported per reranker
- [zero-shot-ie-bench: GLiNER 2.5, GLiFormer, GLiClass, Laya, Von and Jev in one web UI](https://www.madewithlaya.com/builds/zero-shot-ie-bench): cost free for the local rows
- [jevbench: Jev vs GPT-5-mini, Claude Sonnet 5, fine-tuned DistilBERT, BART NLI and Laya](https://www.madewithlaya.com/builds/jevbench-classifiers): cost $0 for the local rows
- [Jev vs fine-tuned Laya: Banking77 goes from 51.3% to 79.4% with 1,001 examples](https://www.madewithlaya.com/builds/jev-vs-fine-tuned-laya): cost free, local
- [laya-jev-lab: a local-first cascade that matches Jev's accuracy at 1.8x the speed](https://www.madewithlaya.com/builds/laya-jev-lab-cascade): cost lower than pure Jev
- [laya-mcp (PerryLink): a warm sidecar that fixes Laya's silent truncation and constant noul](https://www.madewithlaya.com/builds/laya-mcp-hardened-sidecar): cost free, local
- [Agentic GraphRAG over S&P 10-Ks with Laya as a shadow decision engine beside Jev](https://www.madewithlaya.com/builds/agentic-graphrag-10k-laya-shadow): cost free (Laya shadow); Bedrock for reasoning
- [Gomoku against Laya-MLX: you play black, the model picks white's move from six candidates](https://www.madewithlaya.com/builds/laya-mlx-gomoku): cost free, local
- [Laya Ultrafast: browser-use's jev-ultrafast agent ported to local Laya on MLX](https://www.madewithlaya.com/builds/laya-ultrafast-browser-agent): cost free, local
- [Laya vs Jev Arena: a Snake race and a Mortal-Kombat-style fight, nothing scripted](https://www.madewithlaya.com/builds/laya-vs-jev-arena): cost free, local (Laya)
- [laya-pong: a browser paddle decided by Laya at 18.7 ms per frame on Metal](https://www.madewithlaya.com/builds/laya-pong-18ms): cost free, local, time 18.7 ms p50 on Metal (56% of a 30 fps frame)

## Key pages

- [Blog](https://www.madewithlaya.com/blog)
- [Submit a build](https://www.madewithlaya.com/submit)
- [RSS](https://www.madewithlaya.com/feed.xml)
- [Sitemap](https://www.madewithlaya.com/sitemap.xml)