--- title: Seamless Computational Bio at Chai Discovery | daily.dev description: Chai Discovery uses Modal to scale computational biology workloads from research to production. Modal eliminates infrastructure overhead by providing... canonical: https://daily.dev/posts/seamless-computational-bio-at-chai-discovery-81iuudwlf twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Seamless Computational Bio at Chai Discovery | daily.dev og:description: Chai Discovery uses Modal to scale computational biology workloads from research to production. Modal eliminates infrastructure overhead by providing... og:url: https://daily.dev/posts/seamless-computational-bio-at-chai-discovery-81iuudwlf og:image: https://api.daily.dev/og/posts/81iUudwlF.png og:image:alt: Seamless Computational Bio at Chai Discovery og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Seamless Computational Bio at Chai Discovery **[Modal](https://daily.dev/sources/modal_labs)** · 4 min read · 0 upvotes · 0 comments ## Summary Chai Discovery uses Modal to scale computational biology workloads from research to production. Modal eliminates infrastructure overhead by providing consistent execution environments, shared high-throughput data access through Modal Volumes, and dynamic GPU scaling. This allows Chai to handle bursty workloads that vary from small protein tests to thousands of antibody design jobs, spinning up hundreds of GPUs in minutes while processing terabyte-scale biological datasets without repetitive setup or manual orchestration. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Anthropic integration with Modal brings scalable compute to Claude Science](https://daily.dev/posts/anthropic-integration-with-modal-brings-scalable-compute-to-claude-science-cqexlyoj6) · Modal · 1 upvotes · 0 comments - [Scaling Reinforcement Learning at Applied Compute](https://daily.dev/posts/scaling-reinforcement-learning-at-applied-compute-kjp4gcx1e) · Modal · 0 upvotes · 0 comments - [Scaling Biomolecular Modeling Using Context Parallelism in NVIDIA BioNeMo](https://daily.dev/posts/scaling-biomolecular-modeling-using-context-parallelism-in-nvidia-bionemo-e3gpizuj3) · NVIDIA Developer · 0 upvotes · 0 comments - [How Modal uses ClickHouse to power real-time observability for AI workloads](https://daily.dev/posts/how-modal-uses-clickhouse-to-power-real-time-observability-for-ai-workloads-nwqfcerdf) · ClickHouse · 0 upvotes · 0 comments - [Matthew McPartlon & Neil Patil, Chai Discovery](https://daily.dev/posts/matthew-mcpartlon-neil-patil-chai-discovery-6ftlonfz0) · Latent Space · 0 upvotes · 0 comments --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#cloud](https://daily.dev/tags/cloud), [#gpu](https://daily.dev/tags/gpu) [View this post on daily.dev](https://daily.dev/posts/seamless-computational-bio-at-chai-discovery-81iuudwlf) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Seamless Computational Bio at Chai Discovery","url":"https://daily.dev/posts/seamless-computational-bio-at-chai-discovery-81iuudwlf","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/seamless-computational-bio-at-chai-discovery-81iuudwlf"},"datePublished":"2026-01-15T15:59:24.029Z","dateModified":"2026-01-15T15:59:45.013Z","description":"Chai Discovery uses Modal to scale computational biology workloads from research to production. 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