{"type":"post","id":"build-a-financial-research-assistant-with-cohere-ai-5bb638","slug":"build-a-financial-research-assistant-with-cohere-ai-5bb638","title":"Build a Financial Research Assistant with Cohere AI on AWS","description":"Cohere has published an AWS reference implementation for a financial-research assistant that searches filings, handles difficult pages, and produces page-level citations.","retrieval_nugget":"Cohere has published an AWS reference implementation for a financial-research assistant that searches filings, handles difficult pages, and produces page-level citations. For teams building AI over high-stakes documents, its central lesson is architectural: optimize retrieval and evidence inspection before optimizing the fluency of the final answer.","published_at":"2026-10-28","updated_at":"2026-10-28","record_date":"2026-10-28","date_kind":"published_at","topics":["claude","anthropic"],"entities":["Cohere","Cohere Embed","Cohere Rerank","Cohere Parse","Amazon SageMaker AI","Amazon OpenSearch Serverless","Amazon Bedrock","Anthropic Claude"],"related_patterns":["verification-bandwidth-is-the-scarce-resource"],"novelty_label":"new_fact","what_changed":"Cohere’s AWS financial research assistant is a distinct deployment/customer solution, adding Cohere’s tools and AWS services to the archive’s broader finance-AI case study.","prior_refs":["memory:fd68ce82-b9df-8f43-ae77-eae82301abe8"],"source_url":"https://cohere.com/blog/financial-research-assistant-cohere-aws","source_urls":["https://cohere.com/blog/financial-research-assistant-cohere-aws"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:build-a-financial-research-assistant-with-cohere-ai-5bb638","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/build-a-financial-research-assistant-with-cohere-ai-5bb638/","markdown":"https://newruntime.com/posts/build-a-financial-research-assistant-with-cohere-ai-5bb638.md","json":"https://newruntime.com/posts/build-a-financial-research-assistant-with-cohere-ai-5bb638.json"},"next_reads":[{"type":"topic","path":"/topics/claude/","url":"https://newruntime.com/topics/claude/","title":"Claude","reason":"Explore the claude topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude.md","json_url":"https://newruntime.com/topics/claude.json"},{"type":"topic","path":"/topics/anthropic/","url":"https://newruntime.com/topics/anthropic/","title":"Anthropic","reason":"Explore the anthropic topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/anthropic.md","json_url":"https://newruntime.com/topics/anthropic.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}