The issue with that is obviously that most of the generated value would be captured by that company in the middle, while Anthropic would stay in the cost-conscious inference market."},"story_title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["financial","services"],"value":"Agents for financial services and insurance"},"story_url":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["anthropic"],"value":"https://www.anthropic.com/news/finance-agents"}},"_tags":["comment","author_wongarsu","story_48023533"],"author":"wongarsu","children":[48024491],"comment_text":"I guess the argument is that a tool built by a company with actual insight into and focus for financial services, with Anthropic as inference provider, would lead to more adoption and more use of Anthropic models. Something Anthropic could achieve either by just leaving things alone and having the best models, or alternatively by starting some kind of incubator or something. AWS might be a good model
The issue with that is obviously that most of the generated value would be captured by that company in the middle, while Anthropic would stay in the cost-conscious inference market.","created_at":"2026-05-05T16:09:17Z","created_at_i":1777997357,"objectID":"48024449","parent_id":48024320,"story_id":48023533,"story_title":"Agents for financial services and insurance","story_url":"https://www.anthropic.com/news/finance-agents","updated_at":"2026-05-05T18:32:54Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"BhavdeepSethi"},"title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["financial","services"],"value":"Transform Financial Services with Claude"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"https://www.anthropic.com/solutions/financial-services"}},"_tags":["story","author_BhavdeepSethi","story_44582275"],"author":"BhavdeepSethi","created_at":"2025-07-16T13:41:17Z","created_at_i":1752673277,"num_comments":0,"objectID":"44582275","points":1,"story_id":44582275,"title":"Transform Financial Services with Claude","updated_at":"2025-07-16T13:51:33Z","url":"https://www.anthropic.com/solutions/financial-services"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"_pdp_"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"> Will the big labs leave anything for external competition?
Is this a serious question?
Without the big labs with deep pockets investing to change the consumer mindset do you think a small company with no funding has any chance of even existing?
I remember when paying $1.99 for a mobile game on iOS was considered too expensive and now it seem most consumers are primed to spend more on in-app purchases every week. That mind-shift did not happen overnight.
It was not that long ago $200 for ChatGPT subscription was considered extravagant but now even wrappers can charge this price without hesitation - some of them do.
What Anthropic is doing is priming the market of which they will be potentially one of the main beneficiaries as long as they can continue existing. But I don't think anyone will go to Anthropic directly to source their financial services agent. They will go to financial service companies that use Anthropic to build the capabilities."},"story_title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["financial","services"],"value":"Agents for financial services and insurance"},"story_url":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["anthropic"],"value":"https://www.anthropic.com/news/finance-agents"}},"_tags":["comment","author__pdp_","story_48023533"],"author":"_pdp_","comment_text":"> Will the big labs leave anything for external competition?
Is this a serious question?
Without the big labs with deep pockets investing to change the consumer mindset do you think a small company with no funding has any chance of even existing?
I remember when paying $1.99 for a mobile game on iOS was considered too expensive and now it seem most consumers are primed to spend more on in-app purchases every week. That mind-shift did not happen overnight.
It was not that long ago $200 for ChatGPT subscription was considered extravagant but now even wrappers can charge this price without hesitation - some of them do.
What Anthropic is doing is priming the market of which they will be potentially one of the main beneficiaries as long as they can continue existing. But I don't think anyone will go to Anthropic directly to source their financial services agent. They will go to financial service companies that use Anthropic to build the capabilities.","created_at":"2026-05-05T16:41:36Z","created_at_i":1777999296,"objectID":"48024951","parent_id":48024246,"story_id":48023533,"story_title":"Agents for financial services and insurance","story_url":"https://www.anthropic.com/news/finance-agents","updated_at":"2026-05-07T16:49:46Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"mildlyhostileux"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"Anthropic just dropped \u201cClaude for Financial Services\u201d
-New models scoring higher on finance specific tasks
-MCP connectors for popular datasets/datastores including FactSet, PitchBook, S&P Global, Snowflake, Databricks, Box, Daloopa, etc
This looks a lot like what Claude Code did for coding: better models, good integrations, etc. But finance isn\u2019t pure text, the day\u2011to\u2011day medium is still Excel and PowerPoint.Curious to see how this plays out in the long to medium term.
Devs already live in textual IDEs and CLIs, so an inline LLM feels native. Analysts live in nested spreadsheets, model diagrams, and slide decks. Is a side\u2011car chat window enough? Will folks really migrate fully into Claude?
Accuracy a big issue everywhere, but finance has always seemed particularly sensitive. While their new model benchmarks well, it still seems to fall short of what an IBank/PE MD might expect?
Curious to hear from anyone thats been in the pilot group or got access to the 1 month demo today. Early pilots at Bridgewater, NBIM, AIG, CBA claim good productivity gains for analysts and underwriters."},"story_title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["financial","services"],"value":"Claude for Financial Services"},"story_url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"https://www.anthropic.com/news/claude-for-financial-services"}},"_tags":["comment","author_mildlyhostileux","story_44576312"],"author":"mildlyhostileux","children":[44576603,44577745,44579738],"comment_text":"Anthropic just dropped \u201cClaude for Financial Services\u201d
-New models scoring higher on finance specific tasks
-MCP connectors for popular datasets/datastores including FactSet, PitchBook, S&P Global, Snowflake, Databricks, Box, Daloopa, etc
This looks a lot like what Claude Code did for coding: better models, good integrations, etc. But finance isn\u2019t pure text, the day\u2011to\u2011day medium is still Excel and PowerPoint.Curious to see how this plays out in the long to medium term.
Devs already live in textual IDEs and CLIs, so an inline LLM feels native. Analysts live in nested spreadsheets, model diagrams, and slide decks. Is a side\u2011car chat window enough? Will folks really migrate fully into Claude?
Accuracy a big issue everywhere, but finance has always seemed particularly sensitive. While their new model benchmarks well, it still seems to fall short of what an IBank/PE MD might expect?
Curious to hear from anyone thats been in the pilot group or got access to the 1 month demo today. Early pilots at Bridgewater, NBIM, AIG, CBA claim good productivity gains for analysts and underwriters.","created_at":"2025-07-15T22:03:50Z","created_at_i":1752617030,"objectID":"44576313","parent_id":44576312,"story_id":44576312,"story_title":"Claude for Financial Services","story_url":"https://www.anthropic.com/news/claude-for-financial-services","updated_at":"2025-07-17T22:38:06Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"mildlyhostileux"},"title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["financial","services"],"value":"Claude for Financial Services"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"https://www.anthropic.com/news/claude-for-financial-services"}},"_tags":["story","author_mildlyhostileux","story_44576312"],"author":"mildlyhostileux","children":[44576313,44576606,44576609,44576642,44576713,44576739,44576851,44577009,44577353,44577546,44577615,44577660,44577713,44577976,44577989,44578071,44578519,44579188,44579251,44579256],"created_at":"2025-07-15T22:03:50Z","created_at_i":1752617030,"num_comments":114,"objectID":"44576312","points":213,"story_id":44576312,"title":"Claude for Financial Services","updated_at":"2026-05-16T04:26:31Z","url":"https://www.anthropic.com/news/claude-for-financial-services"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"Aurornis"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"> The company having it's product market restricted will negatively impact their financial investment.
Anthropic's services keep bumping into capacity limits even with Fable disabled.
Revenue is not a problem. This controversy has been good publicity for them: So powerful the government tried to block it!
> Also if you have an agreement with a company for them to provide you with a service, and investing in them is part of that deal, reneging on the service part still isn't okay.
Reneging on the deal implies Anthropic decided not to offer it. That wasn't the case. The government has temporarily restricted it."},"story_title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["anthropic"],"value":"The Korean telecom giant at the center of Anthropic's Mythos controversy"},"story_url":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["anthropic"],"value":"https://www.wired.com/story/sk-telecom-anthropic-mythos-export-controls/"}},"_tags":["comment","author_Aurornis","story_48584484"],"author":"Aurornis","comment_text":"> The company having it's product market restricted will negatively impact their financial investment.
Anthropic's services keep bumping into capacity limits even with Fable disabled.
Revenue is not a problem. This controversy has been good publicity for them: So powerful the government tried to block it!
> Also if you have an agreement with a company for them to provide you with a service, and investing in them is part of that deal, reneging on the service part still isn't okay.
Reneging on the deal implies Anthropic decided not to offer it. That wasn't the case. The government has temporarily restricted it.","created_at":"2026-06-18T23:03:09Z","created_at_i":1781823789,"objectID":"48592787","parent_id":48592196,"story_id":48584484,"story_title":"The Korean telecom giant at the center of Anthropic's Mythos controversy","story_url":"https://www.wired.com/story/sk-telecom-anthropic-mythos-export-controls/","updated_at":"2026-06-19T13:28:44Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"mfiguiere"},"title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["financial","services"],"value":"Advancing Claude for Financial Services"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"https://www.anthropic.com/news/advancing-claude-for-financial-services"}},"_tags":["story","author_mfiguiere","story_45722864"],"author":"mfiguiere","created_at":"2025-10-27T16:25:19Z","created_at_i":1761582319,"num_comments":0,"objectID":"45722864","points":2,"story_id":45722864,"title":"Advancing Claude for Financial Services","updated_at":"2026-03-05T22:56:11Z","url":"https://www.anthropic.com/news/advancing-claude-for-financial-services"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"louiereederson"},"title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["financial","services"],"value":"Agents for financial services and insurance"},"url":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["anthropic"],"value":"https://www.anthropic.com/news/finance-agents"}},"_tags":["story","author_louiereederson","story_48023533"],"author":"louiereederson","children":[48024246,48024250,48024259,48024265,48024393,48024536,48024538,48024688,48024723,48024917,48025019,48025115,48025199,48026407,48026527,48026617,48026679,48026939,48027117,48027239,48027388,48027690,48027732,48028337,48028712,48029119,48029165,48030257,48030918,48032332,48033411,48035908,48037227],"created_at":"2026-05-05T15:05:47Z","created_at_i":1777993547,"num_comments":192,"objectID":"48023533","points":257,"story_id":48023533,"title":"Agents for financial services and insurance","updated_at":"2026-06-24T07:09:02Z","url":"https://www.anthropic.com/news/finance-agents"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"lowbloodsugar"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"Don\u2019t worry. I\u2019m sure they\u2019re not training it to be good at things like writing database backends, financial services, logistics systems, user interfaces, or anything of economic value. As long as you\u2019re not working on three.js specifically, I\u2019m sure Anthropic isn\u2019t making any progress you should be worried about."},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Karpathy\u2019s Pelican"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://twitter.com/karpathy/status/2083749667410727319"}},"_tags":["comment","author_lowbloodsugar","story_49140998"],"author":"lowbloodsugar","children":[49147955],"comment_text":"Don\u2019t worry. I\u2019m sure they\u2019re not training it to be good at things like writing database backends, financial services, logistics systems, user interfaces, or anything of economic value. As long as you\u2019re not working on three.js specifically, I\u2019m sure Anthropic isn\u2019t making any progress you should be worried about.","created_at":"2026-08-02T19:09:41Z","created_at_i":1785697781,"objectID":"49147353","parent_id":49146416,"story_id":49140998,"story_title":"Karpathy\u2019s Pelican","story_url":"https://twitter.com/karpathy/status/2083749667410727319","updated_at":"2026-08-03T16:37:59Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"prima-facie"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"As someone who has represented themselves in tribunal before I'm definitely interested in this.
The only issue is that in some jurisdictions, like the UK, you can't just offer someone legal advice without being SRA accredited or FCA regulated.\nI.e. this would effectively make Anthropic a claims management firm under the UK law.
> Under article 89I of Financial Services and Markets Act 2000 (Regulated Activities) Order 2001 ("The Order"), advising a claimant or potential claimant, investigating a claim and representing a claimant, in relation to a financial services or financial product claim is a defined regulated activity.
https://www.fca.org.uk/freedom-information/dual-regulation-c..."},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Claude for Legal"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://github.com/anthropics/claude-for-legal"}},"_tags":["comment","author_prima-facie","story_48141234"],"author":"prima-facie","comment_text":"As someone who has represented themselves in tribunal before I'm definitely interested in this.
The only issue is that in some jurisdictions, like the UK, you can't just offer someone legal advice without being SRA accredited or FCA regulated.\nI.e. this would effectively make Anthropic a claims management firm under the UK law.
> Under article 89I of Financial Services and Markets Act 2000 (Regulated Activities) Order 2001 ("The Order"), advising a claimant or potential claimant, investigating a claim and representing a claimant, in relation to a financial services or financial product claim is a defined regulated activity.
https://www.fca.org.uk/freedom-information/dual-regulation-c...","created_at":"2026-05-15T01:29:08Z","created_at_i":1778808548,"objectID":"48143421","parent_id":48141234,"story_id":48141234,"story_title":"Claude for Legal","story_url":"https://github.com/anthropics/claude-for-legal","updated_at":"2026-05-15T12:18:58Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"stubish"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"The personnel also need to take the fall when the AI does it wrong. A judge isn't going to jail Claude, they are going to jail the sucker who unknowingly authorized the fraud.
Will Anthropic externalize the risk, selling access to agents? Or will internalize the risk and liability, selling financial services? Maybe both? I guess lots of companies want both, doing some things internally and keeping other things at arms length by outsourcing to 3rd party accountants."},"story_title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["financial","services"],"value":"Agents for financial services and insurance"},"story_url":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["anthropic"],"value":"https://www.anthropic.com/news/finance-agents"}},"_tags":["comment","author_stubish","story_48023533"],"author":"stubish","children":[48031869],"comment_text":"The personnel also need to take the fall when the AI does it wrong. A judge isn't going to jail Claude, they are going to jail the sucker who unknowingly authorized the fraud.
Will Anthropic externalize the risk, selling access to agents? Or will internalize the risk and liability, selling financial services? Maybe both? I guess lots of companies want both, doing some things internally and keeping other things at arms length by outsourcing to 3rd party accountants.","created_at":"2026-05-06T02:28:35Z","created_at_i":1778034515,"objectID":"48031423","parent_id":48030923,"story_id":48023533,"story_title":"Agents for financial services and insurance","story_url":"https://www.anthropic.com/news/finance-agents","updated_at":"2026-05-06T03:38:41Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"traceroute66"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"I stopped reading at paragraph one:
"ready-to-run agent templates for the most time-consuming work in financial services: building pitchbooks, screening KYC files, and closing the books at month-end"
Ok, maybe you can squeeze a vaguely passable pitchbook out of Claude.
But screening KYC files or closing books at month-end ?
"I'll have some of what they're smoking" as the cool kids say.
No regulator or tax office on this planet is going to accept the "but Claude said it was ok" excuse.
The only people who are going to profit out of this are Anthropic, Lawyers and Governments (through increased fines)."},"story_title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["financial","services"],"value":"Agents for financial services and insurance"},"story_url":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["anthropic"],"value":"https://www.anthropic.com/news/finance-agents"}},"_tags":["comment","author_traceroute66","story_48023533"],"author":"traceroute66","comment_text":"I stopped reading at paragraph one:
"ready-to-run agent templates for the most time-consuming work in financial services: building pitchbooks, screening KYC files, and closing the books at month-end"
Ok, maybe you can squeeze a vaguely passable pitchbook out of Claude.
But screening KYC files or closing books at month-end ?
"I'll have some of what they're smoking" as the cool kids say.
No regulator or tax office on this planet is going to accept the "but Claude said it was ok" excuse.
The only people who are going to profit out of this are Anthropic, Lawyers and Governments (through increased fines).","created_at":"2026-05-05T18:18:06Z","created_at_i":1778005086,"objectID":"48026407","parent_id":48023533,"story_id":48023533,"story_title":"Agents for financial services and insurance","story_url":"https://www.anthropic.com/news/finance-agents","updated_at":"2026-05-07T08:07:28Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"simoncion"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"> You misdirected my quoted statement to assert a position I did not take.
Nope. You're reading way too much into what I'm saying, rather than reading the words I'm writing.
> When I say that flat-rate subs are necessary for traction, I mean that solely from a user experience perspective, not "subsidized usage is necessary for traction".
Sure. I never claimed that you said "subsidized usage is necessary for traction". It's "just" that your broader point is not relevant to the topic under discussion, which is Anthropic's financial situation. That's why I said
If the flat-rate plans that you are aware of actually cover the cost of providing the service, then you're discussing an entirely different situation that's entirely inapplicable to the discussion about Anthropic's pricing and degrading level of service.\nNope. You're reading way too much into what I'm saying, rather than reading the words I'm writing.
> When I say that flat-rate subs are necessary for traction, I mean that solely from a user experience perspective, not "subsidized usage is necessary for traction".
Sure. I never claimed that you said "subsidized usage is necessary for traction". It's "just" that your broader point is not relevant to the topic under discussion, which is Anthropic's financial situation. That's why I said
If the flat-rate plans that you are aware of actually cover the cost of providing the service, then you're discussing an entirely different situation that's entirely inapplicable to the discussion about Anthropic's pricing and degrading level of service.\nThe malware paranoia is so strong that my company has had to temporarily block use of 4.7 on our IDE of choice, as the model was behaving in a concerningly unaligned way, as well as spending large amounts of token budget contemplating whether any particular code or task was related to malware development (we are a relatively boring financial services entity - the jokes write themselves).
In one case I actually encountered a situation where I felt that the model was deliberately failing execute a particular task, and when queried the tool output that it was trying to abide by directives about malware. I know that model introspection reporting is of poor quality and unreliable, but in this specific case I did not 'hint' it in any way. This feels qualitatively like Claude Golden Gate Bridge territory, hence my earlier contemplation on steering vectors. I've been many other people online complaining about the malware paranoia too, especially on reddit, so I don't think it's just me!"},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Changes in the system prompt between Claude Opus 4.6 and 4.7"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://simonwillison.net/2026/Apr/18/opus-system-prompt/"}},"_tags":["comment","author_cfcf14","story_47823270"],"author":"cfcf14","children":[47823625,47823950,47826079,47827533,47828852,47830751,47855569,47861539],"comment_text":"I'm curious as to why 4.7 seems obsessed with avoiding any actions that could help the user create or enhance malware. The system prompts seem similar on the matter, so I wonder if this is an early attempt by Anthropic to use steering vector injection?
The malware paranoia is so strong that my company has had to temporarily block use of 4.7 on our IDE of choice, as the model was behaving in a concerningly unaligned way, as well as spending large amounts of token budget contemplating whether any particular code or task was related to malware development (we are a relatively boring financial services entity - the jokes write themselves).
In one case I actually encountered a situation where I felt that the model was deliberately failing execute a particular task, and when queried the tool output that it was trying to abide by directives about malware. I know that model introspection reporting is of poor quality and unreliable, but in this specific case I did not 'hint' it in any way. This feels qualitatively like Claude Golden Gate Bridge territory, hence my earlier contemplation on steering vectors. I've been many other people online complaining about the malware paranoia too, especially on reddit, so I don't think it's just me!","created_at":"2026-04-19T11:42:45Z","created_at_i":1776598965,"objectID":"47823597","parent_id":47823270,"story_id":47823270,"story_title":"Changes in the system prompt between Claude Opus 4.6 and 4.7","story_url":"https://simonwillison.net/2026/Apr/18/opus-system-prompt/","updated_at":"2026-05-11T00:27:43Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"tfearn"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"Hi HN,
I've spent 25 years building data infrastructure in financial services \u2014 Goldman Sachs, Bridgewater, Deutsche Bank, Freddie Mac. Today I'm open-sourcing Datris, a data platform built around MCP (Model Context Protocol) from day one.
The idea: As far as I know, this is the first data platform where MCP is the primary interface, not an afterthought. We built the MCP server first and made everything accessible through it. The platform has 30+ MCP tools \u2014 any agent (Claude, Cursor, your own framework) can create pipelines, ingest data, validate with plain English rules, transform, query databases, search vector stores, and monitor jobs. The API and UI use the same pipeline engine, but MCP is the native interface.
What an agent can do: - Create a complete pipeline from sample data in one call (schema auto-detected) - Upload and process CSV, JSON, XML, Excel, PDFs, Word docs - Validate and transform data using natural language instructions - Query PostgreSQL and MongoDB - Semantic search across 5 vector databases (Qdrant, Weaviate, Milvus, Chroma, pgvector) - Ask questions in natural language \u2014 SQL generated and executed automatically - Full RAG pipeline \u2014 extract, chunk, embed, and search documents - Profile data quality, diagnose errors, explore metadata
There's also a CLI: bash datris ingest sales.csv --dest postgres datris query "SELECT * FROM public.sales" datris query "top 5 stocks by volume" --table trades datris search "return policy" --store pgvector --collection docs
Install: git clone https://github.com/datris/datris-platform-oss cd datris-platform-oss cp .env.example .env docker compose up -d
CLI: brew tap datris/tap && brew install datris MCP server: uvx datris-mcp-server
Stack is all open-source: Spring Boot, Docker, MinIO, MongoDB, ActiveMQ, Vault, PostgreSQL. AI via Anthropic, OpenAI, or Ollama (fully local).
GitHub: https://github.com/datris/datris-platform-oss Docs: https://docs.datris.ai
Happy to answer questions."},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Datris \u2013 Open-source data platform built around MCP"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://datris.ai"}},"_tags":["comment","author_tfearn","story_47594539"],"author":"tfearn","comment_text":"Hi HN,
I've spent 25 years building data infrastructure in financial services \u2014 Goldman Sachs, Bridgewater, Deutsche Bank, Freddie Mac. Today I'm open-sourcing Datris, a data platform built around MCP (Model Context Protocol) from day one.
The idea: As far as I know, this is the first data platform where MCP is the primary interface, not an afterthought. We built the MCP server first and made everything accessible through it. The platform has 30+ MCP tools \u2014 any agent (Claude, Cursor, your own framework) can create pipelines, ingest data, validate with plain English rules, transform, query databases, search vector stores, and monitor jobs. The API and UI use the same pipeline engine, but MCP is the native interface.
What an agent can do: - Create a complete pipeline from sample data in one call (schema auto-detected) - Upload and process CSV, JSON, XML, Excel, PDFs, Word docs - Validate and transform data using natural language instructions - Query PostgreSQL and MongoDB - Semantic search across 5 vector databases (Qdrant, Weaviate, Milvus, Chroma, pgvector) - Ask questions in natural language \u2014 SQL generated and executed automatically - Full RAG pipeline \u2014 extract, chunk, embed, and search documents - Profile data quality, diagnose errors, explore metadata
There's also a CLI: bash datris ingest sales.csv --dest postgres datris query "SELECT * FROM public.sales" datris query "top 5 stocks by volume" --table trades datris search "return policy" --store pgvector --collection docs
Install: git clone https://github.com/datris/datris-platform-oss cd datris-platform-oss cp .env.example .env docker compose up -d
CLI: brew tap datris/tap && brew install datris MCP server: uvx datris-mcp-server
Stack is all open-source: Spring Boot, Docker, MinIO, MongoDB, ActiveMQ, Vault, PostgreSQL. AI via Anthropic, OpenAI, or Ollama (fully local).
GitHub: https://github.com/datris/datris-platform-oss Docs: https://docs.datris.ai
Happy to answer questions.","created_at":"2026-03-31T22:53:06Z","created_at_i":1774997586,"objectID":"47594540","parent_id":47594539,"story_id":47594539,"story_title":"Datris \u2013 Open-source data platform built around MCP","story_url":"https://datris.ai","updated_at":"2026-03-31T22:57:43Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"jszymborski"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"This is a truly excellent level of snark:
> If one\u2019s bank does not employ an individual who understands the above paragraph to mean that Silvergate was solvent, Anthropic will sell you artificial cognition for $20 a month. Claude 3.5 Sonnet demonstrates sufficient reading comprehension to analyze complex technical documents to the standards of an early-career employee in financial services. We would recommend supervising Claude with management at least as competent as it."},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Bank CEO: Retract your debanking piece? Me: No"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://www.kalzumeus.com/2025/02/10/retraction-request-denied/"}},"_tags":["comment","author_jszymborski","story_43001441"],"author":"jszymborski","comment_text":"This is a truly excellent level of snark:
> If one\u2019s bank does not employ an individual who understands the above paragraph to mean that Silvergate was solvent, Anthropic will sell you artificial cognition for $20 a month. Claude 3.5 Sonnet demonstrates sufficient reading comprehension to analyze complex technical documents to the standards of an early-career employee in financial services. We would recommend supervising Claude with management at least as competent as it.","created_at":"2025-02-10T19:39:06Z","created_at_i":1739216346,"objectID":"43004310","parent_id":43001441,"story_id":43001441,"story_title":"Bank CEO: Retract your debanking piece? Me: No","story_url":"https://www.kalzumeus.com/2025/02/10/retraction-request-denied/","updated_at":"2025-02-11T18:54:20Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"azdv"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"SEEKING WORK - REMOTE
Senior Technology Leader & Cloud Architect specializing in FinTech and AI/ML.
Highlights:
* Led FinTech transformations for banking systems and crypto exchange infrastructure
* Architected AI/ML platforms with GPU optimization (98% cost reduction)
* Fractional CTO experience transforming legacy systems to microservices
* Built trading systems processing $100M+ daily volume
Tech stack:
* Cloud: AWS/Azure/GCP, Terraform, Kubernetes, GPU infrastructure
* AI/ML: PyTorch, OpenAI/Anthropic APIs, Vector DBs (Pinecone)
* MLOps: Model deployment, distributed training
* FinTech: Banking APIs, payment processing, crypto integration
* Core: Go, Python, Node.js, Rust
* Architecture: Microservices, event-driven systems
Seeking: Fractional CTO roles, FinTech architecture, AI/ML infrastructure projects focused on:
* Financial services modernization
* AI/ML platforms
* LLM-powered systems
* Digital banking
Location: Remote (EU-based)
Contact: dev (at) azdv.co"},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Ask HN: Freelancer? Seeking freelancer? (January 2025)"}},"_tags":["comment","author_azdv","story_42575536"],"author":"azdv","comment_text":"SEEKING WORK - REMOTE
Senior Technology Leader & Cloud Architect specializing in FinTech and AI/ML.
Highlights:
* Led FinTech transformations for banking systems and crypto exchange infrastructure
* Architected AI/ML platforms with GPU optimization (98% cost reduction)
* Fractional CTO experience transforming legacy systems to microservices
* Built trading systems processing $100M+ daily volume
Tech stack:
* Cloud: AWS/Azure/GCP, Terraform, Kubernetes, GPU infrastructure
* AI/ML: PyTorch, OpenAI/Anthropic APIs, Vector DBs (Pinecone)
* MLOps: Model deployment, distributed training
* FinTech: Banking APIs, payment processing, crypto integration
* Core: Go, Python, Node.js, Rust
* Architecture: Microservices, event-driven systems
Seeking: Fractional CTO roles, FinTech architecture, AI/ML infrastructure projects focused on:
* Financial services modernization
* AI/ML platforms
* LLM-powered systems
* Digital banking
Location: Remote (EU-based)
Contact: dev (at) azdv.co","created_at":"2025-01-03T15:59:55Z","created_at_i":1735919995,"objectID":"42586735","parent_id":42575536,"story_id":42575536,"story_title":"Ask HN: Freelancer? Seeking freelancer? (January 2025)","updated_at":"2025-01-03T16:04:12Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"nunez"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"> There are obviously other vital questions, like how people will be able to meet their material needs. Many have examined this question, with no final answer yet adopted as official policy for this contingency by any government. I am instead going to do something that may feel like cheating. I will go ahead and assume that people can meet their financial needs through universal basic income or other transfers and will solely concentrate on the question of whether people can and will be happy\u2014or at least as happy as they are now\u2014without work.
You've gotta be fucking kidding me with this.
We can barely agree on whether service workers should receive tips, let alone what a Universal Basic Income will look like at even a municipal level. You can't wave that away.
I really do not understand the exuberance to rush to a post-work future where AI controlled by private corporations meets most of our needs. I cannot see a future in which this doesn't end with mass unemployment and neofeudalism.
Case in point: Avital is Chief of Staff to the CEO of one of the most valuable and well-funded companies in tech right now. They stand to make significant fortunes if/when Anthropic undergoes a financial event. They will absolutely benefit from the increased worker pool that mass unemployment will create."},"story_title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["anthropic"],"value":"Anthropic Chief of Staff: These next 3 years might be the last few that I work"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://www.palladiummag.com/2024/05/17/my-last-five-years-of-work/"}},"_tags":["comment","author_nunez","story_40552919"],"author":"nunez","children":[40555286],"comment_text":"> There are obviously other vital questions, like how people will be able to meet their material needs. Many have examined this question, with no final answer yet adopted as official policy for this contingency by any government. I am instead going to do something that may feel like cheating. I will go ahead and assume that people can meet their financial needs through universal basic income or other transfers and will solely concentrate on the question of whether people can and will be happy\u2014or at least as happy as they are now\u2014without work.
You've gotta be fucking kidding me with this.
We can barely agree on whether service workers should receive tips, let alone what a Universal Basic Income will look like at even a municipal level. You can't wave that away.
I really do not understand the exuberance to rush to a post-work future where AI controlled by private corporations meets most of our needs. I cannot see a future in which this doesn't end with mass unemployment and neofeudalism.
Case in point: Avital is Chief of Staff to the CEO of one of the most valuable and well-funded companies in tech right now. They stand to make significant fortunes if/when Anthropic undergoes a financial event. They will absolutely benefit from the increased worker pool that mass unemployment will create.","created_at":"2024-06-02T14:54:42Z","created_at_i":1717340082,"objectID":"40554686","parent_id":40552919,"story_id":40552919,"story_title":"Anthropic Chief of Staff: These next 3 years might be the last few that I work","story_url":"https://www.palladiummag.com/2024/05/17/my-last-five-years-of-work/","updated_at":"2024-09-20T17:12:48Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"cactca"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"This! Any LLM provider that monitors chat/api history for \u2018abuse\u2019 towards the model is considering using user data for training.
An Effective Altruism ethos provides moral/ethical cover for trampling individual privacy and property rights. Consider their recent decision to provide services for military projects.
As others have pointed out, Claude was trained using data expressly forbidden for commercial reuse.
The only feedback Anthropic will heed is financial and the impact must be large enough to destroy their investors willingness to cover the losses. This type of financial feedback can come from three places: termination of a large fraction of their b2b contracts, software devs organizing a persistent mass migration to an open source model for software development. Neither of these are likely to happen in the next 3 months. Finally, a mass filing of data deletion requests from California and EU residents and corporations that repeats every week."},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Updates to Consumer Terms and Privacy Policy"},"story_url":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["anthropic"],"value":"https://www.anthropic.com/news/updates-to-our-consumer-terms"}},"_tags":["comment","author_cactca","story_45062683"],"author":"cactca","children":[45064702],"comment_text":"This! Any LLM provider that monitors chat/api history for \u2018abuse\u2019 towards the model is considering using user data for training.
An Effective Altruism ethos provides moral/ethical cover for trampling individual privacy and property rights. Consider their recent decision to provide services for military projects.
As others have pointed out, Claude was trained using data expressly forbidden for commercial reuse.
The only feedback Anthropic will heed is financial and the impact must be large enough to destroy their investors willingness to cover the losses. This type of financial feedback can come from three places: termination of a large fraction of their b2b contracts, software devs organizing a persistent mass migration to an open source model for software development. Neither of these are likely to happen in the next 3 months. Finally, a mass filing of data deletion requests from California and EU residents and corporations that repeats every week.","created_at":"2025-08-29T13:53:13Z","created_at_i":1756475593,"objectID":"45064167","parent_id":45063452,"story_id":45062683,"story_title":"Updates to Consumer Terms and Privacy Policy","story_url":"https://www.anthropic.com/news/updates-to-our-consumer-terms","updated_at":"2026-03-05T22:34:02Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"nostrademons"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["anthropic","financial","services"],"value":"The reasoning people have for them selling API requests at a loss is simply their financial statements. Anthropic burned $3B this year. ChatGPT lost $5B. Microsoft has spent $19B on AI and Google has spent close to $50B. Given that revenue for the market leader ChatGPT is $3.7B, it's safe to say that they're losing massive amounts of money.
These companies are heavily subsidized by investors and their cloud service providers (like Microsoft and Google) in an attempt to gain market share. It might actually work - but this situation, where a product is sold under cost to drum up usage and build market share, with the intent to gain a monopoly and raise prices later on - is sort of the definition of a bubble, and is exactly how the mobile app bubble, the dot-com bubble, and previous AI bubbles have played out."},"story_title":{"matchLevel":"none","matchedWords":[],"value":"The Generative AI Con"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://www.wheresyoured.at/longcon/"}},"_tags":["comment","author_nostrademons","story_43085885"],"author":"nostrademons","children":[43095405],"comment_text":"The reasoning people have for them selling API requests at a loss is simply their financial statements. Anthropic burned $3B this year. ChatGPT lost $5B. Microsoft has spent $19B on AI and Google has spent close to $50B. Given that revenue for the market leader ChatGPT is $3.7B, it's safe to say that they're losing massive amounts of money.
These companies are heavily subsidized by investors and their cloud service providers (like Microsoft and Google) in an attempt to gain market share. It might actually work - but this situation, where a product is sold under cost to drum up usage and build market share, with the intent to gain a monopoly and raise prices later on - is sort of the definition of a bubble, and is exactly how the mobile app bubble, the dot-com bubble, and previous AI bubbles have played out.","created_at":"2025-02-18T15:24:52Z","created_at_i":1739892292,"objectID":"43090560","parent_id":43090347,"story_id":43085885,"story_title":"The Generative AI Con","story_url":"https://www.wheresyoured.at/longcon/","updated_at":"2025-03-31T10:33:44Z"}],"hitsPerPage":20,"nbHits":44,"nbPages":3,"page":0,"params":"query=Anthropic+financial+services&advancedSyntax=true&analyticsTags=backend","processingTimeMS":28,"processingTimingsMS":{"_request":{"roundTrip":19},"afterFetch":{"format":{"highlighting":1,"total":2},"merge":{"mergeLoop":{"prepareNextHit":1,"total":1},"total":2},"total":2},"fetch":{"query":13,"scanning":10,"total":24},"total":28},"query":"Anthropic financial services","serverTimeMS":30}