AWS details Heurist Finance investment workbench built on Bedrock AgentCore
AWS says Heurist Finance uses Amazon Bedrock AgentCore to combine paid market data, portfolio analysis and personalized research in one chat experience.
Quick answer
What did AWS announce about Heurist Finance and Amazon Bedrock AgentCore?
AWS published a case study describing how Heurist Finance built an AI-powered investment workbench on Amazon Bedrock AgentCore. AWS says the system combines market and alternative data, filings, news, portfolio construction, scenario analysis and position monitoring in a chat experience, with AgentCore services handling identity, memory, code execution, payments and observability.
Key takeaways
- AWS says Heurist Finance brings market-data research, filing and news analysis, portfolio construction, stress testing and position monitoring into one chat experience.
- Heurist deployed its agents on Amazon Bedrock AgentCore, orchestrating them with Strands and using Anthropic Claude through Amazon Bedrock.
- AWS says AgentCore payments lets the system buy premium data for individual queries, with USDC settlement on the Base blockchain network.
- The architecture includes AgentCore Identity, Memory, Code Interpreter, Observability and payments, alongside Aurora PostgreSQL, Amazon S3, CloudWatch and Secrets Manager.
AWS published a case study describing how Heurist Finance built an AI-powered investment workbench on Amazon Bedrock AgentCore. The company says Heurist Finance combines institutional-style investment workflows in a single chat experience for retail investors.
What AWS says Heurist Finance provides
According to AWS, the product gathers market data, reads filings and news, conducts deep research, builds and stress-tests portfolios, and monitors positions. Responses reflect a user's portfolio and preferences. AWS says Heurist aims to make unified risk-and-return views, whole-portfolio construction and scenario analysis available to anyone with a market question.
Heurist uses premium market, macroeconomic, fundamental and alternative data. AWS says those sources are often behind paywalls or exposed through bespoke application programming interfaces, and that no single vendor covers all of them. Instead of buying broad access in advance, Heurist chose to purchase only the data required for each question.
That approach required the agent to spend money on a user's behalf while enforcing custody, spending limits and audit requirements. AWS says each action also had to map to a specific user, session and request. The team needed persistent identity, cross-session state, isolated code execution, payment orchestration and end-to-end tracing.
Architecture on AgentCore
AWS says Heurist deployed its agents on Amazon Bedrock AgentCore and orchestrates them with Strands. The system uses Anthropic Claude, available through Amazon Bedrock. AgentCore Identity, Memory, Code Interpreter, Observability and payments support requests across the workflow.
The architecture loads portfolio data from Amazon Aurora PostgreSQL. Analysis artifacts are stored in Amazon Simple Storage Service, while traces go to Amazon CloudWatch. Credentials remain in AWS Secrets Manager. AWS says AgentCore payments connects paid data requests to USDC stablecoin settlement on the Base blockchain network.
A single user request can combine prices, macroeconomic indicators, filings, fundamentals and news. AWS says the workflow can then run correlations, scenario analysis, charts or backtests over the results. AgentCore Code Interpreter performs that work in an isolated sandbox, according to the company.
AWS says the services provide the infrastructure for paid data access, sandboxed analysis, identity, memory and observability in an auditable response. The company presents the arrangement as a way for Heurist to focus on research workflows and personalization while using AgentCore for the surrounding production components.
Source: AWS blog post “How Heurist Finance built an AI-native investment workbench on Amazon Bedrock AgentCore,” published September 9, 2026.
Frequently asked questions
- What is Heurist Finance?
- AWS describes Heurist Finance as an AI-powered financial intelligence product for retail investors. It combines research and portfolio workflows in a chat experience and reflects a user's portfolio and preferences in each answer.
- How did Heurist build the system?
- AWS says Heurist deployed its agents on Amazon Bedrock AgentCore, used Strands for orchestration and accessed Anthropic Claude through Amazon Bedrock.
- How does the system access paid data?
- According to AWS, AgentCore payments buys premium data required for a query. The service connects paid data requests to USDC stablecoin settlement on the Base blockchain network.
- What other AWS services are part of the architecture?
- AWS lists Aurora PostgreSQL for portfolio data, Amazon S3 for analysis artifacts, Amazon CloudWatch for traces and AWS Secrets Manager for credentials. AgentCore Identity, Memory, Code Interpreter and Observability support the agent workflow.