Systems | Development | Analytics | API | Testing

Most people assume the model does everything in an agent. It doesn't. Sudais (Growth Strategist) sits down with Humza Khatri (Software Architect), to go inside the engine room: the custom-built agent harness that runs ARIA and Astera's other agents. CHAPTERS.

What if you could build a data pipeline by just describing it in plain English? Sudais sits down with Maha, Astera's AI evangelist and one of the thought leaders behind ARIA, to talk about Astera's helper agents: what they are, why we built them, and where they're heading. ARIA is a set of specialized agents for Astera products like Centerprise and ReportMiner. Describe what you want, like migrating data from a SQL database to Snowflake, and the agent configures the pipeline for you.

Fixing 834 enrollment files, rejected 837 claims, and HIPAA X12 validation errors can consume hours every week. Every new trading partner or requirement can mean more mapping, validation, testing, and troubleshooting for healthcare EDI teams. Astera EDIConnect helps take that work off your team. Teams can automate workflows that parse and validate HIPAA X12 transactions in a no-code, drag and drop interface. Its built-in EDI Agent helps teams create and adapt flows faster, without relying on custom code or specialized EDI resources.

Fixing 834 enrollment files, rejected 837 claims, and HIPAA X12 validation errors can consume hours every week. Every new trading partner or requirement can mean more mapping, validation, testing, and troubleshooting for healthcare EDI teams. Astera EDIConnect helps take that work off your team. Teams can automate workflows that parse and validate HIPAA X12 transactions in a no-code, drag and drop interface. Its built-in EDI Agent helps teams create and adapt flows faster, without relying on custom code or specialized EDI resources.

Watch Astera ReportMiner's Text Converter object automatically pick the right OCR engine for a creased fax, a skewed bill of lading, and a handwritten log, then turn each one into structured, exportable data. This demo walks through intelligent character recognition (ICR) in practice: a business receiving a mix of degraded scanned documents that would break a single fixed OCR engine.

Watch an AI agent in Astera Centerprise map data from Dynamics CRM to Snowflake, field by field, with data transformation, in a no-code interface. This demo walks through a real data mapping scenario: a sales team's pipeline in Dynamics CRM (accounts, deal stage, close date, and deal amount in multiple currencies) needs to land in Snowflake every night for revenue and forecast dashboards. See how the agent reads both schemas, matches fields automatically, standardizes currency, and schedules the pipeline to run unattended.

This video shows how Astera ReportMiner extracts structured data from PDFs in two ways: a reusable template for consistent layouts, and an AI-driven pipeline for documents that vary. Working from a mix of PDFs, digital and scanned, that vary in layout and quality, you can build a custom extraction logic in ReportMiner: Whether a PDF arrives with a known layout or a new one, it runs through the same pipeline into the same output, with fewer manual exceptions and less setup.

This video shows how Astera ReportMiner extracts data from documents that don't share a common layout, with no template to design and no fields to mark. Traditional pattern matching depends on documents landing in the same shape every time. Invoices from hundreds of different suppliers don't, and this demo uses that as the test case: mixed layouts, multiple languages, multi-page files, and scans. The walkthrough covers.

See how Astera ReportMiner uses AI Agents to build invoice automation workflows without the time consuming manual configuration. Upload your invoice requirements, and the Agent builds the workflow for extraction, transformation, validation, and delivery to your preferred destination. It shows each step as it works, so your team can review and verify the process before deployment. Once approved, the workflow can be scheduled to run unattended.

See how Astera turns data preparation and analytics into a conversational experience. Ask questions in plain language, prepare and analyze data, and turn the results into live dashboards without manually building every step. Astera brings structured and unstructured data into a governed data warehouse, then lets teams explore it through natural language. Every chart is traceable to its source, transformation steps, and underlying logic, so teams can validate how each answer was produced.