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ramAIn automates workflows by reading, writing, and performing tasks across various applications, enhancing productivity for teams.
Key Features:
- Automates tasks across multiple applications.
- Offers both assisted and autonomous modes for flexibility.
- Provides a visual understanding of user interfaces for seamless interaction.
Use Cases:
- Streamlines invoice processing by extracting and validating data.
- Facilitates form filling across various vendor portals.
- Enhances client communications through automated email drafting.
Benefits:
- Increases productivity by automating repetitive tasks.
- Ensures accuracy with over 95% validation rates.
- Maintains data privacy with on-device processing and no external storage.
Capabilities
- Autonomously open and navigate desktop and web applications (example: opens Outlook and navigates to inbox).
- Read emails and extract structured invoice data (invoice number, amount, vendor name, due date).
- Navigate to external vendor payment portals and fill payment forms automatically using extracted data).
- Enter assistive mode and request user confirmation before submitting actions (confirm submission).
- Perform both API-based read/write operations and UI-based visual automation for applications without APIs.
- Build a visual DOM/complete visual understanding of interfaces (identify buttons, forms, data fields).Identify and map clickable elements, input fields, and navigation paths to create structured UI representations.
- Populate internal systems (e.g., Salesforce) and sync updates back to CRM after external actions.
- Extract customer/vendor data from external UIs and validate it against internal system requirements.
- Conduct intelligent business analysis of documents (e.g., check whether an invoice matches terms and surface specific findings).
- Research vendor information and external context on the web, read company documents, and draft contextualized responses.
- Perform multi-turn collaboration and iterative refinements on generated outputs (e.g., revise wording, add clauses, check compliance).
- Pull context from internal systems (Salesforce, HubSpot, ERPs, email) and combine that with data scraped from external UIs.
- Enrich workflows with web research and external document reading prior to taking action.
- Provide full transparency showing reasoning and sources for actions and the data accessed.
- Allow users to refine tasks and add more context mid-workflow (e.g., ask to check additional systems or research more info).
- Bridge systems bidirectionally, flowing data between internal APIs and external UIs (true cross-system orchestration).
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