Atlas

Nanonets runs AI agents designed to close document-heavy business processes — invoice processing, order management, accounts payable reconciliation, supplier onboarding, and healthcare revenue cycle management — without handing exceptions back to your team. The core loop is four stages: extract data from any document format using the vendor’s OCR-3 model, resolve that data against a context graph that encodes your specific business rules and vendor relationships, handle any exception against those rules rather than surfacing it as a human task, and post results directly to your ERP or CRM.

The context graph is the feature that separates this from standard document processing pipelines. Instead of relying on a generic model to guess at approval logic, the system encodes your rules explicitly — vendor relationships, GL codes, PO matching thresholds, approval routing — so edge cases resolve the way your finance team would resolve them, and the system updates those resolutions when your team corrects one. The vendor describes this as the mechanism that allows POCs to survive contact with production volume.

Nanonets fits teams running exception-heavy, rule-bound document workflows at scale: AP departments processing millions of pages, operations teams managing order fulfillment across ERPs, or healthcare organizations automating revenue cycle steps. It fits less cleanly for teams whose processes sit outside these predefined agent types, or whose workflows require branching logic the Agent Builder’s prompt-based configuration cannot express without significant custom work. The Agent Builder lets you add steps declaratively and write prompt-based logic without coding workflow logic directly, but complex conditional branching across many steps pushes against the tool’s configuration model.

The integration catalog covers SAP, QuickBooks, Xero, Sage, Stripe, Salesforce, HubSpot, Zendesk, Google Drive, Dropbox, Box, Notion, Slack, Microsoft Teams, Gmail, Jira, Asana, and Snowflake. An API is available for custom integration. The vendor states an on-premises deployment option exists, though no downloadable binaries are surfaced publicly.