→ Document intelligence needs exception handling, not just classification.The system should handle routine documents automatically and surface only the exceptions for human review. Flagging anything unusual is not a feature — it is the entire value proposition.
7UNIT / ENTERPRISE OPERATIONS
Operations-heavy businesses needsystems that document themselves.
Enterprise operations run on documents, workflows, and field teams. The bottlenecks are almost always the same: documents that require humans to read and route, jobs assigned by WhatsApp and tracked on paper, compliance filings that need manual classification, and decision trails that exist only in email threads. We build the systems that eliminate these bottlenecks specifically.
7UNIT / WHAT WE BUILD
AI-powered document classification and extraction pipelines. Field operations management with dispatch, geo-tracking, and SLA monitoring. Workflow automation for procurement, compliance, and approval chains. WhatsApp-native field dispatch and job management. Enterprise audit trails for regulated operational decisions.
7UNIT / KEY ENGINEERING DECISIONS
→ Field ops systems must work offline and reconcile on reconnect.Field engineers are on job sites without reliable connectivity. The system must work in degraded network conditions and reconcile when connectivity returns.
→ Workflow automation requires human override at every step.Automated workflows that cannot be interrupted create operational risk. Every automated action needs a human override path that is auditable.
Anchor case study:
Field operations management — SLA breach rate reduced from 34% to 3%. Document intelligence — 80+ documents per batch, exception-only human review. Explore →
- SLA breach rate before: 34%
- SLA breach rate after: 3%
- Documents per batch processed: 80+
- Human review: exception-only