Autonomous 6-agent document intelligence suite using RAG and OCR to completely automate enterprise procurement and compliance — turning weeks of manual bottlenecks into an instant pipeline.
Enterprise procurement is one of the most document-heavy workflows in business. Procurement and compliance teams spend thousands of hours manually parsing contracts, evaluating vendor bids, verifying compliance clauses, and generating RFP responses. Nebras's client — a large-scale enterprise — was losing weeks per cycle to this manual grind, with zero visibility into the pipeline.
Legal and procurement teams manually reviewed massive volumes of vendor contracts clause-by-clause. A single RFP cycle could require weeks of document review. Cost: enormous.
Answering real-time RFP queries required pulling relevant clauses manually from hundreds of documents. Response SLAs were routinely missed, damaging vendor relationships.
Creating new contracts from scratch required legal involvement at every step. No templating, no automation, no intelligence — just manual drafting with high error rates.
Nebras is a 6-agent autonomous document intelligence suite. Each agent owns a specific phase of the procurement pipeline — ingestion, OCR extraction, RAG retrieval, compliance validation, contract generation, and audit — running in parallel with zero human intervention.
Agents automatically ingest contracts, bids, and compliance documents at scale. OCR extracts structured data from scanned PDFs and unstructured formats with near-perfect accuracy.
A retrieval-augmented generation layer indexes all documents into a live knowledge base. Real-time RFP queries are answered instantly by pulling the most relevant clauses and precedents.
The contract generation agent dynamically assembles fully compliant contracts from verified templates and extracted clauses — reviewed by a compliance validation agent before delivery.