OUR PRODUCT · LIMEDOCS

Document agents that actually work at enterprise scale.

Limedocs is our agentic platform for the document-heavy work inside legal, energy, healthcare, and procurement teams. Drop in any volume of documents — the agent ingests, indexes, reasons over them, and runs the workflows that turn them into outcomes.

01 / WORKSPACES

Reason across an entire corpus.

Create a workspace, write context describing what it's for. Drag-drop documents of any size — from invoices to 1,000-page state DOT specifications. Agent reasons across the corpus with hybrid lexical + vector retrieval, metadata filters, and citation-grounded answers.

  • Multi-user collaboration per workspace
  • Azure Content Understanding · Unstructured.IO ingestion
  • Pluggable indices — Azure AI Search today, Elasticsearch tomorrow
  • Image and metadata extraction at scale
02 / WORKFLOWS

Classify, extract, review.

Define a workflow with stages, expected document types, and the fields to extract — all in natural language. Triggered by upload, email, or folder drop. Confidence-gated routing pushes clean records to the system of record and routes the rest to a reviewer with side-by-side document and field view.

  • Field-level confidence gates with rule-based routing
  • Bounding-box highlights on the source page
  • Manual edits with full undo and audit
  • Resumes the workflow exactly where it left off
ARCHITECTURE

Built on the same stack we ship for our customers.

AGENT
Microsoft Agent Framework
MCP tool servers
AG-UI streaming UX
Structured responses
INGESTION
Azure Content Understanding
Unstructured.IO
Image + metadata extraction
Page-level coordinates
RETRIEVAL
Azure AI Search (lexical + vector)
Pluggable backend (Elasticsearch)
Metadata-aware filters
Graph memory for long contexts
WORKFLOW
Stage-based execution
Confidence gates + rules
Reviewer human-in-the-loop
System-of-record sinks
USE CASES

Wherever documents are the bottleneck.

LEGAL
Case workspaces

A workspace per case. Drag-drop pleadings, depositions, contracts. Ask the agent for clause-grounded answers with citations.

PROCUREMENT
Invoice intake

Thousands of invoices per day. Confidence-gated extraction routes the clean ones to your ERP and the rest to a reviewer.

OPERATIONS
RFE analysis

Currently in production at a US-based IT services firm — analyzing requests for evidence at the scale and pace their teams need.

START A PROJECT

Tell us about the system
you can't afford to get wrong.

Whether you're standing up your first agentic system, modernizing a critical data platform, or adopting Copilot across an enterprise — we'll meet your team where they are and tell you what's actually possible.