PRODUCT · LIMEDOCS

Document agents that actually work
at enterprise scale.

Limedocs is our agentic document platform. Drop in any volume of documents — the platform ingests, indexes, and reasons over them with a permission-aware agent. Build workflows that classify, extract, and route, with human review where it matters.

PRODUCT PREVIEW

HOW IT'S BUILT

Two pillars: Workspaces for thinking, Workflows for doing.

WORKSPACES

Reason across the corpus

Create a workspace, write context describing what it's for, drag in documents at any volume. The workspace agent uses lexical + vector retrieval, metadata filters, and graph memory — never burning context on full documents.

Multi-user collaboration with sharing (View / Annotate / Use AI)
Per-user private AI chat with persistent conversation history
Pluggable parsers — Azure Content Understanding, Unstructured.IO
Pluggable indices — Azure AI Search, Elasticsearch
Paragraph-level semantic search with deep-link citations
Image and metadata extraction inline
Annotations — highlights, comments, @mentions, threads

WORKFLOWS

Run them at scale

Define stages, expected document types, and fields to extract — in plain English. Trigger from UI, email, or SharePoint folder drop. Confidence-gated routing pushes clean records to your system of record and routes the rest to a reviewer.

Plain-English document and field definitions
Field-level confidence with source-coordinate citations
Rule-based routing (e.g. all fields ≥ 95% → SoR)
Human-in-the-loop only where it's needed
Resilient pipelines with automatic retry and idempotency
Content immutability — reuse extraction when unchanged

A WORKFLOW IN MOTION

From inbox to system-of-record, with review where it matters.

Trigger

Upload via UI, email to inbox, or drop into SharePoint folder.

Classify

Agent classifies each document against expected types — described in plain English.

Extract

Fields extracted with confidence scores and bounding boxes preserved.

Route

Confidence ≥ 95% → system of record. Else → reviewer email with deep link.

Review

Reviewer accepts or edits in side-by-side UI. Workflow resumes to terminal state.

PLATFORM CAPABILITIES

Everything you need to run document operations in production.

AI AGENT

Agentic search & reasoning

Multi-model AI configuration (GPT-4o, GPT-4, embeddings)
Tool use: search documents, read pages, export Excel/PDF, email
Real-time streaming responses as the agent reasons
Agent profiles — tailored behavior per workspace type
Deep-link citations to exact source paragraphs

CONNECTORS

Bring your own storage

OneDrive and SharePoint integration
Amazon S3 bucket connection
Google Drive (coming soon)
BYOS — Bring Your Own Storage with encrypted credentials
Store-only or store + ingest modes

Dual-path retrieval

Paragraph-centric lexical index for precision search
Semantic vector embeddings for meaning-based retrieval
Multi-folder, multi-document search in one query
Search-to-highlight — jump to exact paragraph in viewer
Metadata filters and permission-scoped results

ENTERPRISE

Production-grade from day one

Multi-tenant architecture with isolated data pipelines
SSO / SAML authentication
Encrypted connections and audit logging
Data residency controls and GDPR compliance
REST API for programmatic access

BUILT FOR

Designed and built for enterprise document operations — RFE analysis, compliance workflows, and knowledge retrieval at scale.

Reference available under NDA.

Document agents that actually work at enterprise scale.