Local-First RAG Intelligence

Sovereign AI
On Your Terms.

The only enterprise RAG platform that runs 100% locally. Turn dark data into actionable intelligence without your IP ever leaving the server.

USER_QUERY
"Analyze the compliance risks in the uploading documents against updated APRA CPS 230 guidelines."
SHERPA_AGENT
Processing 1,240 pages... Found 3 critical risks. Generating report...
PRODUCT DEMO

See It In Action

Not vapourware. A production-ready sovereign AI platform processing 120,000+ pages.

DEMO VIDEO PLACEHOLDER

Built for Regulated Industries

From Banks to Government Agencies, DocumentSherpa unlocks the value of sensitive data without compromise.

Agentic Automation

Create intelligent workflows from business docs. E.g., "Scan all event invites for fraud risks and auto-email the risk team."

Document Intelligence

Ask questions of your data. "What were the total sales of our subsidiary last quarter and what drove the increase?"

Sovereign AI Search

Break down data silos. Contextually search inside PDFs, emails, and contracts without uploading them to the cloud.

Domain Chatbots

Deploy intelligent HR or Compliance assistants that answer employee questions 24/7 based on your internal policy docs.

The Sovereignty Gap

Enterprises are trapped between the need for AI reasoning and the imperative of data control.

Regulatory Tsunami

With the Australian Privacy Act overhaul and UAE PDPL, data residency is no longer optional.

The Token Tax

Processing millions of pages for RAG in the cloud becomes prohibitively expensive. Local inference offers a fixed-cost alternative.

Dark Data Crisis

80% of enterprise value is locked in unstructured documents too sensitive to upload to public clouds.

Unified Architecture

Sovereign Core + Serverless Scale

Collapse the entire RAG stack onto a single machine or burst to serverless for infinite scale. Use local GPUs for sensitive data, or route public data to scale-to-zero providers like Runpod.

Hardware Efficient
Peak efficiency on any GPU with >=80GB VRAM
Serverless Ready
Native Runpod integration for scale-to-zero costs
Cloud Ready
AWS Bedrock | GCP Vertex AI | Azure AI integrations out of the box for AI services if preferred over self deploying models
docker-compose.yaml
01 services:
02 rag_service:
03 image: sherpa/core:v2
04 rag_worker:
05 image: sherpa/worker:v2
06 concurrency: 8
07 ocr_worker:
08 image: sherpa/ocr:v2
09 deploy:
10 - device_ids: ['0']
11 runpod_ocr:
12 image: sherpa/runpod-bridge
13 environment:
14 - STRATEGY=scale-to-zero
15 - RUNPOD_URL=https://api.runpod.io/v2/abc-123
16 - RUNPOD_API_KEY=rpa_...qt9j
17 - HF_MODEL=meta-llama/Llama-3.2-11B-Vision

Sovereign Capabilities

Engineered for depth, transparency, and control.

rag_pipeline.py STATUS: HEALTHY
> Ingesting Folder: /data/finance_docs (452 files)...
[INFO] JSON Repair active Fixed 12 malformed objects

Enterprise-Grade Robustness

Stop debugging broken pipelines. Unlike competitors that require endless pre-processing and hand-holding, DocumentSherpa is a fire-and-forget engine. Drop a folder of 10,000 messy PDFs, scans, and mixed formats, and walk away. Our battle-hardened ingestion pipeline handles the cleaning, repair, and normalization automatically.

Total Observability

Black boxes are unacceptable for compliance. Trace every answer back to its source with our interactive Knowledge Graph Visualizer.

  • Interactive Graph Explorer
  • Cypher Querying
Knowledge Graph Visualization
PDF Source Verification

Adaptive Chunking & Verification

Standard RAG destroys document structure. Our Adaptive Chunking algorithms preserve tables, headers, and layout, enabling visual citation that highlights the exact source paragraph in the original PDF.

Embeddable Knowledge Chatbots

Deploy a customisable chatbot for your customer easily. Embed knowledgebase-scoped assistants directly into your existing portals or public websites with a simple JS snippet.

Chatbox Interface Multilingual Chatbox

API-First Design

Built on FastAPI. Every capability is exposed via documented endpoints for headless integration.

Ontology-Guided

Define a domain ontology to force the GraphRAG engine into a structured schema.

Multimodal Native

Ingest PDF, DOCX, PPTX, Images, and Markdown.

Multi-Retrieval Agent Framework

Built on LangChain, our agents orchestrate a symphony of search methods to ensure zero hallucinations and maximum context.

1. PageIndex Triage

Hierarchical navigation narrows search space.

2. LangExtract

Semantic extraction of entities via Ontology.

3. GraphRAG Reason

Graph traversal for multi-hop reasoning.

ENTERPRISE EXTENSIONS

Extend Capability with Modules

DocumentSherpa is built on a modular architecture. Drop in premium capabilities as your needs grow.

v1.0

Graph Visualizer

Interactive D3.js knowledge graph exploration. Audit relationships and debug reasoning paths visually.

mindlattice-rag-graph-visualizer
v1.0

Docling High-Fidelity

Advanced layout-aware parsing for complex scientific papers and financial reports. Reconstructs reading order perfectly.

mindlattice-rag-docling
v1.0

PDF Source Visualizer

Click-to-citation verification. Highlights the exact source paragraph in the original PDF for every AI answer.

mindlattice-rag-pdf-visualizer
v1.0

Multi-User & SSO

Enterprise Identity Management (OIDC/SAML) and Role-Based Access Control (RBAC) for team collaboration.

mindlattice-rag-multiuser
v1.0

Advanced Cypher

Power user interface for running complex Cypher graph queries directly against the knowledge base.

mindlattice-rag-cypher
v1.0

Serverless OCR

Integration with Runpod to offload heavy OCR tasks to serverless GPUs, enabling scale-to-zero cost efficiency.

mindlattice-rag-runpod

Roadmap

We are building the operating system for sovereign intelligence. Here is what is shipping next.

View Full Changelog
Q4 2025
SSO & RBAC
Q1 2026
AgentBuilder UI
Q1 2026
Connectors
R&D
LangExtract v2
Early Access Program

Ready to Sovereign Your AI?

Stop sending your sensitive data to the public cloud. Deploy DocumentSherpa on your own infrastructure today.

Proof of Value

We'll process a sample of your documents to prove the sovereign advantage.

Architecture Review

Our engineers will validate your hardware (local or serverless) for optimal text-inference.

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