Buried PDF Information
Your business runs on contracts, technical manuals, compliance policies, and reports. They are stored across SharePoint, email, and shared drives. Nobody can find what they need quickly, and knowledge is buried in PDFs.
Microsoft Solution Partner
|Open-source · No vendor lock-inUK · India+44 7782 500082
Enterprise Retrieval-Augmented Generation
YourDocuments.Searchable.Instantly.
Unlock the knowledge trapped inside your PDFs, contracts, manuals, and reports. We build secure, citation-backed RAG (Retrieval-Augmented Generation) pipelines that let your team get accurate answers in seconds.
No commitment No sales deck Response within 4 hours
Buried Knowledge
The Document Problem Most AI Tools Don't Solve
Traditional search tools return documents, not answers. Generic AI tools make up answers because they haven't read your files.
Hallucinating Demos
Generic AI tools give confident answers based on nothing, because they lack access to your actual files. Search tools index files but don't synthesize answers, returning documents instead of cited answers.
The RAG Solution
Vector Ingestion
Documents are chunked, converted to vector embeddings, and indexed securely.
Synthesized, Cited Answers
The system retrieves the most relevant passages from your actual content and uses an LLM to synthesize cited, accurate answers without guessing.
Applications
Document intelligence systems we build
We engineer RAG pipelines for specific data sources, query behaviors, and sovereignty demands.
Document Q&A Systems
Ask questions of your library in plain English. Runs privately in your secure cloud environment.
Q&ASovereigntyContract Intelligence
Extract terms, obligs, dates, and non-standard clauses. Compare agreements against templates.
ContractsComplianceCompliance & Policy Search
Give staff a way to query compliance procedures. Returns the exact policy section in seconds.
PoliciesSOPsTechnical Manual Search
Make technical guides searchable by symptoms or components, returning exact page numbers.
Field OpsManufacturingData Extraction Pipelines
Extract structured data from unstructured invoices or forms. Output to databases or ERPs.
ExtractionPipelines
Our Methodology
How We Build It
We don't use off-the-shelf wrappers. We build custom RAG pipelines optimized for precision.
Multi-Source Ingestion
Connect PDF, Word, Excel, email, HTML, SharePoint, and custom databases.
Chunking Strategy
Semantic, paragraph, or sliding window partitioning matching your document layout.
Sovereign Embeddings
Azure OpenAI, OpenAI, or local open-source models for data compliance.
Retrieval Optimisation
Hybrid vector search, metadata filtering, and semantic re-ranking (Cohere).
Pricing
RAG Implementation Pricing
Transparent, milestone-based tiers matching the size of your document corpus.
RAG Pilot
One document type, one use case, deployed in a sandbox. Answers whether RAG works for your queries.
£5,000–£10,000/month
What's included
- 1 document type
- Sandbox environment UI
- Accuracy evaluation
- Delivered in 2-3 weeks
Popular
Production RAG System
Full production deployment. Multiple document sources, ingestion pipeline, re-ranking, API/UI, and monitoring logs.
£15,000–£35,000/month
What's included
- Multiple document sources
- Automated ingestion pipeline
- Access controls (RBAC)
- Custom UI/API integration
RAG Support Retainer
Post-deployment maintenance: document updates, model upgrades, prompt tuning, and performance audits.
£1,500/mo/month
What's included
- Prompt & embedding tuning
- Document library sync support
- Model performance audits
- SLA support hours
Make your enterprise documents smart
Stop searching. Start finding. Contact our RAG architects to scope a secure sandbox pilot.