DocuMindz: financial document review in a fraction of the time
Bookkeeping, tax, audit and compliance reviews meant analysts extracting figures by hand from long, multi-tab documents in every format. DocuMindz reads them, rates risk red, amber or green, and answers questions in plain language — with every step on the audit trail.
What stood in the way
Unstructured, complex formats
Reports, contracts, invoices and compliance documents in PDF, Word, Excel and scans, each laid out differently.
Time-consuming manual review
Analysts and accountants spending hours extracting, verifying and summarising multi-tab documents.
Tables and calculations lost
Standard tools missing dynamic tables, nested headers and formula-driven Excel data.
No contextual understanding
OCR and RPA extract text but not the relationships between sections and financial metrics.
Scattered repositories
Files across drives, email and folders — impossible to query or summarise at scale.
Risk of human error
Manual summaries missing anomalies and deadlines that matter for audits and filings.
From diagnosis to design
What we found
- Document workflows analysed: three bottlenecks — extraction, risk categorisation, cross-checking
- Document types and volumes of repetitive manual work mapped
- Gaps in compliance review where errors could reach clients
What we did
- AI-powered ingestion and categorisation of every client PDF
- A RAG model configured to highlight financial risk areas instantly
- Conversational, natural-language search
- All financial documents centralised in a secure, intelligent repository
How it is built
- UploadWord, Excel, PowerPoint, PDF, JPG
- Document parserOCR + LayoutLMTableNet for tables
- Knowledge pipelineChunking · embeddingVectorisationDossier module · memory
- Agentic RAGAgents over the vector DB, MongoDB and LLM
- ResponseAnswer with sourcesRed / amber / green risk report
Ask it in plain language
The questions the team asks every day, answered from the documents themselves — with the source a click away.
Questions from the project brief; the answers shown are illustrative.
What the client gained
Multi-format intelligence engine
PDFs, Word, Excel, scans and PowerPoint in one upload, normalised into structured data.
Agent-led document analysis
Agents look for red flags, classify risk and write a summarised risk report.
Auto-categorisation & tagging
Invoices, agreements and audit reports tagged; amounts, dates, companies and risk clauses highlighted.
Tables + formula interpretation
Multi-line tables from Excel and PDF, with calculations interpreted and summarised.
Regulatory, tax & financial use
Chartered accountants automate reviews; legal extracts clauses; compliance finds anomalies.
Audit trail & versioning
Every question, insight and document change tracked — built for regulated industries.
Technology
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An engineer reads every enquiry, not a sales script. We come back with an approach, a team and a plan you can hold us to.