The compliance-review problem
Manual reviews delay decisions and leave too much room for risk.
Checking submissions against regulatory baselines means reading page by page, missing details buried in tables and images, and often shipping sensitive documents to a third-party cloud. DocuLens automates the review privately, and at scale.
Slow reviews. Incomplete evidence. Inconsistent verdicts.
- ✕Slow, sequential audits. Reviewers work through documents one at a time, taking days of effort to clear a single portfolio.
- ✕Text-only blind spots. Generic tools read plain text and miss the tables, images and formulas where key obligations actually live.
- ✕Subjective & unauditable. Pass/fail calls vary by reviewer, with no consistent scoring or citation trail to defend a decision.
- ✕Data leaves your walls. Cloud LLM tools send confidential documents off-premise, making them a non-starter for regulated industries.
Automated, private, Multi-modal verification
- ✓Whole portfolios at once. Days of manual effort compressed into minutes. A parallel agent swarm reviews many submissions concurrently.
- ✓Reads everything. Text, tables, images and voice are ingested and cross-linked, so nothing in the document is missed.
- ✓Scored & cited. A 3-tier weighted score and an 80% threshold give a consistent verdict, with page citations behind every result.
- ✓Never leaves your servers. Zero data leakage. All multi-modal vectors are stored in a local instance.
Built for regulated, high-stakes documents
Documents Don't Wait.
Neither Should You.
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On-premise
Sensitive text and image vectors stay local, zero data leakage
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Automated Compliance Threshold
Instant Compliant / Non-Compliant verdicts
-tier
Weighted Scoring
Requirements, text obligations and structure, tuned per domain
Linked Modalities
Text, tables, images and voice, in one profile
How it works
From Raw Documents to Audit-Ready Decisions
DocuLens transforms complex documents into structured,
traceable intelligence through a scalable enterprise pipeline.
Every stage builds context, validates evidence,
and delivers results that teams can trust.
Every format, one pipeline
DocuLens accepts PDFs, Office files, scanned documents, images, emails and bulk submissions. Every document is normalized and prepared for downstream analysis while preserving its original structure.
Cross-modal linking & contextual depth
Text, tables, images, forms and layouts are analyzed together to capture the full meaning of each document. Every element is linked back to its original location for complete traceability.
An orchestrated agent swarm
Extracted information is organized into a structured representation that links entities, obligations, relationships and supporting evidence. This foundation enables fast retrieval and contextual reasoning across entire portfolios.
Parallel scoring against the rules
Business rules, compliance policies and submission requirements are applied automatically to identify missing information, inconsistencies and potential risks. Every finding contributes to a transparent, repeatable assessment.
Flags, JSON and answers
DocuLens connects information across pages, documents and portfolios before generating responses. Every answer is supported by relevant evidence, confidence scores and source citations.
Reports you can act on
Generate compliance verdicts, portfolio summaries, audit reports and actionable insights with page-level citations. Every output is designed for human review, regulatory audits and enterprise workflows.
Why GraphRAG
Beyond Document Chat:
Verification Built for Accountable Decisions
DocuLens doesn’t skim text and give an opinion. It reads every modality, runs
an orchestrated agent swarm, scores against explicit rules, and verifies its
own output privately, on your infrastructure.
Multi-modal
An agent swarm, not a single prompt
Weighted scoring, not a subjective read
Verified & cited, not opaque
On-premise & private, not cloud-leaky
Understand the entire document.
Most document AI reads plain text. The obligations, figures and evidence that decide compliance often live in tables, images and formulas and get silently skipped.
DocuLens ingests text, tables, images and voice, converting images to tensors via CLIP and linking modalities cross-modally so that relationships between text, images, formulas and tables are understood, not just lost.
Audit portfolios with specialized agents
A single-shot prompt can't audit a portfolio. Ask one model to check dozens of documents and it loses track, stalls, or answers vaguely.
A MasterRouter orchestrates specialized agents — a profiler for the baseline, a dynamically-scaled swarm of compliance verifiers, a report compiler and a Q&A reasoner which reviews many documents in parallel.
Replace subjective judgment with weighted scoring
"Looks compliant to me" isn't defensible. Free-text verdicts vary by reviewer and prompt, with no consistent, explainable basis.
A domain-specific scoring model—tuned for Legal, Loan, and KYC—evaluates document requirements, content, and structure, then automatically determines compliance using an 80% threshold.
Trace every finding to its source
A confident answer with no evidence is a liability. If you can't see the missing clause or the page it came from, you can't defend the decision.
A multi-step verification loop catches risks and exceptions and handles errors before delivery. Every result lists matched justifications and missing elements, and every Q&A answer carries exact page citations.
Keep sensitive documents inside your infrastructure
Sending confidential contracts or KYC files to a third-party cloud is a compliance breach waiting to happen for regulated teams.
Zero data leakage. All multi-modal vectors (text and images) are stored in a local ChromaDB instance. Analytical work routes to your chosen models while sensitive content never leaves your perimeter.
What it does
Everything you need to
review, verify, and
defend a decision
Multimodal Ingestion & Profiling
Reads the whole document — not just the words.
- Ingests text (OCR), tables, images and voice, normalising images to tensors via CLIP
- Cross-modal linking and layout detection map relationships between text, images, formulas and tables.
Agentic Compliance Verification
A defensible verdict, not a guess.
- Extracts baseline rules, then a parallel swarm validates every client submission concurrently.
- 3-tier weighted scoring, an 80% threshold, and per-document risk flags and missing-element lists.
Interactive Q&A & Smart Outputs
Ask questions, get cited answers and shareable reports.
- Conversational retrieval over your documents with markdown structure and exact page citations.
- Structured/unstructured JSON and downloadable HTML compliance reports, rendered in-app or via API.
Built for enterprise trust
Keep every Document Private
and every Verdict Accountable
Your documents never leave your servers
DocuLens runs on open-source pipelines with local vector storage, routing tasks to the right model while keeping all sensitive content in your perimeter.
Every result checked, scored and logged
DocuLens doesn't just generate it verifies. An orchestrated pipeline turns raw documents into an auditable result.
Extract requirements, obligations and document structure to create a consistent verification framework.
Evaluate every submission concurrently against the baseline using domain-specific scoring and validation rules.
Output verification catches risks and exceptions; results are page-cited and logged before delivery.
Bring your documents.
Leave with a defensible verdict.
Thirty minutes. Your sources, your questions, a live knowledge graph and grounded answers at the end of it. No slideware.