MP AI Labs — Build What's Next
DOCUMENT AI & RAG SOLUTIONS

Source-Cited AI Answers Cryptographically Grounded AI Answers with Page-Level Citations

Eliminate AI hallucination risk in high-stakes business environments. Every statement generated by our systems includes an explicit citation referencing the exact source document, page number, and paragraph.

Production Performance Telemetry

Next.js 15 • Edge Hybrid Rendering

● LIGHTHOUSE 100
First Contentful Paint (FCP)
0.38s
Edge streaming SSR
Core Web Vitals
100 / 100
Perfect green score
End-to-End Type SafetyTypeScript 5.x
Intellectual Property (IP)100% Transfer
Accessibility: WCAG 2.2 AADPDP & GDPR Compliant
Problems Solved by Source-Cited AI Answers

Executive Mistrust of AI Hallucinations

Executives and legal teams cannot rely on AI outputs if they cannot independently audit and verify every single claim.

Vague Citations That Don't Point to Specifics

Listing a 300-page document title as a source is useless when an auditor needs to find the exact sentence in seconds.

How MP AI Labs Solves This

Sentence-Level Citation Mapping

Binds every generated sentence directly to the exact source chunk, page number, and paragraph coordinates.

Automated Fact Verification Filter

Runs an independent verification pass that drops any claim not 100% supported by retrieved document text.

WHAT WE PROVIDE

What We Provide in Source-Cited AI Answers

Core features and architectural capabilities built directly into your source-cited ai answers deployment.

Sentence-level citation mapping with clickable source references
Direct PDF coordinate linking that highlights source sentences in place
Automated contradiction and hallucination detection before output
Exportable audit logs documenting source chunks for compliance
Side-by-side verification viewer for legal and regulatory teams
Confidence scoring per assertion based on source evidence strength
What You Receive (Key Deliverables)
Source Citation Grounding & Evaluation Pipeline
Bounding Box Coordinate Extractor for PDFs
Independent Fact-Verification Guardrail Layer
Compliance Audit Trail & Citation Log Database
Interactive Citation Verification Web Component
How It Helps Your Business & ROI
100% verifiable answers with zero hallucination risk
Complete confidence for executive decision-making and legal audits
Immediate verification without manually flipping through files
Production Technology Stack & Standards
LlamaIndexClaude 3.5 SonnetPyMuPDFTypeScriptFastAPI
Security Hardened
OWASP & RBAC Best Practices
AI Guardrails
Deterministic Policy Filters
Data Privacy
Zero Model Training On Private Data
Multi-Cloud Deploy
AWS, Azure & GCP VPCs
High Availability
Edge Caching & Auto-Scaling
100% IP TRANSFER
ZERO LOCK-IN
PRODUCTION-READY CODE
Phased Delivery Lifecycle

How We Deliver Source-Cited AI Answers

Stage 01

Grounding Standards

Defining citation schemas, coordinate tracking, and evidence thresholds.

Stage 02

Verification Guardrails

Building secondary LLM evaluator to audit assertions against sources.

Stage 03

Viewer Integration

Wiring coordinate highlights to PDF viewer interfaces.

Stage 04

Compliance Sign-Off

Benchmarking zero-hallucination accuracy on 500+ test queries.

Ready to engineer your Source-Cited AI Answers?

Speak with our principal architects and software engineers. We will map out your exact system requirements, technical dependencies, and delivery timeline.

+91 89550 34189
•Sri Ganganagar, Rajasthan, India•Every brief gets a senior review. Reply within 24 hours.