NirnayAI
AI-Powered Tender Evaluation.
Precision Evaluation at Institutional Scale
NirnayAI automates criteria extraction and compliance verification with absolute traceability, transforming how government tenders are evaluated.
Capabilities
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Neural Extraction
Automatically identifies technical eligibility criteria from unstructured 500+ page PDFs with zero manual tagging.
Rule-Based Scrutiny
Cross-references bidder documents against GeM and GFR guidelines to highlight compliance deviations instantly.
Audit Traceability
Every AI result is linked to a specific paragraph in the source document, providing a legally defensible audit trail.
Platform
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Process
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Standardized workflow for CRPF procurement
Digital Ingestion
Upload multi-format tender documents. AI sanitizes and indexes metadata.
Criteria Extraction
Automated parsing of technical eligibility and financial parameters.
Rule Alignment
Real-time matching against GeM guidelines and procurement rules.
Audit Export
Comprehensive evaluation reports with full citation and traceability.
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Unlike generic LLMs, NirnayAI uses a deterministic extraction engine. Every extracted criteria is linked to a specific page and paragraph in the source document, ensuring legally defensible evaluations.
0%
Extraction Accuracy across 5,000+ tenders
0%
Reduction in manual scrutiny man-hours
Zero
Compliance deviations in pilot phase
Submission
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A PAN IIT Bangalore Alumni Association & Government of Karnataka Initiative
NirnayAI is our official submission for the AI for Bharat hackathon, co-presented by the PAN IIT Bangalore Alumni Association and the Government of Karnataka.
We are grateful to the organizers for providing this platform to tackle real-world government problem statements with measurable impact.
Theme 3: AI-Based Tender Evaluation
AI-Based Tender Evaluation and Eligibility Analysis for Government Procurement by CRPF.
Execution-First Approach
PAN IIT network brings together leading engineering talent and industry practitioners.
Team
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Testimonials
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Feedback from procurement officers using NirnayAI
“NirnayAI reduced our tender evaluation time by 70%. The automated compliance checking is a game changer.”
Rahul Sharma
Procurement Officer, CRPF
“The page-paragraph citation feature gives us complete traceability. Every decision is now legally defensible.”
Priya Verma
Technical Evaluator, BSF
“Finally, an AI tool that understands GFR compliance. The extraction accuracy is remarkable at 99.4%.”
Amit Kumar
Assistant Director, CISF
“The audit trail feature ensures we maintain CVC compliance without manual documentation overhead.”
Sneha Patel
Senior Auditor, ITBP
“We've processed 500+ tenders with zero compliance deviations. NirnayAI is now essential to our workflow.”
Vikram Singh
Procurement Head, SSB
“NirnayAI reduced our tender evaluation time by 70%. The automated compliance checking is a game changer.”
Rahul Sharma
Procurement Officer, CRPF
“The page-paragraph citation feature gives us complete traceability. Every decision is now legally defensible.”
Priya Verma
Technical Evaluator, BSF
“Finally, an AI tool that understands GFR compliance. The extraction accuracy is remarkable at 99.4%.”
Amit Kumar
Assistant Director, CISF
“The audit trail feature ensures we maintain CVC compliance without manual documentation overhead.”
Sneha Patel
Senior Auditor, ITBP
“We've processed 500+ tenders with zero compliance deviations. NirnayAI is now essential to our workflow.”
Vikram Singh
Procurement Head, SSB
“NirnayAI reduced our tender evaluation time by 70%. The automated compliance checking is a game changer.”
Rahul Sharma
Procurement Officer, CRPF
“The page-paragraph citation feature gives us complete traceability. Every decision is now legally defensible.”
Priya Verma
Technical Evaluator, BSF
“Finally, an AI tool that understands GFR compliance. The extraction accuracy is remarkable at 99.4%.”
Amit Kumar
Assistant Director, CISF
“The audit trail feature ensures we maintain CVC compliance without manual documentation overhead.”
Sneha Patel
Senior Auditor, ITBP
“We've processed 500+ tenders with zero compliance deviations. NirnayAI is now essential to our workflow.”
Vikram Singh
Procurement Head, SSB
“NirnayAI reduced our tender evaluation time by 70%. The automated compliance checking is a game changer.”
Rahul Sharma
Procurement Officer, CRPF
“The page-paragraph citation feature gives us complete traceability. Every decision is now legally defensible.”
Priya Verma
Technical Evaluator, BSF
“Finally, an AI tool that understands GFR compliance. The extraction accuracy is remarkable at 99.4%.”
Amit Kumar
Assistant Director, CISF
“The audit trail feature ensures we maintain CVC compliance without manual documentation overhead.”
Sneha Patel
Senior Auditor, ITBP
“We've processed 500+ tenders with zero compliance deviations. NirnayAI is now essential to our workflow.”
Vikram Singh
Procurement Head, SSB
FAQ
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Critical information for procurement officers
Is the data stored on foreign servers?
No. NirnayAI is a Government Cloud Native application. All data resides within NIC-authorized data centers or on-premise for strategic units.
Does the AI make final procurement decisions?
Strictly no. NirnayAI acts as a Scrutiny Assistant. Final decisions and verification are performed by the evaluating officer, supported by the AI's evidence-linked results.
Is the system GFR 2024 compliant?
Yes. The platform's evaluation logic is regularly updated to align with General Financial Rules and CVC guidelines.
How are the AI results verified?
Every result provided by NirnayAI comes with a 'Context Link' that opens the source document at the exact location from which the information was extracted.