Kaveri College of Engineering & Robotics, Bengaluru
Hosur Road, Electronic City Phase-1, Bengaluru - 560100 · Nodal Officer: Dr. R. Narayanan
1. Cross-Document Consistency Verification
Compares values declared in the Application Form against OCR text printed on uploaded PDFs, embedded QR codes / Issuing Authority APIs, and AICTE historical records.
| Application Field | Application Form | Uploaded PDF Text (OCR) | QR Payload / Authority API | AICTE DB / APH Norm | Consistency Status |
|---|---|---|---|---|---|
| Faculty-Student Ratio (FSR) | 24 Faculty | 21 Regular Faculty (PAN/APAAR Verified) | 21 Active Records | Norm: 24 Faculty (1:20) | ▲ DEFICIENT |
2. Approval Process Handbook (APH 2024–2027) Scrutiny Checklist
Every automated flag links directly to the specific document or campus photograph where the evidence was detected.
APH Clause 7.1 · Faculty-Student Ratio (1:20 Norm)
VTU Audit Certificate (VTU-KA-2026-7720) confirms 21 regular faculty against required 24 for 480 total students.
Electronic City Bengaluru Campus GPS Verification
Lecture hall photo GPS verified 46.8m from registered Electronic City Phase-1 campus center.
3. Issuing Authority Source Verification (API & Registry Sync)
Direct verification of uploaded certificates against authorized issuing portals (DigiLocker, State NOC Portal, Municipal Fire Dept, and Council of Architecture).
VTU Faculty & FSR Audit Report
VTU Academic Affiliation & Faculty Registry API
4. Laya System-1 Decision Copilot & Scrutiny Officer Sign-Off
Inspect Laya's calibrated System-1 decision primitives (choice, score, and noul) below, test counterfactual “What-If” overrides, or record your official committee decision into the SHA-256 Audit Trail.
Laya System-1 Calibrated Decision Engine
RLCD Proper Scoring · 19ms Single-PassNon-autoregressive typed decisions (choice, score, and noul primitives) computed over the multi-modal dossier state (ECE: 0.018).