MoSPI PROBLEM 26101//CAPACITY BUILDING COMMISSION ALIGNED
Pragyan Cadre Emblem
OFFICIAL CADRE MARK

PRAGYAN
SKILL INTELLIGENCE FOR INDIA

Automated competency diagnosis, machine learning evaluations, and hyper-personalized iGOT Karmayogi course pathways engineered specifically for ISS, SSS, and State Statistical Cadres.

Launch Live Cadre AuditExplore Interactive Simulator
CADRE COVERAGE
ISS + SSS + State DES
CURRICULUM REPO
iGOT + NSSTA TPAC
ASSESSMENT ENGINE
Zero-Hallucination ML
FRAMEWORK COMPLIANCE
CBC Matrix 2026

// INTERACTIVE LIVE DEMO

Cadre Audit Simulator

Select an official cadre profile below to observe real-time competency benchmarking, automated radar recalculations, and mapped iGOT training tracks.

Subordinate Statistical Service (SSS)EXPERIENCE: 6 Years

Statistical Officer (NSO)

Field Operations Division (FOD), Kolkata

68%
Benchmark Match
3
Critical Deficits

Competency Polar Grid

Officer Benchmark

Identified Competency Deficits

REAL-TIME INFERENCE
Advanced Sampling TechniquesCRITICAL
Domain: StatisticaliGOT: PPS & Multi-Stage Sampling
Python for Statistical ComputingCRITICAL
Domain: TechnicaliGOT: Python for Government Data
Database Management (SQL)MODERATE
Domain: TechnicalNIC: SQL for Field Analytics
Karmayogi Bharat API Ready: TPAC-2026Inspect Full Cadre Dossier

// COMPETENCY TAXONOMY

4-Domain Matrix

Standardized mapping across MoSPI functional roles under the Capacity Building Commission standards.

CBC Competency IDMoSPI Focus AreaCadre Proficiency BenchmarkMapped iGOT Training Track
CBC-STAT-01Survey Design & Sampling FramesLevel 4 // AdvancedNSSTA TPAC-001
CBC-STAT-04System of National Accounts (SNA 2008)Level 5 // ExpertCSO NAD Track
CBC-STAT-06Index Numbers & CPI/IIP ConstructionLevel 4 // AdvancediGOT-CPI-202
CBC-STAT-09Data Imputation & Validation RulesLevel 3 // IntermediateNSSTA DQM-10

// TECHNICAL SPECIFICATION

Autonomous Cadre Pipeline

How Pragyan ingests government service rules and translates them into certified personnel competencies.

01 //

Cadre Rule Ingestion

Parses official service rules (ISS/SSS), duty lists, and Annual Performance Appraisal (APAR) metrics into a structured vector database.

NLP / PDF Extraction Engine
02 //

Adaptive Diagnostic

Deploys targeted dynamic MCQ assessments calibrated by difficulty to stress-test real applied proficiency in official statistics.

Groq LPU + Zero-Hallucination
03 //

CBC Severity Index

Computes gap indices against the Capacity Building Commission standard, isolating critical promotion and audit blockers.

Mathematical Gap Matrix
04 //

iGOT Course Mapping

Directly recommends accredited modules from Karmayogi Bharat and NSSTA TPAC with verified hours and priority tags.

iGOT Taxonomy Synchronizer

// CADRE COMPARATIVE ANALYSIS

Cadre Benchmark Standards

ISS Cadre

GROUP A GAZETTED

Direct policy advisory, National Accounts compilation, macroeconomic forecasting, and institutional direction.

ENTRY EXAM:UPSC ISS Exam
CORE FOCUS:Macro Aggregates
MANDATORY iGOT:60 Hours / Year

SSS Cadre

GROUP B

Large-scale sample survey operations (PLFS, ASI, ASUSE), field inspection, data scrubbing, and preliminary tabulation.

ENTRY EXAM:SSC CGL (JSO / SSO)
CORE FOCUS:Field Operations
MANDATORY iGOT:45 Hours / Year

State DES Cadre

STATE SERVICES

Gross State Domestic Product (GSDP) calculation, municipal statistics, district handbooks, and state planning.

ENTRY EXAM:State PSC Exam
CORE FOCUS:GSDP & Planning
MANDATORY iGOT:30 Hours / Year

// TECHNICAL CLARIFICATIONS

Frequently Asked Questions

MoSPI CADRE EMPOWERMENT INITIATIVE

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