What is ShivGanga Intelligence OS?
ShivGanga Intelligence OS is a career decision intelligence platform that helps technology professionals understand their current career situation, identify hidden gaps, and make better decisions about promotions, salary negotiations, and role transitions.
The platform combines structured intake, a rule-based scoring engine, AI-powered analysis, and career memory to generate personalised intelligence reports — not generic advice.
Career Intelligence Engine
The Career Intelligence Engine analyses over 40 input signals — role, company type, manager dynamics, appraisal history, resume depth, and market benchmarks — to produce a calibrated diagnosis of where a professional stands and what is holding them back.
- Calibration Risk Scoring — probability your appraisal rating will be defended in committee
- Promotion Readiness Score — gap analysis between current state and next-level requirements
- Market Readiness Assessment — hiring signal strength vs current technology market demand
- Intelligence Score — five-dimension career health metric updated each analysis cycle
AI-Powered Decision Support
ShivGanga uses large language models grounded in structured career data, company-type context, and regional market intelligence to generate recommendations that are specific to the user's profile — not generic career tips.
The AI layer includes: career diagnosis, appraisal strategy, resume intelligence, career health report, 90-day forecast, and an AI career companion for ongoing guidance.
All AI outputs carry financial safety disclaimers and use likelihood language. The system is designed to be transparent about uncertainty when key data is absent.
Scoring and Growth Insights
Every analysis produces explainable scores across five career dimensions. Each score includes the positive factors that raised it, the limiting factors that held it down, and the single most impactful action to improve it next cycle.
The Intelligence Score is tracked over time, giving professionals a longitudinal view of their career health trajectory — not just a point-in-time snapshot.
Privacy-First Architecture
User data is protected by row-level security enforced at the database layer. No user can access another user's data — this is enforced server-side, not by client-side checks. All AI analysis is performed in isolated server-side functions. Resume content is never stored beyond the session unless explicitly saved by the user.
ShivGanga does not sell user data. The platform is HTTPS-only with strict transport security enforced on all routes.
Built for Technology Professionals
ShivGanga is purpose-built for professionals working in technology roles — software engineers, product managers, architects, engineering managers, data scientists, and technology consultants at all career stages.
Region-aware career intelligence supports India, North America, Europe, and global technology markets. The structured methodology applies to any technology professional navigating corporate career decisions.
The intelligence framework is calibrated for documented appraisal and career progression dynamics — calibration committees, compensation structures, IT Services vs Product company norms — with region-aware depth for each market.