Architecture

How MedhaIQ Is Built

Explore the technical foundation powering MedhaIQβ€”from AI orchestration and career intelligence to enterprise-grade trust, governance, and security.

Technical Blueprint

Advanced Platform Architecture

The structural blueprint powering continuous career intelligence and workforce evaluation.

Layer 1 — Career Intelligence Engine

Captures interview signals through adaptive AI interactions.

Adaptive Interview Engine

AI-driven conversations that adapt in real time to candidate responses.

Real-time Reasoning & Analysis

Interprets responses instantly to uncover depth and intent.

Multi-Persona Orchestration

Simulates stakeholder archetypes for holistic evaluation.

Resume Intelligence Integration

Extracts context and anchors stories to relevant competencies.

Dynamic Question Sequencing

Adjusts difficulty and topic flow based on performance signals.

Layer 2 — Performance Analytics Layer

Converts conversational evidence into explainable intelligence.

5-Vector Scoring Framework

Measures performance across five core vectors with calibrated scoring.

STAR Competency Mapping

Maps responses to real-world competency evidence using STAR.

Longitudinal Progress Tracking

Tracks growth over time with trend analysis and milestones.

Benchmarking & Percentiles

Compares performance against role, industry, and peer benchmarks.

Explainable Insights Engine

Generates clear, evidence-backed feedback and recommendations.

Layer 3 — Enterprise Intelligence Platform
Future Roadmap

Extends career intelligence into enterprise talent ecosystems.

Continuous Leadership Tracking

Ongoing post-hire micro-evaluations to map internal talent velocity.

Institutional Data Stack Integration

Planned APIs to sync with Enterprise HRIS, ATS, and LXP systems.

Team & Capability Analytics

Aggregate insights to measure team strengths, gaps, and readiness.

Governance & Access Controls

Enterprise-grade security with role-based access, audit trails, and data sovereignty.

Intelligence API Layer

Future-ready APIs to power partner solutions and ecosystem apps.

Multi-Model Architecture
Orchestrated using a multi-model architecture. System calls leverage foundational Large Language Models (LLMs) paired with fine-tuned, specialised internal layers:
Career Intelligence Models Leadership Evaluation Resume Parsing
Built on a privacy-first infrastructure with strict data handling standards. Optimized for responsive, real-time intelligence across the interview experience.
Career Architecture

Your Architecture For Continuous Upward Velocity

MedhaIQ adapts to every stage of your career β€” from your first interview through every milestone of your professional life.

Stage 1
Campus Entry
First placements, fresher roles, campus drive preparation
Stage 2
Early Professional
0–3 years, lateral moves, first performance reviews
Stage 3
Mid-Career
3–8 years, managerial interviews, domain depth
Stage 4
Manager
Team leadership assessments, structured behavioral depth
Stage 5
Director
Executive presence, board communication, P&L conversations
Stage 6
VP & GCC Leader
Cross-cultural leadership, global stakeholder management
Stage 7
CXO
C-suite interviews, vision articulation, enterprise transformation
Core Architecture

Practice. Polish. Place.

Three Pillars. One Outcome. Get Hired.

Build Capability

Practice

Simulate real-world interviews with role-specific question banks for 50+ global organisations. Behavioral, technical, and situational β€” all covered. One question at a time, with adaptive drill-down when your answer needs depth.

Build Executive Presence

Polish

Get instant AI feedback on communication score, filler word frequency, answer structure, and executive language calibration. Know exactly what to fix β€” not just that something is wrong.

Unlock Opportunity

Place

Track improvement across 10, 30, 50 sessions. Share your verified scorecard with recruiters. MedhaIQ measures your progress so hiring managers can see it β€” before the interview begins.

Live Engine

Engineered for Certainty. Built with Precision.

Live previews of the interview engine, scoring system, and performance intelligence dashboard.

AI Interviewer β€” McKinsey Consulting Persona
5-Vector Live Scoring
STAR Competency
0
Executive Presence
0
Technical Depth
0
Filler Words Detected: 0
Post-Interview Scorecard
83 Overall
Strengthen P&L narrative with quantified outcomes
Reduce filler words by 40% β€” focus on precision
Deepen stakeholder mapping section for board-level answers
Session Progress Tracking
S1 61 S2 72 S3 79 S4 83
TRUST & AI GOVERNANCE

Trust Architecture

Built for professionals and enterprises that expect secure, transparent, and trustworthy AI-powered career intelligence.

Privacy & Protection

We protect professional data through privacy-by-design architecture. Every interaction is encrypted, isolated by tenant, and access-controlled by role.

  • Secure AI Processing
  • Encrypted Communications
  • Privacy-first Data Handling
  • Tenant-aware Data Isolation
Privacy &
Protection
Secure AI Processing Isolated AI workloads
Encryption End-to-end security
Data Isolation Tenant-level separation
Role-based Access Granular permissions
Designed for extensibility, explainability, and enterprise-scale deployment.

Your Career Deserves Intelligence.

Practice. Polish. Place. From campus careers to global executive leadership.

Get Started