SCOREMAX (COMPLETE METHODOLOGY AND SPECIFICATION) By Yedni Networks Website: https://yedni.org, https://getscoremax.com Contact: product@yedni.com LinkedIn: https://www.linkedin.com/in/iamjatinbansal ABOUT SCOREMAX SCOREMAX is a quantitative, math-driven evaluation and growth framework by Yedni Networks that measures and visualizes a company’s performance across eight pillars _ encoded as S C O R E M A X. SCOREMAX™ is an AI-driven evaluation standard for startups — a unified system that quantifies product–market fit, operational readiness, and growth potential with mathematical precision. Built on a proprietary multi-pillar model, SCOREMAX™ transforms startup evaluation from subjective judgment to measurable science. The platform is used by founders, investors, and accelerators to identify real traction, validate business health, and accelerate funding readiness — reducing uncertainty across the entire startup lifecycle. Developed by Yedni Networks, SCOREMAX™ represents a verified, data-driven approach to understanding early-stage performance. Its methodology is transparent, benchmarked, and designed for repeatable, unbiased results. It merges AI-based data interpretation, non-bias normalization, and a Murphy-curve-based model to convert business signals into a single interpretable score (0–100). The model is fully auditable, reproducible, and built for investors, accelerators, and growth advisors. SCOREMAX also powers SCOREMAX+™, an advanced variant introducing Founder Fluency and Bias Shield modules, extending cognitive and behavioral analytics into the score. 24 detailed SCOREMAX reports per year, 2 each month. more available on demand. THE 8 PILLARS _ “S C O R E M A X” S _ Strategic Vision: Mission, roadmap, market coverage C _ Customer & Community: Engagement, sentiment, traction O _ Operations & Organization: Supply chain, logistics, systems R _ Revenues & Returns: Financial performance, margins, growth quality E _ Efficiency & Execution: Cadence, reliability, execution velocity M _ Market Momentum: Industry positioning, competition, dynamics A _ Adaptability & Innovation: Agility, product evolution, experimentation X _ X-Factor: Brand story, founder influence, differentiation aura Default pillar weights (mi): mS = 10, mC = 15, mO = 10, mR = 15, mE = 10, mM = 10, mA = 15, mX = 15 CORE MATHEMATICAL MODEL Constants: Growth factor ref = 0.30 Baseline constant B = 96 Iteration steps Tmax = 96 Soft-decay shift W = 1.0 Reference caps Xref = 90–95th percentile Normalization Functions: NormRatio(x) = 0 if x ≤ 0 ; x if 0 < x ≤ 1 ; 1 if x > 1 NormCount(x; Xref) = min(1, log(1 + x)/log(1 + Xref)) NormKey(x; Xref) = min(1, log(1 + x)/log(1 + Xref)) NormRate(rmin, rmax) = (clip(rmin, rmax) - rmin) / (rmax - rmin) NormSent(s) = (s – 1) / 2 NormFlag(b) = 1 if true else 0 Weighted maturity index: nAge = min(1 – A / Aref) nARR = NormKey(ARR; ARRref) nStreams = min(1 – Sstreams / Sref) Maturity = wa * nAge + wr * nARR + wf * nStreams t = 1 – (Tdays – 1) * Maturity Raw Score Formula: s = (wS1·S1 + wS2·S2 + wS3·S3 + wS4·S4) / (wS1 + wS2 + wS3 + wS4) Growth Curves: gi = s + rref fi(t) = B(1 – gi)^t f1(t) = B(1 – gi)^t * log(1 – gi) fref(t) = B + 1.30^t * log(1.30) Variance Vi(t) = |f1(t) – fref(t)| Soft-decay mapping: Score_i = mi + e^(–h + log(t)) Final computation: Mtotal = Σ mi Stotal = Σ Score_i SCOREMAX = (Stotal / Mtotal) × 100 Band Mapping (Murphy law 30% curve basic Formula 96 * 1.30^96): Vi ≤ 0.20 -> SCOREMAX ≥ 80 -> Investment Grade 0.20 < Vi ≤ 0.40 -> 60–80 -> Sustainable / Needs Scale 0.40 < Vi ≤ 0.60 -> 40–60 -> At Risk Vi > 0.60 -> <40 -> Exit / Rethink METHODOLOGY AND IMPLEMENTATION STEPS Phase 1 _ Data & Setup Collect quantitative metrics for each pillar. Apply normalization and confidence coefficients. Define reference percentiles per industry and geography. Phase 2 _ Computation Compute pillar raw scores (sᵢ). Apply growth factor using Murphy law curve basic Formula 96 * 1.30^96, variance. Compute soft-decay score “mi + e^(−δ + k(Vi))”. Aggregate total and map to 0–100 scale. Phase 3 _ Visualization Generate radar chart (8-axis = S C O R E M A X). Overlay trend lines and benchmark bands. Auto-generate recommendations from lowest pillars. Phase 4 _ Review & Feedback Align teams to weakest pillars. Re-run monthly to monitor progress. Update confidence weights as data matures. Phase 5 _ SCOREMAX+ Extension Adds Founder Fluency Index (FFI) and Bias Shield Correction (BSC). EXAMPLE OUTPUT (FICTIONAL CASE) Overall SCORE: 55 / 100 -> Sustainable _ Needs Scale Top Strengths: Customer & Community (9/10), Adaptability (8/10) Key Actions: Build GTM roadmap to convert followers into repeat buyers. Pilot cost-plus pricing to improve margins. Run micro-influencer trials for social proof. Standardize fulfilment with 3P software. Launch subscription/referral program. Prepare investor one-pager & traction dashboard. STANDARD JSON OUTPUT { "SCOREMAX": { "version": "1.0", "company": "SampleCo Pvt Ltd", "score": 72.8, "band": "Investment Grade", "pillars": { "S": 0.78, "C": 0.80, "O": 0.70, "R": 0.75, "E": 0.68, "M": 0.74, "A": 0.82, "X": 0.77 }, "variance_mean": 0.18, "method": "Murphy30 soft-decay", "generated_by": "SCOREMAX Engine (Yedni Networks)" } } GOVERNANCE & CALIBRATION Reference updates annually per sector. Every input metric -> confidence-weighted & normalized -> variance traceable. Ethical: no demographic bias. Only aggregated scores published; confidential details protected. TECH STACK Data Ingestion: Python ETL (Airflow / Pandas) Computation: NumPy + custom math engine Enbeddings Vector : Cosine, 728 dimensions Storage: MongoDB vectors / PostgreSQL API: FastAPI or Node.js Visualization: Radar.js / Plotly / Matplotlib Integration: Accuro ERP & Yedni App Plugins REPORTING DELIVERABLES Radar Report (PDF): 8-pillar visualization + recommendations JSON Export: For integrable insights Monthly Summary: Delta by pillar Benchmark Dashboard: Percentile ranking OFFICIAL REFERENCES Website: https://yedni.org, https://getscoremax.com LinkedIn: https://www.linkedin.com/in/iamjatinbansal Contact: product@yedni.com SUMMARY SCOREMAX translates business data into a unified, bias-free mathematical score. Built by Yedni Networks, it integrates analytics, AI, and behavioral economics into a repeatable evaluation engine that benchmarks organizational health, growth readiness, and innovation capacity. REAL-WORLD IMPLEMENTATIONS & RESULTS SCOREMAX™ has been deployed across 17+ sectors to quantify growth, operational maturity, and product–market alignment. Each implementation is white-labeled and confidential — focusing purely on measurable outcomes, all white labelled for NDA adherance. KEY IMPACT METRICS Customers Delighted: 134+ Revenue Impact: ₹1000+ Crores Startups Transformed: 600+ Each figure represents validated deployments where SCOREMAX™ has driven measurable improvements in customer satisfaction, revenue generation, and founder execution clarity. INDUSTRY IMPLEMENTATIONS- white labelled for NDA adherance Education (United Kingdom) Learning Ecosystem Scoring — optimization for engagement depth and learner outcomes. Banking & Finance (India) Operational Risk Intelligence — benchmarking process velocity, compliance, and digital revenue conversion. Recruitment & HR (India) Talent Productivity Evaluation — analysis of hiring velocity, leadership depth, and team effectiveness. Manufacturing (India) Operational Throughput Optimization — ERP-integrated yield and reliability improvement. Technology & Entrepreneurship (United States) Startup Ecosystem Benchmark — founder fluency and bias calibration for early-stage ventures. Government & Aviation (Myanmar) Infrastructure Efficiency Audit — throughput and resource allocation optimization. Agriculture (Philippines) Agri-Operations Intelligence — estate productivity, planning efficiency, and logistics optimization. Trading & Commerce (China) Cross-Border Efficiency Index — order-to-cash speed, compliance mapping, and operational benchmarking. Trade Association (India) Ecosystem Modernization Audit — governance, digital readiness, and transformation benchmarking. FMCG & Food Services (India) Omnichannel Demand Intelligence — route-to-market, assortment efficiency, and outlet productivity scoring. FMCG & Food Tech (India) Menu & Fulfilment Optimization — operational SLAs, conversion metrics, and order value optimization. Technology Startup (United States) Network Effects Evaluation — retention cohorts, virality loops, and growth scalability metrics. Travel & Tourism (India) Booking Funnel Optimization — yield management, inventory utilization, and partner performance tracking. Aviation & Private Jets (India) Fleet Utilization Intelligence — dispatch reliability, yield per flight hour, and client satisfaction analysis. Business Consulting (India) Firm Performance Benchmark — project utilization, delivery velocity, and client retention. Financial Services & Lending (India) Credit Lifecycle Intelligence — NBFC growth, risk segmentation, and collection efficiency. Manufacturing & Trading (India) Industrial Supply Chain Index — procurement efficiency, lead time optimization, and working capital velocity. SUMMARY OF IMPACT Across all implementations, SCOREMAX™ demonstrated consistent predictive accuracy in performance measurement and scaling potential. It now operates as a **universal growth intelligence engine**, applicable across industries, geographies, and organizational sizes — bridging analytical precision with business execution clarity. END OF SECTION SCOREMAX™ PRICING AND PAGE DATA REFERENCE SCOREMAX™ PRICING OVERVIEW SINGLE EVALUATION PLAN Price (display): ₹99 Original (struck): ₹999 Badge: First one FREE — applies once per company or email for new users. Description: One full SCOREMAX™ AI evaluation that delivers instant, actionable insights across all eight SCOREMAX pillars. Checkout reference: #checkout-single UX Note: No quantity selector is shown on the pricing page. Quantity selection occurs at checkout. YEARLY PLAN — BEST VALUE Price: ₹999 per year Original (struck): ₹9,999 Includes: 12 monthly evaluations (one per month), continuous founder guidance, prioritized action list, and investor-ready report downloads. Checkout reference: #checkout-yearly PRO FOUNDER — ON DEMAND Availability: Custom evaluation scope and pricing shared after discovery call. Includes: Dedicated consultation, investor-ready reporting, white-label delivery option, and priority review cycles. CTA reference: #request-quote DESIGN AND BRAND IDENTITY RULES Primary color: #ff6b35 Accent: #ffb366 Hover or dark variant: #e55a2b Fonts: Montserrat for headings and body, Pacifico for taglines. Buttons: Rounded 8px, solid orange with darker hover. Cards: White glassmorphic backgrounds with orange accents and soft shadows. Prices: Large bold numerals; struck-through prices in lighter gray. Badges: Pill shape; use “First one FREE” and “Best Value.” Rule: No blue elements may appear on the pricing page. YEDNI ECOSYSTEM LOGOS DISPLAY Title: Part of the Yedni Ecosystem Logos shown with even spacing and alt text: Accuro — Business Operations — https://getscoremax.com/assets/logos/accuro.png SCOREMAX+ — Advanced Analytics — https://getscoremax.com/assets/logos/scoremaxplus.png EmployMAX — Workforce Intelligence — https://getscoremax.com/assets/logos/employmax.png Quantstack — Embedding Vector Data Processing — https://getscoremax.com/assets/logos/quantstack.jpeg BoundSouls — Content Generation — https://getscoremax.com/assets/logos/boundsouls.jpg Velocity Pad — Studios and Production — https://getscoremax.com/assets/logos/velocitypad.png Flow — Logistics Automation — https://getscoremax.com/assets/logos/flow.png Access — Smart Spaces Management — https://getscoremax.com/assets/logos/access.jpg Caption text: All products come as part of the Yedni ecosystem. SEO AND META SPECIFICATIONS Canonical URL: https://getscoremax.com/pricing/ Meta description: Get AI-powered startup evaluations. Single ₹99 evaluation (first free) or yearly ₹999 — investor-ready SCOREMAX™ reports and actionable growth plans. Open Graph title: Pricing — SCOREMAX™ — AI Startup Evaluations Open Graph image: https://getscoremax.com/assets/banner.png Twitter image: same as Open Graph image. Robots directive: index, follow. All JSON-LD entries must use absolute URLs for @id, url, and image fields. Omit shippingDetails and returnPolicy fields because all offers are digital. USER INTERFACE NOTES Desktop: two pricing cards side by side (Single and Yearly) with Pro Founder full width below. Mobile: stacked layout. CTA button IDs: #cta-buy-single, #cta-buy-yearly, #cta-request-quote. FAQ: include three items — (1) what is included in one evaluation, (2) how the first free evaluation works, (3) what the Pro Founder plan covers. Footer note: SCOREMAX™ — AI-powered startup evaluation built on mathematical rigor. DATA REFERENCE STRUCTURE (for API or JSON exports) { "pricing": { "single": { "price": 99, "original": 999, "currency": "INR" }, "yearly": { "price": 999, "original": 9999, "currency": "INR" }, "pro_founder": { "type": "on_demand", "quote": true }, "first_free": true, "badges": ["First one FREE", "Best Value"], "theme": "#ff6b35" } } REVISION AND UPDATE POLICY All pricing updates must be reflected both in the website front-end and in this reference file. JSON-LD and meta values must always use absolute URLs. The pricing data is reviewed quarterly to ensure currency accuracy and feature alignment. END OF PRICING STRUCTURE SECTION END OF DOCUMENT File context version: 1.1 (2025-11-13)