SaaS Operations & Pricing
Pure Edge Computation
B2B SaaS Net Revenue Retention (NRR) & Expansion Modeler
Decomposes enterprise customer expansion velocity, down-sell contraction, and logo churn into actionable valuation metrics.
Formula:
NRR = (Base_ARR + Expansion - Contraction - Churn) / Base_ARR
Model Parameters
Outputs & Underwriting Summary
Calculation Status
HEALTHY MEDIAN (Sustainable Growth)
Verified Model
Net Revenue Retention (NRR)
116.0%
Gross Retention (GRR): 91.0%
Net ARR Expansion
$160,000.00
Performance: HEALTHY MEDIAN (Sustainable Growth)
Cohort delivers 116.0% NRR and 91.0% GRR, yielding $160,000.00 in net ARR growth. Performance status: HEALTHY MEDIAN (Sustainable Growth).
AutoPublish AI Computational & Analytical Suite
AI Inference Architecture
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Evaluates hidden chain-of-thought token costs and monthly budget scaling for reasoning models versus standard large language models.
Distributed ML Serving
Transformer KV Cache VRAM Allocation Modeler
Models High-Bandwidth Memory (HBM) consumption for transformer attention layers during long-context serving.
Cloud Infrastructure Economics
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