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Insights from the
intelligence frontier

Deep dives on AI infrastructure, market intelligence, and the future of data-driven decision-making โ€” written by the engineers and operators building PowerBargain.

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Featured ยท Machine Learning

Why Real-Time ML Is the New Baseline for Competitive Commerce

The gap between companies that price once a week and those that price in real time is no longer just operational โ€” it's existential. Here's what the shift actually requires.

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Priya Kapoor ยท Head of ML Research ยท 8 min read ยท March 2025
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Architecture

Designing for Sub-50ms Inference: Lessons from 4 Billion Daily Events

12 min read ยท Daniel Levi
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Strategy

The Enterprise AI Adoption Checklist: What High-Maturity Teams Do Differently

6 min read ยท Tunde Obi
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Case Study

How Strataform Reduced Supply Disruptions by 40% in One Quarter

5 min read ยท Solutions Team
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Machine Learning

Continuous Learning vs. Batch Retraining: When Does Online ML Actually Win?

9 min read ยท Priya Kapoor
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Strategy

Dynamic Pricing Without the Backlash: A Framework for Fair Algorithmic Pricing

7 min read ยท Zara Bell
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Product

Introducing Supplier Risk Scoring 2.0: Multi-Tier, Real-Time, and Explainable

4 min read ยท Amara Nwosu
Downloads

Guides, reports &
technical resources

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Whitepaper

The AI-Native Commerce Stack: A Technical Blueprint

32-page architecture guide for engineering and data teams building AI-powered commerce infrastructure.

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Research Report

State of Enterprise AI in Commerce 2025

Survey data from 300+ enterprise data leaders on AI adoption, barriers, and ROI expectations.

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Webinar Recording

From Batch to Streaming: Modernizing Your ML Pipeline

Live walkthrough with PowerBargain CTO Sasha Corvin โ€” 45 minutes, available on demand.

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Integration Guide

Connecting PowerBargain to Snowflake in Under 30 Minutes

Step-by-step technical guide for data engineers setting up the Snowflake reverse ETL connector.