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b2b commerce
All articles tagged with "b2b commerce".
Decision intelligence implementation insights
Agentic Pricing Intelligence: When Custom Models Set Prices Autonomously
Most B2B distributors take three days to change a price. By the time it's live, the margin opportunity has passed. Autonomous pricing agents compress this cycle from days to minutes — but only if governance is built in from the start. Without it, you hand control to a system that optimises for volume while destroying margin.
Platform capabilities and technical insights
Build vs Buy vs Partner: The AI Vendor Selection Framework for Mid-Market Distributors
Mid-market distributors face three paths when deploying AI: pre-built vendor models, custom development, or third-party APIs. Most lack a clear framework to evaluate them. The wrong choice delays implementation by 6-12 months and wastes £50,000-£200,000. This decision matrix maps implementation timeline, cost structure, and risk profile for each approach. Pre-built models deploy in 8-12 weeks at lower cost but limited customisation. Custom development takes 16-24 weeks with full control and competitive advantage. Third-party APIs offer middle ground at moderate cost and configuration flexibility. The right choice depends on data maturity, technical capacity, and competitive urgency. A distributor with clean data and a 6-month runway can pursue custom development. A distributor with fragmented systems and a 10-week deadline cannot. Four questions determine the viable path: data quality, timeline urgency, competitive differentiation, and internal technical capacity.
Decision intelligence implementation insights
The £8 Billion GenAI Governance Gap: What B2B Commerce Leaders Must Know
Forrester predicts B2B companies will lose over £6.4 billion in 2026 due to ungoverned AI use. Mid-market distributors score 4.8/10 on AI governance readiness, creating vulnerabilities in pricing, inventory, and customer communications that cascade through supply chains and destroy relationships worth millions.
WithPraxis
Client Success Stories: Real ROI from Decision Intelligence
Real ROI from decision intelligence across five distribution verticals. Anonymous case studies showing measurable outcomes: 6% margin improvements, 18% fulfilment cost reductions, and 90% error elimination. Implementation timelines, effort required, and lessons learned from actual client engagements.
Platform capabilities and technical insights
Customer Lifetime Value Intelligence: Predicting Profit Per Relationship
Most B2B distributors calculate customer lifetime value by adding up historical purchases, missing predictive factors that signal churn risk and growth opportunities. True CLV intelligence uses behavioural patterns, payment data, and market context to guide resource allocation decisions before customer value changes become obvious in purchase history.
Decision intelligence implementation insights
Why Most Commerce Businesses Don't Need AI Strategy, They Need Decision Clarity
Most B2B commerce businesses don't need a sweeping AI strategy. They need clarity on the handful of critical operational decisions that drain time and margin, one decision at a time.
Commerce operations insights and applications
Quote-to-Cash Intelligence: Why Manual Quotation Processes Kill B2B Deals
Three days to generate a B2B quote while competitors respond in hours. Manual quotation processes create systematic disadvantage—delayed responses, pricing errors, approval bottlenecks. Intelligent automation transforms quote generation from operational burden to competitive advantage.