Adaptive Commerce
Commerce operations that adapt to customer behaviour
Traditional ecommerce platforms weren't built for intelligence. They display products, process orders, and track inventory - but don't understand your business, predict what customers need, or adapt to operational realities. AI features get bolted on as afterthoughts.
Adaptive Commerce is different. Built on the WithPraxis decision intelligence foundation, every interaction learns, every decision is supported, and every process evolves. The platform adapts to customer behaviour, market conditions, and operational patterns in real-time - not through configuration, through intelligence.
For B2B and B2C operations where commerce decisions directly impact revenue, efficiency, and customer satisfaction.
What you get
A commerce platform that understands your business - customers, products, operations, constraints - and adapts automatically. Order patterns inform inventory decisions. Customer behaviour shapes catalogue presentation. Operational data optimises fulfilment routing. Market signals adjust pricing.
Our customers use Adaptive Commerce to reduce manual decision-making, accelerate order cycles, and deliver experiences competitors can't match with traditional platforms. Intelligence isn't a feature - it's the foundation.
Built on the complete WithPraxis platform - all capabilities integrated natively: Bytebard Data Mesh · AI Search · Recommendation Engine · Custom LLM Deployment · PIM Toolbox · Workflow Orchestration · Commerce Intelligence Hub · Dynamic Pricing Intelligence · Smart Fulfillment Engine · Conversational Commerce Engine · Predictive Replenishment System
Core capabilities
Intelligent Product Discovery
AI-powered search understands intent, not just keywords. Visual search finds products from images. Voice ordering accepts natural language. Conversational commerce handles complex requests: "I need catering for 50 people, Italian, under £15/head."
Platform: AI Search, Custom LLM Deployment
Adaptive Catalogs
Every customer sees a different catalogue based on contracts, order history, preferences, and behaviour. AI merchandising features relevant products automatically. Pricing adjusts by customer, timing, and context.
Platform: Recommendation Engine, Ecom Manager Assist
Predictive Ordering
AI suggests complete orders based on patterns: "Your usual Thursday order + we noticed you're low on X." Smart reordering adjusts quantities based on usage. Predictive replenishment triggers orders before stock runs out.
Platform: Recommendation Engine, Insights
Powered by Predictive Replenishment System - available standaloneIntelligent Substitutions
Out of stock? AI recommends exact alternatives based on specification similarity, not just category matching. Understands product relationships, compatibility, and customer preferences.
Platform: PIM Toolbox, Recommendation Engine
Smart Fulfillment
AI determines optimal fulfilment location based on inventory, proximity, capacity, and costs. Predictive fulfilment starts picking before customer confirms. Dynamic delivery scheduling optimises routes and timing.
Platform: Workflow Orchestration, Insights
Powered by Smart Fulfillment Engine - available standaloneProactive Exception Handling
AI detects issues - out of stock, delivery delays, pricing conflicts - and resolves automatically or escalates with solutions. No manual monitoring required.
Platform: Workflow Orchestration, AI Assistants
Dynamic Pricing Intelligence
AI recommends optimal prices by customer, product, timing, and competitive position. Enforces margin guardrails. Suggests negotiation strategies. Monitors market pricing automatically.
Platform: Ecom Manager Assist, Marketing Intelligence
Powered by Dynamic Pricing Intelligence - available standaloneAutonomous Replenishment
For customers who opt in: AI fully manages their inventory - monitoring usage, predicting needs, placing orders automatically. Customers approve monthly, never manually order.
Platform: Insights, Recommendation Engine, Workflow Orchestration
AI-First Customer Support
Customers chat with AI that understands order history, products, account details. Proactive outreach: "You usually order X on Thursdays, want to add it?" Multilingual support, voice-to-chat, contextual conversations.
Platform: Custom LLM Deployment, CRM & CDP Tools
Powered by Conversational Commerce Engine - available standaloneUnified Data Foundation
Connects ERP, CRM, PIM, WMS, payment systems, marketplaces - everything. Real-time sync, no manual exports. Works with SAP, NetSuite, Dynamics, Salesforce, Akeneo, Shopify, custom systems.
Platform: Bytebard Data Mesh, PIM Toolbox
Predictive Analytics
Demand forecasting predicts customer needs 30-90 days out. Churn prediction identifies at-risk accounts. Relationship health scoring guides intervention timing. Anomaly detection flags issues early.
Platform: Insights, Marketing Intelligence
Powered by Commerce Intelligence Hub - available standaloneCompliance & Sustainability
Carbon footprint tracking per order and product. Ethical sourcing verification. Automated regulatory compliance for allergens, certifications, labelling. Waste reduction intelligence.
Platform: Business & Customer Enrichment, PIM Toolbox
How Adaptive Commerce compares
Traditional platforms weren't built for intelligence. Here's what that means in practice.
| Capability | Adaptive Commerce | Proprietary Platforms | Open Platforms | SaaS Platforms |
|---|---|---|---|---|
| Product Discovery | AI intent understanding, visual search, voice ordering, conversational commerce | Basic search with filters | Search requires development/plugins | Basic search, paid apps for enhancement |
| Personalisation | Real-time adaptive catalogues per customer, AI-driven merchandising | Rule-based personalisation | Requires custom development | Basic personalisation, limited AI |
| Predictive Ordering | AI suggests complete orders, smart reordering, autonomous replenishment | Manual reordering features | Requires custom development | Basic reorder functionality |
| Pricing Intelligence | AI dynamic pricing, margin protection, negotiation guidance | Manual pricing rules | Custom development required | Fixed pricing or complex rule engines |
| Fulfillment Optimisation | AI routing, predictive fulfilment, smart batching | Standard order management | Requires OMS integration/development | Basic fulfilment, app integrations |
| Exception Handling | AI detects and resolves automatically, proactive escalation | Manual exception management | Custom workflow development | Manual handling or basic automation |
| B2B Features | Native: credit limits, complex pricing, quotes, account hierarchies, approval workflows | Strong (built for B2B) | Requires B2B edition/modules | Add-on apps, limited native support |
| Mobile Experience | Native iOS/Android with offline mode, AR visualisation, wearable support | Mobile app available | Requires custom app development | Mobile responsive, limited apps |
| PIM Integration | Native integration with Akeneo, inriver, Salsify via PIM Toolbox | Limited PIM support | Requires integration development | Plugin-based, limited depth |
| ERP Integration | Real-time bidirectional via Bytebard Data Mesh, works with SAP, NetSuite, Dynamics, custom | Strong ERP integration | Complex integration projects | Basic integrations, middleware required |
| AI/LLM Capabilities | Custom LLM trained on your domain, deployed in your infrastructure | Limited or no AI | No native AI, requires build | Generic AI features, not customisable |
| Analytics & Insights | Predictive analytics, anomaly detection, natural language queries | Standard reporting | Requires BI tool integration | Basic reports, paid analytics apps |
| Deployment Approach | Phased implementation with pilot, then expand | Lengthy implementation projects | Complex builds requiring significant dev | Faster for simple use cases |
| Standalone Tools | All capabilities available standalone (any platform) OR as integrated platform | Platform-locked, no standalone use | Requires custom development | Limited standalone options |
| Best For | B2B/B2C with complex operations, decision-intensive commerce | Large B2B with established processes | Organisations with dev resources | B2C/small B2B, simple catalogues |
Comparison based on out-of-box capabilities as of February 2025.
Built on the WithPraxis platform
Adaptive Commerce isn't standalone - it's powered by the full WithPraxis decision intelligence foundation.
Bytebard Data Mesh
Connects Adaptive Commerce to every system in your tech stack - ERP, CRM, PIM, WMS, payment gateways, marketplaces. Real-time sync, no manual exports, works with legacy and modern systems.
Learn moreAI Search
Powers intelligent product discovery. Understands search intent, handles misspellings and synonyms, learns from behaviour, supports visual and voice search.
Learn moreRecommendation Engine
Drives personalised catalogues, predictive ordering, smart bundling, and upsell suggestions. Learns customer preferences and adapts recommendations in real-time.
Learn morePIM Toolbox
Manages product data quality, enrichment, and syndication. Ensures catalogue accuracy across all channels. Integrates with Akeneo, inriver, Salsify, and custom PIMs.
Learn moreWorkflow Orchestration
Automates order routing, fulfilment decisions, approval workflows, and exception handling. Manages multi-step processes across systems without manual intervention.
Learn moreCustom LLM Deployment
Powers conversational commerce, AI customer support, and natural language interfaces. Trained on your products, customers, and business terminology.
Learn moreCommerce Intelligence Hub
Unified operational visibility, anomaly detection, predictive alerts across all commerce operations. Available standalone or integrated natively.
Learn moreDynamic Pricing Intelligence
AI pricing recommendations, margin protection, contract automation, competitive monitoring. Available standalone or integrated natively.
Learn moreSmart Fulfillment Engine
Automated order routing, pick batching, delivery optimization, exception handling. Available standalone or integrated natively.
Learn moreConversational Commerce Engine
Natural language ordering via chat, voice, WhatsApp, SMS powered by Custom LLM. Available standalone or integrated natively.
Learn morePredictive Replenishment System
Automated B2B reordering based on usage patterns, seasonal trends, growth detection. Available standalone or integrated natively.
Learn moreWhat Adaptive Commerce enables
Who uses Adaptive Commerce
B2B Operations
- Wholesale and distribution (foodservice, industrial, medical)
- Multi-tier pricing and customer hierarchies
- Complex approval workflows and credit management
- Recurring orders and subscription models
B2C Operations
- Multi-brand retail with large catalogues
- High SKU count requiring intelligent discovery
- Personalisation and customer experience focus
- Omnichannel (web, mobile, marketplace, retail)
Hybrid B2B2C
- Trade and consumer customers on one platform
- Different pricing, catalogues, and workflows by customer type
- Unified operations and inventory management
Not for
- Simple B2C stores with <500 SKUs (over-engineered)
- Organisations not ready for phased implementation
- Businesses prioritising speed over capability
- Companies optimising for lowest cost rather than capability
Technical architecture
Adaptive Commerce is built for modern, scalable operations:
Core Architecture
- API-first, headless-ready
- Microservices for independent scaling
- Event-driven for real-time updates
- Multi-tenant SaaS model
AI/ML Layer
- Custom LLM deployment (your domain knowledge)
- Real-time recommendation engine
- Predictive analytics models
- Computer vision for visual search
Integration
- Bytebard Data Mesh for universal connectivity
- Pre-built connectors for major ERPs, CRMs, PIMs
- Webhook support for real-time events
- GraphQL API for flexible queries
Security & Compliance
- ISO 27001 certified infrastructure
- GDPR compliant by design
- Role-based access control
- Data encryption in transit and at rest
How we work together
We take a phased approach: connect your systems, train AI on your business, deploy with a pilot group, then expand based on results.
Every implementation is different - timeline and scope depend on your systems, data quality, and operational complexity. We'll work with you to define the right approach for your business.
What's typically required
- Access to your systems and data
- Stakeholder time for requirements and validation
- Team involvement for testing and feedback
Investment and timeline depend on your specific requirements. Let's discuss your operations and determine if this fits.
Already using WithPraxis capabilities?
Migrate to Adaptive Commerce when you're ready for complete transformation.
Many customers start with individual WithPraxis capabilities on their existing platforms:
- Commerce Intelligence Hub for operational visibility on Shopify
- Dynamic Pricing Intelligence for margin protection on Magento
- Smart Fulfillment Engine for warehouse automation with custom platforms
- Predictive Replenishment System for B2B auto-reordering
- Conversational Commerce Engine for natural language ordering
When ready to move beyond your current commerce platform, Adaptive Commerce includes everything you're already using - plus complete commerce stack, mobile apps, unified operations, and native integration.
Migration advantages
- We already know your data, systems, and operations
- Existing tools migrate seamlessly (no re-implementation)
- Phased migration (keep using standalone tools during transition)
- No data loss or workflow disruption
Current WithPraxis customer? Discuss platform migration →
Common questions about adaptive commerce
Common questions about adaptive commerce
What does adaptive commerce mean here?
It means adjusting operational decisions dynamically based on changing demand, behaviour and constraints.
What kinds of decisions adapt?
Pricing, stock allocation, fulfilment routing and exception handling decisions.
How is this different from automation?
Automation follows predefined rules, while adaptive systems adjust decisions based on changing conditions.
What is the benefit of this approach?
More consistent outcomes, faster response to change and improved operational performance.
Ready to move beyond traditional ecommerce?
Let's discuss whether Adaptive Commerce fits your operations.
Discuss Adaptive Commerce