B2B Commerce Infrastructure. Engineered for Performance. Enhanced with AI Agents.
Complex catalogs. Contract pricing. Long buying cycles.
Webscale operates the full commerce infrastructure stack and activates real-time AI across it.
Webscale operates the full commerce infrastructure stack and activates real-time AI across it.
B2B Commerce Runs on Complexity
B2B is not just ecommerce with login gates.
It includes:
100K+
SKU catalogs
Relevant experiences shorten the path from interest to purchase.
Customer-specific pricing and tiers
Relevant experiences shorten the path from interest to purchase.
Quote workflows and approvals
Relevant experiences shorten the path from interest to purchase.
ERP and PIM integrations
Relevant experiences shorten the path from interest to purchase.
High API traffic
Relevant experiences shorten the path from interest to purchase.
Long-lived sessions
Relevant experiences shorten the path from interest to purchase.
Large transaction values
Relevant experiences shorten the path from interest to purchase.
Most infrastructure breaks under this weight.
Webscale operates commerce systems built specifically for:
Common B2B Failure Points
Webscale CDP is grounded in first-party data only.
It uses:
Dynamic pricing that breaks caching
Catalog search latency under load
Database strain from complex quoting
API bottlenecks in headless builds
Traffic spikes during launches
Multi-vendor incident confusion
Cloud providers sell resources.
CDNs accelerate assets.
Managed hosts maintain servers.
Webscale owns the full request lifecycle from edge to database. One partner with full accountability.
Infrastructure That Understands Commerce
Agentic Commerce for B2B
Webscale’s AI capabilities are fully integrated across the infrastructure stack.
AI-Driven Infrastructure Signals
Because Webscale sits in the data path, AI decisions are informed by:
- Live shopper behavior
- Session context
- Real-time user conditions
Infrastructure and intelligence operate
as a closed loop.
AI Shopping Assistant for Technical Catalogs
- Conversational product discovery
- Compatibility-aware recommendations
- Policy-constrained responses
- Guided navigation for complex product sets
Designed for complex catalogs and customized vendor rules.
AI-Assisted Segmentation
- Discover high-intent procurement buyers
- Identify dormant distributor accounts
- Activate audiences directly into Meta, Google, and email platforms
Built on first-party behavioral data captured in the traffic path.
AI Without Infrastructure Context Is Guesswork
Traditional AI tools operate outside the commerce stack.
Webscale AI operates inside it.
That difference means:
No black-box
personalization
No third-party script dependency
No latency between signal
and action
No cross-merchant data training
Webscale leads the Agentic Commerce Infrastructure category for B2B.
Platform-Specific B2B Expertise
- Varnish-first caching
- Read/write database separation
- Cron and indexing optimization
- Heavy catalog tuning
- Enterprise HA deployments
- Multi-region readiness
- Content-heavy environment optimization
- B2B workflow support
- API-aware routing
- Event-driven infrastructure scaling
- Performance tuning for composable stacks
Infrastructure That Impacts Revenue
Rate Limiting
B2B leaders measure:
Session continuity
Checkout reliability
Catalog performance under load
Conversion lift from better discovery
Faster campaign activation
Reduced incident response time
Webscale converts infrastructure complexity into commerce outcomes.
From Edge to Database. No Finger-Pointing.
Webscale manages:
Application delivery
Cloud infrastructure
Databases and scaling behavior
First-party data foundation
AI orchestration readiness
We ensure your B2B applications perform at enterprise scale.
Operate B2B Commerce With Confidence
Stability under load. Intelligence in real time.
Infrastructure designed for modern B2B growth.