Manufacturing
Factory Zero Trust, predictive maintenance AI at the edge, supplier portal API security, dealer e-commerce performance, and CUI protection.
The problem
Centralized cloud inference adds 200–400 ms round-trip latency that makes real-time quality inspection and anomaly detection impractical on high-speed production lines running at 100+ parts per minute. Building edge AI infrastructure from scratch requires GPU procurement, Kubernetes orchestration, and DevOps investment at every factory site. McKinsey reports only 30% of manufacturers have scaled Industry 4.0 beyond pilot stage, largely due to infrastructure complexity.
How Cloudflare solves it
Workers AI delivers serverless GPU inference across 330+ PoPs globally, enabling real-time anomaly detection and classification within 50 ms of the factory. AI Gateway provides unified observability across all LLM providers (for design copilots, maintenance chatbots, quality report generation), with prompt caching (20–40% token cost reduction) and automatic model fallback. No GPU fleet management or factory-by-factory deployment required.
Products
Workers AI, AI Gateway, Workers, KV, Vectorize
Customer KPIs
Unplanned downtime reduction (↓ 20–40%); defect detection accuracy (>99% with AI-assisted inspection); cost per inference (↓ 40–60% vs. centralized); P95 inference latency (<50 ms at edge); time-to-deploy new AI model at factory (days vs. weeks)
The problem
Multi-model AI stacks across engineering, factory operations, supply chain, and field service generate unpredictable spend with no cost attribution per business unit or use case. Silent model degradations cause quality prediction failures or supply chain forecast errors without notification. Deloitte projects AI will grow from <20% to >50% of manufacturing IT spend by 2029. With 80% of manufacturing executives planning to invest 20%+ of improvement budgets in smart manufacturing (Deloitte 2026), cost governance is essential.
How Cloudflare solves it
AI Gateway acts as a unified proxy for all LLM providers: real-time spend analytics with cost attribution per factory, business unit, and application. Prompt caching reduces repeated query costs by 20–40% (critical for repetitive maintenance and quality queries). Rate limiting prevents cost overruns from runaway experiments. Automatic model fallback maintains SLA when a provider degrades. DLP integration prevents sensitive product designs and process parameters from leaking to external providers.
Products
AI Gateway, Workers, DLP
Customer KPIs
LLM spend per factory/business unit (↓ 20–40% via caching); model availability SLA (99.9% via fallback); mean time to detect model degradation (<1 min); cost per inference request (full attribution); AI budget variance vs. plan (<5%)
The problem
Undeclared AI crawlers extract product specifications, maintenance procedures, and engineering data from manufacturer portals and knowledge bases. Traditional bot controls cannot distinguish legitimate customers and dealers accessing documentation from sophisticated AI scrapers using residential IPs. Caterpillar, Siemens, and Honeywell invest hundreds of millions annually in R&D; their public technical content represents significant competitive advantage that AI scraping commoditizes.
How Cloudflare solves it
Bot Management identifies and blocks unauthorized AI scraping with ML-based detection achieving 99%+ accuracy. AI Crawl Control provides granular per-bot and per-path controls for known AI crawlers (GPTBot, ClaudeBot, etc.). AI Labyrinth deploys honeypot content that wastes scraper compute without impacting legitimate dealer and customer access. Together, these create a layered protection strategy for the manufacturer's most valuable public-facing IP.
Products
Bot Management, AI Crawl Control, WAF, Managed robots.txt, AI Labyrinth, Turnstile
Customer KPIs
Unauthorized AI crawl requests blocked (%); bandwidth cost reduction from eliminated scraper traffic; content IP exposure score (reduction); dealer/customer portal availability (maintained); R&D IP exfiltration events (zero)
The problem
MPLS circuits cost $500–$5,000/month per remote site across hundreds of locations. VPN credentials are the primary initial access vector for manufacturing ransomware (Dragos: 88% of OT networks struggle with detection and response). Separate security consoles for SWG, CASB, DLP, and email create policy inconsistency across a fragmented IT estate. ITW's 88-division model means each division operates its own IT, making centralized security governance nearly impossible with point solutions. CMMC Phase 1 (Nov 2025) adds compliance pressure for defense supply chain manufacturers.
How Cloudflare solves it
Cloudflare One replaces VPN + MPLS + SWG + CASB + DLP + Email Security with a unified SASE platform. Access (ZTNA) enforces per-request identity and device posture verification for every employee, contractor, and supplier across all factory sites. Cloudflare WAN replaces MPLS for factory-to-cloud and warehouse connectivity with anycast IPsec/GRE tunnels. Gateway (SWG) inspects all Internet-bound traffic. CASB and DLP protect product designs, process parameters, and CMMC-classified CUI in SaaS applications.
Products
Cloudflare One: Access (ZTNA), Gateway (SWG), CASB, DLP, Browser Isolation, Email Security, DEX, Cloudflare WAN, Network Interconnect
Customer KPIs
Security vendor count (target: <10 from 50+); VPN-related security incidents (zero); MPLS cost elimination per site ($500–$5K/month); CMMC Level 2 compliance readiness; NIS2/IEC 62443 audit findings (reduction); annual security spend reduction (30–50%); MTTD (<5 min); MTTR (<30 min)
The problem
DDoS attacks on manufacturer web properties, supplier portals, and remote access gateways can mask deeper intrusion attempts or directly disrupt order-to-delivery workflows. Phishing emails targeting factory floor supervisors and engineers are the leading ransomware delivery vector. Manufacturing websites, product configurators, and B2B portals are targeted for competitive scraping and credential stuffing. Legacy WAF rules generate excessive false positives that block legitimate B2B transactions.
How Cloudflare solves it
Unmetered DDoS protection mitigates volumetric attacks automatically in under 3 seconds. Magic Transit provides network-layer protection for manufacturer IP ranges, absorbing attacks before they reach factory-adjacent IT infrastructure. Email Security (Area 1) blocks phishing at the pre-delivery stage, stopping the #1 ransomware entry vector. WAF Managed Rules and Bot Management protect B2B portals and supplier-facing applications with near-zero false positives.
Products
DDoS Protection (Unmetered), Magic Transit, Email Security, WAF (Managed + Custom Rules), Bot Management, Rate Limiting
Customer KPIs
DDoS mitigation time (<3 s automatic); phishing emails blocked at pre-delivery (%); factory IT availability during attack (100%); ransomware incidents originating from email (target: zero); B2B portal uptime (99.99%); false positive rate on B2B transactions (<0.1%)
The problem
Shadow AI creates uncontrolled data exfiltration pathways for the most valuable IP in manufacturing: product designs, process recipes, supplier cost structures, and CMMC-classified CUI. CMMC Level 2 requires 110 security controls aligned to NIST 800-171, including media protection and information flow enforcement that shadow AI directly violates. EU AI Act classifies industrial safety systems as high-risk, creating additional compliance exposure. Blanket AI bans damage engineering productivity: Deloitte reports 80% of manufacturers investing in smart manufacturing skills.
How Cloudflare solves it
Cloudflare One's Gateway discovers all AI tools in use across the organization with AI category filtering. DLP inline scans prompts and blocks sensitive data (CAD files, process parameters, CUI markings, source code) from being entered into AI tools. Browser Isolation renders AI sessions remotely, preventing copy/paste exfiltration and screenshot capture. This creates an "use AI safely" posture: enabling engineering productivity while maintaining CMMC, NIST 800-171, and NIS2 compliance.
Products
Gateway (SWG with AI category filtering), DLP (inline + API), Browser Isolation, CASB, AI Security Report
Customer KPIs
Shadow AI tools discovered; sensitive data incidents prevented from AI tools (100%); CMMC Level 2 CUI protection controls (compliant); NIST 800-171 media protection audit findings (zero); NIS2 management liability exposure (zero); engineering AI adoption rate (enablement metric)
The problem
B2B API sprawl (hundreds of endpoints across supplier portals, dealer ordering systems, parts catalogs, and IoT device management) means the attack surface grows with every new supplier onboarded or dealer integration launched. Shadow APIs from legacy EDI bridges and custom integrations remain undocumented. Credential stuffing targets dealer portal accounts to access pricing, inventory, and order placement. Business logic abuse exploits warranty claim APIs and procurement workflows. CISA warns that gray market component ordering through compromised B2B channels threatens critical manufacturing supply chains.
How Cloudflare solves it
API Shield automatically discovers undocumented (shadow) APIs across B2B infrastructure, validates incoming requests against OpenAPI schemas, and detects business logic abuse through Sequence Analytics. mTLS enforces mutual authentication between manufacturer and supplier/dealer systems. Rate Limiting prevents volumetric abuse of ordering and parts lookup APIs. Schema Validation ensures only well-formed EDI-to-API bridge requests reach backend systems.
Products
API Shield (Discovery, Schema Validation, Sequence Analytics, Abuse Detection), WAF, Bot Management, Rate Limiting, mTLS
Customer KPIs
Shadow APIs discovered and protected; API abuse incidents blocked (>95%); false positive rate (<0.1%); time to protect new B2B API (<1 hr); dealer/supplier portal availability (99.99%); warranty claim fraud reduction
The problem
Product configurators serving complex industrial products (pumps, compressors, HVAC systems, automation components) require sub-second response times across global dealer networks. Spare parts catalogs with millions of SKUs and cross-reference lookups generate heavy origin load. Bot campaigns scrape pricing data, inventory levels, and product specifications for competitive intelligence. Traffic spikes from new product launches or seasonal maintenance cycles overwhelm legacy infrastructure.
How Cloudflare solves it
CDN with Tiered Cache delivers dealer portal and e-commerce content from 330+ PoPs globally, reducing origin load by 60–80%. Load Balancing with health checks ensures continuous availability. Bot Management blocks pricing scrapers and inventory monitors with 99%+ accuracy while preserving dealer experience. Argo Smart Routing reduces latency 30–50% for configurator and parts lookup interactions. Waiting Room manages surge traffic during product launches and seasonal peaks.
Products
CDN (Tiered Cache, Cache Rules), Load Balancing, Argo Smart Routing, Bot Management, WAF, Waiting Room, Web Analytics
Customer KPIs
Parts portal P50/P95 page load (<1 s globally); configurator conversion rate (↑ from reduced latency); origin load reduction via caching (60–80%); invalid bot traffic reduction (↓ 70%+); dealer portal uptime (99.99%); aftermarket digital revenue growth
The problem
Cloud egress fees ($0.05–0.12/GB) compound as IIoT telemetry, quality images (visual inspection generates GBs per shift), and cross-plant analytics move between clouds. A factory with 10,000 sensors generating data every second produces 1–5 TB/day. Multi-cloud networking between PLM (Azure), IIoT (AWS), and ERP (SAP on-prem or cloud) is complex and expensive. IDC estimates manufacturing cloud adoption at 35%, meaning hybrid architectures with heavy data movement are the norm, not the exception.
How Cloudflare solves it
Cloudflare R2 (S3-compatible object storage, zero egress fees) provides a cloud-agnostic data layer for IIoT telemetry archives, quality inspection images, and supply chain analytics data. Cloudflare WAN provides unified factory-to-cloud and cloud-to-cloud connectivity, replacing MPLS between manufacturing sites and cloud environments. Argo Smart Routing reduces cross-cloud transfer latency. Network Interconnect (CNI) provides dedicated connectivity for high-bandwidth data pipelines.
Products
R2 (zero-egress storage), Cloudflare WAN, Argo Smart Routing, Network Interconnect (CNI), Load Balancing
Customer KPIs
Cloud egress spend reduction (50–80%); cross-cloud latency improvement (20–40%); R2 storage cost vs. S3 (↓ 90%); network vendor count reduction; ops hours saved on multi-cloud networking; IIoT data pipeline cost per GB