--- title: "About bluefabric — The Supply Chain Data Layer for AI Agents" description: "bluefabric is the supply chain data and intelligence layer between operational systems and AI agents. Built by x2i, it unifies WMS, TMS, and ERP data, cleans master data, and exposes a governed MCP interface with SOC 2 Certified controls." url: https://bluefabric.ai/about/ source: content/about/index.html --- Company # Where supply chain data _becomes agent intelligence._ We believe AI agents are only as useful as the operational context behind them. bluefabric exists to give every AI agent the supply chain brain it is missing — **clean data, trusted calculations, self-describing objects, and governed actions** across the systems companies already run. Stop automating the mess. Fix the brain. [See bluefabric Live →](/demo/) [Explore Architecture →](/architecture/) 1,000+ Supply chain projects coded into the model 200,000+ Data markers, relationships & operational patterns 300+ Trusted calculations & agent tools 100% Built for agentic supply chain workflows Our mission ## Give every AI agent _the supply chain brain it needs._ Most companies do not fail with AI because the model is bad. They fail because the agent is sitting on top of fragmented systems, duplicated records, stale data, missing attributes, spreadsheet fixes, and business rules nobody encoded. **bluefabric fixes the foundation.** We connect the systems where supply chain data lives, enrich what is incomplete, map it into a common supply chain model, and expose it through MCP so any agent can reason, calculate, and act safely. Clean context in. Better agents out. ![](https://pub-6d0b5b97762c4335b5b515672d21523f.r2.dev/img/technology/abstract-purple-blue-particle-wave-dark.jpg) Message from our CEO ## Why we built _bluefabric._ // leadership We kept seeing the same problem: companies wanted AI agents, but the agents had no reliable supply chain context. The data was scattered across WMS, ERP, TMS, spreadsheets, portals, and legacy tools. Even when the model was good, it was forced to guess from messy inputs. bluefabric was built to solve that foundation problem. It gives agents the data layer they actually need: clean objects, supply chain relationships, trusted calculations, and governed actions. Not another chatbot. Not another dashboard. **The operational brain behind useful AI.** Joanna Pachnik Chief Executive Officer Previously: Ernst & Young, Mars ![](https://pub-6d0b5b97762c4335b5b515672d21523f.r2.dev/img/technology/network-nodes-white-lines-dark-background.jpg) What we stand for ## Principles that guide _everything we build._ Not slogans. **Operating principles** grounded in real supply chain work. 01 · Foundation Fix the brain, not the prompt. Better prompting does not fix broken data. Agents need clean context, not longer instructions. 02 · Reality Built for messy reality. WMS, ERP, TMS, Excel, APIs, EDI, portals, and legacy systems — bluefabric is built for the stack companies actually have. 03 · Numbers Trusted numbers or no numbers. LLMs are not calculators. If an agent cannot verify the number, it should not say the number. 04 · Governance Governed action, not agent chaos. Agents should not write directly into critical systems. Every action needs permission, policy, approval, and audit. 05 · Portability One model. Any agent. Claude today. ChatGPT tomorrow. blueclip, Copilot, Gemini, or custom agents after that. The model will change. Your operational brain should not. 06 · Substance Substance over AI theater. No vague copilots. No hallucinated KPIs. No automation on top of broken processes. ![](https://pub-6d0b5b97762c4335b5b515672d21523f.r2.dev/img/warehouse/dark-warehouse-aisle.webp) Our story ## Born from the gap between AI ambition _and operational reality._ Every company wants useful AI agents. **But supply chain AI breaks quickly when the agent does not understand the operation.** One system owns the **order.** Another owns **inventory.** Another owns **shipment status.** Another owns **exceptions.** Another spreadsheet owns **the truth nobody automated.** The result is predictable: agents summarize bad data, calculate unreliable numbers, and explain wrong answers beautifully. **So we built bluefabric.** Not another dashboard. Not another generic AI wrapper. Not another tool asking the model to guess from raw exports. The agent gets a brain. The enterprise keeps control. O Orderslive in the ERPsilo I Inventorylives in the WMSsilo S Shipmentslive in the TMSsilo E Exceptionstracked by a plannersilo X The real numbersin a spreadsheetsilo 5 silos · 1 agent · 0 context ![](https://pub-6d0b5b97762c4335b5b515672d21523f.r2.dev/img/technology/network-graph-nodes-cyan-orange-dark.jpg) What bluefabric does ## Ingest. Enrich. Unify. _Calculate. Use._ Five layers that turn fragmented operational data into a supply chain brain any agent can use. 01 Ingest Connect every source — WMS, ERP, TMS, EDI, Excel, APIs, portals, data lakes, and legacy systems. → 02 Enrich Detect duplicates, gaps, bad descriptions, inconsistent naming, and conflicting values — then resolve them. → 03 Unify Map fragmented data into a common supply chain model built from 1,000+ real projects. → 04 Calculate Trusted calculations for fill rate, OTIF, landed cost, lead time variance, service risk, and exposure. → 05 Use Expose the model through MCP so blueclip, Claude, ChatGPT, Copilot, Gemini, and custom agents share the same brain. One fabric. Every system. _Any agent._ Built by x2i ## Supply chain experience _turned into software._ bluefabric is built by **x2i**, combining senior supply chain expertise, engineering, data modeling, and agentic AI infrastructure. The team behind bluefabric has worked across warehouse operations, transport, ERP, WMS, TMS, supply chain transformation, data cleanup, and operational improvement. That experience is encoded into the product: **data models, enrichment logic, object manuals, trusted calculations, and governed workflows** agents can use from day one. Consulting knowledge embedded into software that does not sleep. ![Warehouse team walking through a bright, modern distribution centre — supply chain expertise behind the product](https://pub-6d0b5b97762c4335b5b515672d21523f.r2.dev/img/warehouse/workers-team-distribution-center.webp) // supply chain in practice Encoded into the product Data modelsOrders, SKUs, shipments, inventory, customers, suppliers — pre-modeled for agent reasoning. EnrichmentDuplicate detection, gap-filling, naming normalization, conflict resolution. Object manualsSelf-describing entities with lifecycle, relationships, tools, and escalation rules. CalculationsFill rate, OTIF, landed cost, lead time variance, service exposure — deterministic. WorkflowsGoverned write-back, permissioned actions, full audit trail. Global presence ## Our _offices._ A distributed team across three regions — close to the supply chains we serve. ![Chicago skyline](https://pub-6d0b5b97762c4335b5b515672d21523f.r2.dev/img/cities/chicago.webp) North America Chicago & New York City United States ![Warsaw cityscape](https://pub-6d0b5b97762c4335b5b515672d21523f.r2.dev/img/cities/warsaw-2.webp) Europe Warsaw Poland ![Perth cityscape](https://pub-6d0b5b97762c4335b5b515672d21523f.r2.dev/img/cities/perth-3.webp) Asia-Pacific Perth Australia Get in touch ## Talk to _our team._ Whether you want to explore bluefabric, request security documentation, discuss a partnership, or understand how it fits with blueclip or your own agents — we'd love to hear from you. General & Sales [hello@bluefabric.ai](mailto:hello@bluefabric.ai) Inquiries, pricing, demos, and partnerships. Support [support@bluefabric.ai](mailto:support@bluefabric.ai) Technical support and platform questions. Security [security@bluefabric.ai](mailto:security@bluefabric.ai) Vulnerability reports, SOC 2 documentation, and security concerns. Partnerships [partners@bluefabric.ai](mailto:partners@bluefabric.ai) Technology, implementation, and ecosystem partnerships. Press [press@bluefabric.ai](mailto:press@bluefabric.ai) Media inquiries and press resources. Legal [legal@bluefabric.ai](mailto:legal@bluefabric.ai) Legal inquiries, contracts, and compliance. Send us a message ## Have a question? We'll get back within one business day. Tell us a bit about you and what you're looking to explore. Name Work Email Company Message Send Message → We'll only use your information to respond to your inquiry. No spam, ever. ![](https://pub-6d0b5b97762c4335b5b515672d21523f.r2.dev/img/technology/abstract-magenta-particle-explosion-dark.jpg) Ready to give your agents a supply chain brain? ## Connect the systems. Clean the context. _Trust the calculations._ No rip-and-replace. No hallucinated KPIs. No automation on top of broken data. Govern every action. Audit every call. Plug in any agent. [See bluefabric Live →](/demo/) [How it works →](/architecture/)