C-Insight's advisory prepares organisations for AI. For those ready to go further — particularly in supply chain — Frits works with two purpose-built platforms: bluefabric, the AI foundation layer, and blueclip, the supply chain execution intelligence system built on top of it.
Two products. One complete system.
Most AI projects fail not because of the model — but because the data underneath is broken. The x2i platform addresses both layers separately, and together.
The Supply Chain Data Layer and MCP Server. Connects your WMS, TMS, ERP, and legacy systems, cleans and unifies your data, and exposes it to any AI agent through a governed interface. Available as a standalone product.
bluefabric.aiSupply Chain Execution Intelligence. Sits above your systems, loaded with 1,800+ codified improvement engagements, continuously finding waste, tracing root cause, and fixing it inside your rules — 24/7.
blueclip.aiAI agents are only as good as the data behind them. bluefabric connects your enterprise systems, cleans and unifies your supply chain data, and exposes it to any AI agent through a governed MCP server — with trusted calculations, not LLM guesses. SOC 2 Certified.
Plugs into WMS, TMS, ERP, EDI, spreadsheets, APIs, and legacy systems without rip-and-replace. Live in days, not months.
Detects duplicates, fills gaps, resolves conflicts, and enriches master data. Delivers deterministic supply chain calculations — not LLM approximations — so your agents get the right answer, not a plausible one.
Every agent action is validated, permissioned, and audited before it reaches your WMS, ERP, or TMS. Automation without governance is a liability — bluefabric makes it safe.
Delivered as a Model Context Protocol (MCP) server, so Claude, ChatGPT, Copilot, Gemini, and custom agents all share the same governed supply chain intelligence layer.
Why this matters for your AI strategy Bad data doesn't become smart because an LLM touched it. bluefabric fixes the foundation so that when you deploy AI agents — whether through blueclip or any other tool — they're working with clean context, trusted numbers, and governed write-back. Without this layer, you're automating the mess.
bluefabric is available as a standalone product, independently of blueclip.
blueclip sits above your WMS, ERP, TMS, and LMS, loaded with 1,800+ codified improvement engagements. It continuously finds waste, traces root cause, prices it in dollars, and fixes it inside your rules — like a consulting team that never sleeps. Built on top of bluefabric.
Dynamic min/max optimisation, seasonal positioning, and continuous demand learning across your network.
OTIF and SLA risk detection, load consolidation, carrier rate benchmarking, and order promising intelligence.
Overtime diagnostics, labour performance root cause analysis, and capacity management across warehouse and dock.
Production schedule adherence, asset reliability monitoring, and maintenance intelligence.
Contract renegotiation intelligence, inventory holding cost optimisation, and indirect cost visibility.
Self-building agents that diagnose waste, price it in dollars, act inside your rules, and verify the outcome.
Working together
C-Insight's advisory ensures you have the strategic foundation, stakeholder alignment, and readiness to deploy. bluefabric and blueclip provide the technology.
Understand where your organisation stands, where the gaps are, and whether supply chain AI deployment is the right next step.
Develop the strategic rationale, stakeholder alignment, and commercial case for advanced AI deployment in your supply chain.
bluefabric connects your enterprise systems, cleans your data, and builds the governed AI foundation layer — live in days, not months.
blueclip deploys above your systems, starts identifying waste, pricing it in dollars, and fixing it inside your rules — first findings typically surface in week one.
C-Insight supports the change management and capability building required to embed AI into daily operations and realise lasting value.
Whether you want to start with the data foundation, the execution layer, or just a conversation — book a Discovery Call with Frits to understand what's possible for your organisation.