Arc Collective — Enterprise AI, Deployed.

What We Do

Enterprise Workflow Automation

Connect siloed data sources — ERP, email, SharePoint, Slack, legacy documents — so information flows automatically, not through manual copy-paste.

AI-Driven Decision Workflows

Turn your accumulated decision data into production-grade AI workflows — traceable, controllable, deployable, embedded directly into existing systems.

No massive system overhaul. Unlock value from your existing assets.

Deployed Solutions

Logistics

Global supply chain company · $750M revenue · Operations in 50+ countries

Pain Point: Hundreds of daily customer emails — booking confirmations, delay notices, destination changes — all processed manually, one by one
Solution: AI auto-parses emails, extracts key info, executes routine updates, flags anomalies for human review; network optimization engine computes optimal routing
Result: Email processing from hours to seconds. Humans only handle true exceptions that require judgment.

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Procurement

US-listed manufacturer · $440M revenue · NASDAQ

Pain Point: Procurement team manually compares supplier quotes against historical prices — different SKUs, product revisions, slow and error-prone
Solution: AI indexes all historical quotes, matches by product characteristics (not just SKU), uncovers hidden price discrepancies
Result: Purchasing decisions shift from gut feel to data-backed. Price anomalies visible at a glance.

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Manufacturing

Multinational industrial equipment manufacturer · Products in 150+ countries

Pain Point: RFQ processing requires manual product matching and history lookup; manufacturing cost variance buried in layers of data beyond Excel's reach
Solution: AI-powered 4-scenario auto-quoting — standard / configured / historical reference / escalation; 3-layer drill-through cost analysis pinpoints variance sources
Result: RFQ response time from hours to minutes. Manufacturing cost variance reduced 27% within one month.

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Retail

Global retail group · $15B+ revenue · Thousands of stores worldwide

Pain Point: Massive SKU count, multi-channel data, complex supply chain coordination — long decision chains driven by intuition
Solution: Custom AI workflows for retail operations, connecting fragmented data sources, shifting from intuition-driven to data-driven decisions
Result: Systematic gains in operational efficiency. Data-driven decisions across the full chain from procurement to store operations.

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Why Arc

Technical Depth

Built on the research ecosystem of Stanford, UC Berkeley, MIT, Duke, and Carnegie Mellon. Proprietary RAG + LLM infrastructure with 70% accuracy lead over alternatives.

Business Acumen

Team experience spans $300M to $15B+ in M&A. We understand how businesses are built, scaled, and integrated — not just the tech.

Flexible Deployment

Cloud or fully on-premise. Your data can stay in-house. Full traceability and control throughout.

Fast Response

US-China dual team coverage. Rapid kickoff, continuous iteration.

Open Engagement

Fixed fee / software license / gainshare — flexible terms tailored to each project. No barriers to entry.

Proven Delivery

Production deployments at major US enterprises across logistics, manufacturing, procurement, and retail — including NASDAQ-listed and $15B+ revenue companies.

Core Team