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Data Spin Labs
ArticleOctober 6, 2026

From AI Consulting to Product: The DataSpinLabs Journey

How a data science consulting practice turned recurring procurement problems into a purpose-built AI product for the OCTG industry.

DataSpinLabs began as an AI and machine learning consultancy, building predictive models, recommendation engines, and automation for clients across industries.

Working with energy supply-chain teams, we kept seeing the same pattern: high-stakes procurement decisions made under time pressure, stitched together from spreadsheets, emails, and tribal knowledge.

TubularIQ is the product of that observation. It packages the decision workflows our consultants were building by hand (inventory coverage analysis, supplier comparison, demand forecasting, and approval-ready recommendation packets) into a platform built specifically for OCTG.

Our consulting practice continues, and the two sides of the business reinforce each other: consulting engagements surface new decision problems, and the product platform makes proven solutions repeatable.