Joins That Take a Week

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Hand-written SQL for every question
Every cross-system question is a custom query, written by an engineer, against a warehouse model that's already drifted from reality.
apartment
Siloed APIs
Your CRM API has no idea what your ERP knows. Combining them means writing application code to fetch, normalize, and join - every single time.
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Time-to-answer measured in weeks
By the time the join is built, tested, and shipped, the question is no longer urgent - or worse, the answer is already wrong.

One Query, Every System

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Unified query API
One endpoint queries across every connected source. Joins, filters, and aggregates resolve against the unified data layer in milliseconds.
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Semantic model, not raw tables
Query "customers with overdue invoices in active projects" - DataSpec knows what each of those means and how they relate.
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Developer-first
SDKs for the languages you use, GraphQL and REST endpoints, predictable pagination, and crisp error messages. Built to be built on.
"

A question that used to require three engineers, two warehouses, and a week now takes one API call. We're shipping internal tools again instead of plumbing.

Sasha Lindqvist
Staff Engineer ยท Olwen Construction Group

Ready to Unify
Your Business Data?

Stop reconciling. Start deciding. Most teams are live within weeks.