Sparq reports that Q3 went both better and worse than expected for Fragmented Data.

Meet the problems Sparq's AI-native engineering team helps you work through: https://www.teamsparq.com/were-into-that/ Sparq is an AI-native digital engineering services firm for the systems businesses run on, turning operational bottlenecks into margin, throughput, and decision speed. We work alongside operators, architects, and engineering and business leaders to modernize critical technology, connect fragmented intelligence, and put AI to work where it can have the greatest impact on business performance. Sparq accelerates delivery with proven engineering patterns and production-tested AI components. Everything is validated first in The Shop, Sparq's internal practice that stress-tests new approaches under production-like conditions, then applied through Intelligence Studio, Sparq's applied AI foundation, which embeds them into a client's existing workflows. The result is reduced implementation risk and a shorter time to value. The combination has unlocked more than $90 million in margin for an enterprise mobility client, cut $220 million in operating costs for a leading logistics company, and moved new AI capability from concept to production in under 20 days on multiple engagements. Sparq holds Snowflake Elite Partner, Snowflake CoCo Preferred Partner, and AWS Advanced Tier Services Partner status, serving Fortune 1000 and enterprise clients across transportation & logistics, real estate & construction, financial services & insurance, and more. Sparq is headquartered in Atlanta, Georgia, with senior-led delivery teams across the U.S. and Latin America.