Engineering Insight

Expert perspectives on data engineering, enterprise systems, analytics, and digital transformation.

TopHR

Traditional hiring, onboarding and team-management systems tend to favour a narrow profile: people who interview well, speak quickly, appear “polished”. According to Tophr, these processes often reward “the loudest voice, fastest processor, or most ‘polished’ persona.” Tophr+1 In doing so, many people —

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SpringBig

Many clients of Springbig rely on complex loyalty-and-marketing platforms within highly regulated industries. As such, they face persistent issues such as:
Discrepancies in daily reporting (loyalty points, campaign performance, data syncs) that create mistrust in the marketing system’s outputs.

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QHomeSales

QHomeSales, a fast-growing real estate brokerage in Spring Valley, NY, struggled to manage internal workflows across its expanding team of agents. Daily operations were handled using disjointed tools like spreadsheets, paper notes, text messages, and ad-hoc email threads. As a result:

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InteQ

Insurance companies often struggle with outdated operational systems, slow manual processes, and fragmented data that slows underwriting, claims processing, and customer service. These inefficiencies lead to delays, compliance risks, and missed business opportunities.

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MaximAviation

General Aviation (GA) flight schools rely on outdated scheduling systems and generic management tools that don’t meet aviation-specific operational needs. These tools lack support for aircraft maintenance tracking, AD compliance, student progress monitoring, FAA documentation, or real-time operational awareness—leading to inefficiencies, grounded aircraft, safety risks, and lost revenue.

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Funding Tape

Small businesses often struggle to access capital because the funding process is slow, paperwork-heavy, and inconsistent. Lenders lack clear visibility into business history, cash flow, and financial health—

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Removal Owl

Automated returns and warehouse operations We built AI-driven tools, voice interfaces, and AR-powered shelf tracking to reduce return-processing backlogs and

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Philadelphia Shipyard

Modernized legacy shipyard systems We refactored over 30 years of legacy code and automated key workflows to reduce delays and

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Premier Estate Properties

Unified lead management for luxury real estate We built a custom CRM platform, integrated mobile apps, and MLS connectivity to

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Google

Simplified GCP integration with high-level client APIs We simplified Google Cloud adoption by creating developer-friendly client libraries for Spanner, BigTable,

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Department of Education

Modernized time-tracking for 100,000+ employees We rebuilt the biometric time-tracking system with new hardware and custom software, ensuring full compatibility

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