Data Infrastructure Engineering by Industry
The failure modes that actually get audited or break under load differ by industry. We scope the reliability, real-time, and governance work to the ones that hit your systems, not a generic checklist.
Industries We Work With
Technology
SaaS, IT services, and companies whose data layer is the product.
SaaS & Software Companies
Your database was fine at 10,000 users. At 200,000, it slows down in ways nobody predicted.
View industry detailsIT Services & Digital Businesses
A client asks for a simple connection between two systems. Your team finds four years of undocumented workarounds.
View industry detailsFinancial Services & FinTech
Numbers that quietly stop matching are worse than a system that crashes.
View industry detailsMedia, Telecom & Communications
A usage record that arrives five minutes late is a billing dispute waiting to happen.
View industry detailsEnterprise & Regulated
Banking, insurance, healthcare, and utilities, where the audit is as real as the outage.
Banking & Insurance
The Oracle renewal notice usually starts this conversation. We move policy, claims and core banking databases off Oracle without rewriting business logic.
View industry detailsHealthcare & Life Sciences
Patient data access added in after launch is how compliance audits get failed.
View industry detailsEnergy & Utilities
A missed meter reading becomes an estimated bill and a complaint. Database performance, real-time ingestion and reliability for utility data, meter to bill.
View industry detailsEnterprise Businesses
A report that takes three hours is a decision made tomorrow. We modernize the database and integration layer under ERP, CRM and legacy systems.
View industry detailsOperational Businesses
Manufacturing, retail, logistics, and services businesses running on systems that don't talk to each other.
Manufacturing & Industrial
Sensor data from the plant floor and the system that runs the business usually live in two different worlds.
View industry detailsRetail & eCommerce
Inventory that's accurate at 2pm on a Tuesday can still oversell on Black Friday. Real-time sync, connection handling and cost right-sizing tested at peak.
View industry detailsLogistics & Transportation
A dispatch board that only updates overnight is tracking yesterday, not today.
View industry detailsProfessional & Business Services
A partner asks how billable the team was last month. Someone spends the afternoon in three spreadsheets.
View industry detailsReal Estate & Construction
What tenants pay and what a project actually costs rarely live in the same system.
View industry detailsDon't see your industry? Browse services by problem instead, or tell us what you're running into.
Not Sure Which Problem You Have?
We schedule a call to hear what's going on, then a second call to review your situation and tell you directly what's causing it.