Data Infrastructure Engineering for Enterprise Businesses
A report that takes three hours to run is a decision nobody makes until tomorrow. The business systems you've run for years accumulate workarounds, slow reports, and integrations nobody fully understands anymore. We modernize the database and integration layer underneath them without rewriting the business logic your teams depend on.
Where Enterprise Systems Actually Break
Enterprise systems rarely fail all at once. An ERP report that took 20 minutes when the company had one location takes three hours once it's five, and everyone just builds their calendar around waiting for it. A CRM and an ERP that were integrated by someone who left the company two years ago now sync data through a script nobody's confident editing.
Access controls that were "good enough" at a smaller scale become the finding a security review flags once financial or customer data spans multiple business units and nobody's audited who can actually query what.
None of this means replacing the ERP or CRM. It means fixing the specific database bottleneck, integration point, or access gap that's actually costing time or creating risk, in the systems you already run.
We scope database performance, legacy modernization, and integration engineering to the specific ERP, CRM, or business system causing the problem, not a platform replacement project.
Five Problems We See Repeatedly, and How We Handle Them
Real scenarios, not a checklist of generic capabilities.
An ERP report that took 20 minutes when the company had one location now takes three hours across five, and finance builds month-end close around waiting for it.
We profile the actual report and query logic and fix the specific bottleneck, the same way we cut one manufacturer's Oracle Reports runtime from three hours to 15 minutes with zero downtime.
Database EngineeringThe ERP and CRM were integrated by someone who left the company two years ago, and the sync script between them breaks in ways nobody's confident diagnosing.
We rebuild the integration against the systems' actual data, documented for your team to maintain, not a black box only we understand.
ERP & CRM Data IntegrationA legacy system nobody wants to touch is the single point every new integration or reporting project has to route through, and each addition takes longer than the last.
We modernize the specific integration points that are actually the bottleneck, incrementally, without a full platform rewrite.
Custom Legacy Application ModernizationA security review asks who can access a table with financial or customer data across business units, and the honest answer is broader than anyone expected.
We build row-level access control and audit logging mapped to what a security review actually tests.
Data Governance & SecurityAn executive dashboard shows the numbers from every business unit, but nobody's turned them into a recommendation, so a slipping quarter isn't caught until the board deck.
We build the executive dashboard with drill-downs by unit and same-day exception alerts, so a slipping number surfaces as an alert, not a surprise at the next board meeting.
Data AnalyticsFrom Recent Engagements
Cut Oracle Reports generation from 3 hours to 15 minutes and eliminated Oracle Forms timeouts for a manufacturing ERP, with zero production downtime.
Read the case studyTechnology We Work In
PostgreSQL and MySQL as migration targets, SAP and Odoo for the ERP layer we integrate against, and Terraform for the infrastructure underneath it.
We work hands-on with: PostgreSQL, MySQL, SAP, Odoo, Terraform.
What's Included, By Category
Database & Reporting Performance
- Query optimization for ERP reports, reconciliation jobs, and month-end processes
- Connection pooling and resource tuning under multi-location or multi-unit load
- Replication, failover, and backup/recovery for business-critical systems
- Cloud database cost optimization for legacy systems moving to managed infrastructure
Legacy Modernization & Migration
- Incremental legacy application and database modernization
- Oracle-to-PostgreSQL or MySQL migration with a tested rollback path
- Stored procedure translation for vendor-specific logic
- Phased cutover planning without disrupting business operations
Integration & Governance
- ERP and CRM integration engineering (SAP, Oracle, Salesforce, and others)
- Cross-department and cross-location data integration
- Row-level access control and audit logging for financial and customer data
- Data governance mapped to what an internal or external security review tests
Market Segments Served
We work with enterprises where ERP performance, legacy integration, or governance scope is the actual risk.
- Multi-location or multi-business-unit enterprises whose ERP and CRM don't share data cleanly
- Companies whose ERP reports or reconciliation jobs have gotten slower as the business grew
- Enterprises with a legacy system that every new integration has to route through
- Organizations ahead of a security review with informal access controls on financial data
- Businesses that inherited a database or integration nobody currently on staff designed
- Enterprises consolidating systems after a merger, acquisition, or reorganization
Delivery Lifecycle
Discovery & Assessment
We review your ERP, CRM, or legacy system's database performance, the integrations connecting them, and where access controls are currently informal.
Architecture & Design
We design the fix for your highest-cost gaps first, with a phased migration or integration plan and a tested rollback path.
Build & Integration
We implement the database, integration, or modernization changes end to end, integrated with the systems your team already runs.
Testing & Validation
We validate against real production data and load, with a tested rollback at every phase before it touches business operations.
Launch & Ongoing Coverage
We document runbooks, train your team, and stay on retainer for the next system, the next location, or the next growth milestone.
Why Enterprise Teams Work With Us
Depth Across the Whole Stack, Not Just One Layer
An integration vendor connects two systems. A DBA tunes one database. We bring database performance, migration, integration, and governance engineering as one team, so a problem that crosses two systems doesn't fall into the gap between vendors.
A Team, Not One Person's Calendar
A single in-house hire means business hours and one person's availability, with everything waiting when they're out. We bring a team behind every engagement, so a month-end close doesn't wait on someone's vacation.
Every Migration Ships With a Rollback Path
Phased cutover with a tested rollback at every stage, so a change to a system your business depends on isn't a bet, it's a reversible step.
No Dependency by Design
Runbooks and documentation are part of the deliverable, so your team can run and maintain what we built without us in the room. If ongoing coverage is still the right call, we'll say why, not just assume it.
Related Services
Frequently Asked Questions
Find Out What's Actually Slowing Your Systems Down
We schedule a call to hear what's going on, then a second call to review your systems and tell you directly what's actually costing time or creating risk.