Data Infrastructure Engineering for Professional & Business Services
A partner asks how billable the team was last month, and someone spends the afternoon in three spreadsheets because the CRM, practice management, and billing systems don't share data. We integrate the systems your firm already runs and build the reporting layer that doesn't depend on one person's export.
Where Professional Services Data Infrastructure Actually Breaks
Professional services firms run on a cluster of systems that grew up separately, a CRM for business development, a practice management or case management system for delivery, a billing system for time and invoicing, and a reporting spreadsheet somebody built years ago that's now load-bearing. None of them were designed to answer each other's questions, so a report a partner wants in five minutes takes an afternoon of manual reconciliation.
Client and case data confidentiality compounds the problem. Access that's fine when the firm is ten people becomes a real exposure once fifty people have logins and nobody's audited who can actually see what.
None of this needs a platform rebuild. It needs the specific integration point, reporting layer, or access rule that's actually costing time or creating risk.
We scope integration, database performance, and access control to the systems your firm already runs, not a generic practice-management overhaul.
Five Problems We See Repeatedly, and How We Handle Them
Real scenarios, not a checklist of generic capabilities.
A partner asks for utilization or pipeline numbers, and someone spends the afternoon exporting and reconciling three different systems by hand.
We integrate the CRM, practice management, and billing systems against their actual data, so the report is a query, not a spreadsheet exercise.
ERP & CRM Data IntegrationA client portal or scheduling integration was built once by a contractor who's gone, and nobody on staff is confident changing it without breaking something.
We rebuild the integration against the systems' actual data, documented for your team to maintain, not a black box only we understand.
Custom API Development & IntegrationsClient or case files are accessible to anyone with a login, and a confidentiality question from a client or an audit exposes how informal that actually is.
We build row-level access control and audit logging mapped to what a confidentiality review or client security questionnaire actually tests.
Data Governance & SecurityA case, project, or client database that's run fine for years starts slowing down as the firm adds staff and matters, and reports that used to run instantly now take minutes.
We profile the actual query and fix the specific bottleneck, without a platform migration nobody has time for.
Database EngineeringUtilization and margin get reviewed in a spreadsheet at month-end, so a project running over budget isn't caught until it's already unprofitable.
We build an executive dashboard with drill-downs by client and project, and same-day alerts on margin exceptions, so a slipping project surfaces mid-month, not at close.
Data AnalyticsTechnology We Work In
PostgreSQL behind practice management data, HubSpot and Zoho as the CRMs we integrate against, Odoo for practice/billing systems, and Zapier for the connective glue between them.
We work hands-on with: PostgreSQL, HubSpot, Zoho, Odoo, Zapier.
What's Included, By Category
Integration & Reporting
- CRM, practice management, and billing system integration
- Self-service reporting layer for partners and leadership
- Client portal and scheduling integrations
- Cross-system data reconciliation without manual spreadsheet work
Database & Performance Engineering
- Query optimization for case, project, and client databases
- Connection pooling and resource tuning as staff and matter count grow
- Replication, failover, and backup/recovery for client-facing systems
- Cloud database cost optimization
Access Control & Governance
- Row-level access control for client and case data
- Audit logging mapped to confidentiality reviews and client audits
- Data retention and deletion pipelines for the client engagement lifecycle
- Access architecture built for multi-office or multi-practice-area firms
Market Segments Served
We work with professional and business services firms where system integration, reporting, or client data access is the actual risk.
- Consulting, accounting, and law firms whose CRM, practice management, and billing systems don't share data
- Staffing and recruiting firms integrating client and candidate systems
- Marketing and creative agencies running client work through disconnected project and billing tools
- Firms where a partner-level report takes hours of manual reconciliation
- Professional services firms ahead of a confidentiality review or client security questionnaire
- Firms that inherited an integration or database nobody currently on staff built
Delivery Lifecycle
Discovery & Assessment
We review your CRM, practice management, billing, and reporting systems, and where access controls are currently informal.
Architecture & Design
We design the integration and access-control architecture for your highest-cost gaps first, agreed before any client-facing system is touched.
Build & Integration
We implement the integration, reporting, and access changes end to end, working inside the systems your firm already runs.
Testing & Validation
We validate against real firm data and usage, not a synthetic test, before it reaches partners or clients.
Launch & Ongoing Coverage
We document runbooks, train your team, and stay on retainer for the next system, the next report, or the next confidentiality review.
Why Firms 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 integration, reporting, database performance, and access governance 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 partner-level report doesn't wait on someone's vacation.
Scoped to the Actual Problem, Not a Fixed Package
Every engagement starts with a diagnostic against your real systems and data, not a generic practice-management audit. You get a prioritized list of what's actually wrong before committing to fix it.
No Dependency by Design
Runbooks and documentation are part of the deliverable, so your team can run what we build without staying on retainer forever. If ongoing coverage is still the right call, we'll say why.
Related Services
Frequently Asked Questions
Find Out What's Actually Costing Your Firm Time
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.