What systems integration actually means

"Systems integration" is one of those terms that consultants use to mean very different things. Here's what it means at QAMW: we find the gaps between the tools your organization runs on, figure out why data isn't flowing correctly, and build the connections and infrastructure that make your operation coherent.

That might look like connecting your CRM to your accounting software so revenue numbers stop disagreeing. It might look like replacing a 15-tab Excel model with a Power BI dashboard that updates automatically. It might look like building an automation that eliminates a two-hour daily manual process. Or it might start with a diagnostic — a clear picture of what's broken before anyone spends money on a fix.

We start with diagnosis, not recommendations

The most common mistake companies make with systems problems is buying the solution before understanding the problem. A new CRM doesn't fix bad data discipline. Automation on top of a broken process just automates the broken process faster. Before we build anything, we map what you have, find where trust breaks down, and quantify what the problems are actually costing.

"We had all the tools. The problem was that none of them agreed — and nobody knew which one to trust."

— The starting point for most of our engagements

That's why our flagship offering is the Revenue Leak & Systems Audit — a two-week, flat-rate diagnostic that produces five written deliverables including a systems map, a data reality check, a revenue leak analysis with dollar estimates, an AI readiness score, and a 30–60 day execution plan. You leave with a clear picture and a prioritized roadmap — regardless of whether you hire us to implement it.

Four phases. No surprises.

Whether we're doing a scoped audit or a longer integration build, the work follows the same sequence. You know where you are at every point.

Phase 01
Map what exists
Every tool. Every data source. Every integration (or lack of one). Every manual workaround someone built because the systems don't talk. We document how the business actually operates — not how it was designed to operate. These are usually different.
Phase 02
Find where trust breaks down
Which numbers don't agree? Which reports does your team quietly distrust? Where are decisions being made from memory because the data isn't reliable? We look specifically for the points where confidence in the data drops — because that's where the organizational cost is highest.
Phase 03
Quantify the cost
Bad systems aren't just annoying — they're expensive. We tie every identified problem to a business impact: staff hours per week on manual work, estimated revenue lost through slow follow-up, cost of decisions made on bad data. The audit pays for itself when we find one meaningful leak. Most companies have several.
Phase 04
Build and hand off
Once the diagnostic is clear, we build — in priority order, with clear scope and timelines. Every build comes with documentation and training so your team owns it when we're done. The goal is always operational independence, not ongoing dependency.

Where we're deepest

Thirteen years of work across industries gives us breadth. But these are the areas where we have the most accumulated experience and can move fastest.

Data & Reporting
  • Power BI dashboard design and semantic modeling
  • DAX calculations and advanced measures
  • Automated report refresh and data pipelines
  • Data quality auditing and cleanup
  • Executive and board-level reporting design
  • Cross-system data reconciliation
Systems & Automation
  • CRM implementation and configuration (Salesforce, HubSpot, others)
  • QuickBooks and accounting system integration
  • Zapier, Make, and n8n workflow automation
  • API-based integrations between platforms
  • AI readiness assessment and implementation
  • Process mapping and documentation
Industries — Deepest
  • Nonprofit and social impact organizations
  • Field service and construction companies
  • Healthcare and health-adjacent operations
  • Professional services and consulting firms
Platforms We Work With
  • ServiceTitan, HouseCall Pro, Buildertrend
  • Salesforce (NPSP and standard), HubSpot
  • QuickBooks Online and Desktop
  • Power BI, Tableau, Google Looker Studio
  • Microsoft 365, Google Workspace, Airtable

What this work produces

These are real outcomes from real engagements. Not projections — actual results.

VEHO — Logistics Operations
$104K Annual savings from one automation
Replaced a 12-hour weekly manual reporting process with an automated Power BI workflow connected directly to operational data sources. The report that used to take most of a workday to produce now refreshes automatically — with higher accuracy and zero human intervention.
Single Client Audit — SMB Operations
$500K+ Operational inefficiencies identified
A two-week systems audit surfaced over half a million dollars in operational inefficiencies — revenue leaking through missed follow-ups, manual processes that should be automated, and decisions being made on data nobody fully trusted. The audit cost $5,000. The first fix paid back multiples of that.
R3 Academy — Nonprofit Analytics
0→ From raw data to live board dashboard
Transformed raw survey exports into a sentiment analysis pipeline and live Power BI dashboard that produces executive-ready action reports every reporting cycle — automatically, without manual data work. "As usual, you have blown it out of the water." — Juan Ramos, CEO, R3 Academy

Built different. On purpose.

QAMW Consulting is a Black-owned, women-owned systems and data consulting practice founded by Quinita Whitfield in Seattle, WA. Before going independent, Quinita built reporting infrastructure and integrated operational systems at enterprise scale — at organizations including VEHO, Teradata, Launch Consulting, and Columbia Sportswear.

She holds an M.S. in Business Analytics from the University of Washington and is a Microsoft Certified Power BI Data Analyst (DA-100). Her Power BI templates have been deployed through Microsoft's Viva Insights product to over 500 enterprise clients worldwide.

For organizations with supplier diversity goals

QAMW Consulting qualifies as a diverse vendor under MWBE (Minority and Women Business Enterprise) criteria. For corporations, government-affiliated organizations, and nonprofits with DEI procurement commitments — we're a certified diverse supplier who also does genuinely excellent work. Those don't have to be in tension.

We're actively pursuing formal WOSB (Women-Owned Small Business) and MBE certifications. If you have specific procurement documentation requirements, reach out directly and we'll discuss what we can provide.

How we're different from a large consulting firm

We're two people who go deep — not a large team that staffs junior consultants on your account. You work directly with the person who has 13 years of experience. Every engagement. No handoffs to an associate after the pitch. That's a deliberate choice, and it shows in the work.

What people ask before engaging

What size company is the right fit?
We work best with companies and organizations that have real operational complexity — typically $1M+ in revenue or a team of 10+ people running multiple tools. Earlier-stage companies often don't have enough systems to audit meaningfully. Later-stage enterprises often need a larger team than we are. The sweet spot is the growing SMB or mid-sized nonprofit that's outgrown its original setup.
We already have an IT person or a part-time ops manager. Is that a problem?
Not at all — it usually makes the engagement go faster. We work alongside internal staff and hand off directly to them. The goal is always that your internal team owns the result. We're not trying to create dependency; we're trying to build something that holds up after we're gone.
How is this different from hiring a general IT consultant?
General IT consultants typically focus on infrastructure, hardware, networking, and security. Our focus is on the data and operations layer — the systems that run your business processes, the reports your leadership reads, and the automations that should be handling work your team currently does manually. Those are different problems requiring different expertise.
Do you work remotely?
Yes — all engagements are remote by default. We're based in Seattle and available throughout the Pacific Northwest for in-person kickoffs or working sessions when that's genuinely useful, but we don't charge a travel premium and we don't require it.

Ready to see
what's actually broken?

Book a free 20-minute discovery call. We'll talk through your current setup and tell you honestly whether an audit makes sense — and what it would find.


See the full Systems Audit offer