Reporting & Analytics

See today's numbers today.Not last month's spreadsheet.

Your operations team knows the numbers matter. But pulling data from multiple systems, reconciling it in spreadsheets, and assembling reports takes so long that by the time you see the numbers, they're already stale. We connect your systems and build dashboards that give your team real-time visibility — so decisions are based on what's happening now, not what happened last month.

300+

daily errors eliminated

AWS data layer project

92%

faster response time

Real-time monitoring

99%

faster queries

Data warehouse integration

We map your data landscape

We identify every system that holds data your team needs — EHR, LIMS, billing, CRM, spreadsheets, flat files. We figure out what's connected, what's siloed, and what's missing.

We connect your data

Not a generic BI tool — a custom data layer that pulls from your specific systems, cleans and unifies the data, and delivers it where your team needs it. Real-time when possible, automated always. AI surfaces anomalies and trends your team would miss in manual review. Data connections and dashboard building are engineering. We combine both.

Your team makes better decisions

Same people, but now they see current data instead of last month's spreadsheet. Operational decisions happen faster. Problems are caught earlier. Growth opportunities are visible.

💡

"My BI tool already does some of this."

It probably does. We don't duplicate what works. We find the gaps — the manual steps your current tools don't cover — and automate those. Every organization's gaps are different. That's why we start with an assessment, not a demo.

Problems We've Solved

Common Reporting & Analytics bottlenecks we automate

Every operation is different. We work with you to identify the ones that cost you the most.

01
Manual Report Assembly
Hours of spreadsheet work for a single report
Today
Export, paste, pray
Three systems, three exports, VLOOKUP to merge. Days of work. Stale by delivery.
What we build
Unified data layer
All systems connected. Reports generate on schedule or on demand. No manual exports.
Your team
Seconds, not days
Reports that took days now take seconds. Always accurate, always current.
02
Stale Data
Reports are 2-4 weeks old when leadership sees them
Today
Last month's numbers
Monthly reports assembled from old data. Problems invisible for weeks.
What we build
Real-time dashboards
Key metrics update throughout the day. Alerts when thresholds are crossed.
Your team
Act today, not next month
Problems caught when they start. Operations team responds in hours, not weeks.
03
No Revenue Attribution
Can't connect marketing spend to patient revenue
Today
Gut-feel marketing
No link from campaign to patient to payment. Can't calculate CAC or ROAS.
What we build
Campaign-to-payment tracking
Every patient traceable to acquisition source. CAC, LTV, ROAS calculated automatically.
Your team
Data-driven growth
Know which campaigns pay for themselves. Growth decisions based on data.
04
Invisible Utilization
Provider performance managed by anecdote
Today
No provider scorecards
Productivity, revenue per encounter, no-show rate scattered across systems.
What we build
Auto provider scorecards
AI surfaces utilization patterns. Scheduling, EHR, billing, and survey data unified.
Your team
Data-driven scheduling
Underutilization and burnout both caught early. Optimization is data-driven.
05
Inconsistent Multi-Site
Each site reports differently, comparisons unreliable
Today
Manual normalization
Different naming, different formats. Rolling up requires someone to normalize everything.
What we build
Unified data model
All sites flow into one normalized structure. Same definitions, same calculations.
Your team
One version of truth
Reliable benchmarking. Best practices from top sites are visible and transferable.
06
07
08
Don't see yours?
Every operation has its own. We find the ones that cost you the most.
Step 1
You tell us
Where your team spends the most time on manual work.
Step 2
We map the workflow
And identify the automation opportunity with ROI.
Step 3
First workflow live
Working automation in your environment within 60 days.
Schedule a workflow exploration call

With an engineer — not a salesperson. No commitment.

Real Results

How we eliminated 300+ daily errors with a unified data layer

A healthcare organization was running their operations across multiple disconnected systems — EHR, LIMS, billing, and several custom databases. Data was being manually transferred between systems, reports were assembled in spreadsheets, and the team was spending more time reconciling data than analyzing it. Over 300 data errors were occurring daily from manual transfers alone.

We built an AWS-based data integration layer that connected all their systems so data flowed automatically — cleaned, validated, and reconciled — into a centralized warehouse. Real-time dashboards replaced the monthly spreadsheet reports. Automated alerts flagged anomalies as they happened.

The operations team didn't change — they were already skilled analysts. What changed was the quality and timeliness of the data they worked with. The 300+ daily errors were eliminated entirely. Query times dropped by 99%. The team went from assembling reports to actually analyzing them — catching problems in hours instead of weeks, and making data-driven decisions in real time.

Read the full case study

300+

daily errors eliminated

99%

faster queries

92%

faster response time

Real-time

operational visibility

How We Work

What a typical engagement looks like

No two engagements are the same — because no two data landscapes are the same. But this is the general shape.

1–2 weeks

Assess

We map every system that holds data your team needs. We identify what's connected, what's siloed, where manual transfers happen, and where errors creep in. We tell you exactly what we'd build and what visibility you'd gain.

Free workflow exploration + $1,999 deep roadmap

4–12 weeks

Build

We build the data connections — integrations with your source systems, ETL/ELT processing, a unified data model, and dashboards or API connections to your BI tool. We validate with your real data and go live in phases.

$25K–$75K depending on scope

Ongoing

Run

We monitor data flow, fix data quality issues, and adapt to system changes. When your EHR updates, when you add a new data source, when your reporting needs evolve — we handle it. Your team focuses on analysis, not infrastructure.

$2K–$5K/month · 30-day cancel anytime

As needed

Expand

Most clients start with one critical reporting gap — revenue visibility, operational metrics, or provider scorecards. Once that's running, we connect more data sources and build more views. Same approach, compounding visibility.

Scoped per project

$50K Savings Guarantee

If we can't identify $50K in annual savings during the Roadmap phase, we refund the $1,999. You keep the analysis either way.

We Work With Your Stack

We don't replace your systems. We connect them.

We've built integrations with these systems — but if yours isn't listed, we'll figure it out. That's the job.

EpicCernerAthenahealthTableauPower BILookerGoogle Data StudioSnowflakeBigQueryRedshiftGoogle SheetsAirtablePostgreSQL

Common Questions

Before you book

Let's give your team real-time visibility.

Schedule a workflow exploration call with an engineer — not a salesperson. We'll map your data landscape, identify the reporting gaps that cost you the most, and tell you exactly what we'd build. Free, no obligation.

Book Free Assessment

Or call us: 1-877-326-1761