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The Algorithm
Case Studies

Real engagements.
Real outcomes.

25 engagements across healthcare, financial services, cybersecurity, energy, and construction. Exact timelines, exact metrics, exact compliance frameworks. No vague claims.

25
Engagements
6
Industries
8
Vendor rescues
100%
Fixed-price delivery
Vendor Rescue — Featured

Someone else failed. We delivered.

Eight of our 25 engagements began the same way: a previous vendor had failed, stalled, or disappeared. These are those stories.

Healthcare
Vendor Rescue
01
14 weeks
to production vs 18 months of vendor failure

How We Built an EHR System for a 12-Hospital Network in 14 Weeks — After Their Vendor Spent 18 Months Failing

28 engineers · 14 weeks
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Healthcare
Vendor Rescue
02
100%
data match rate — zero patient records lost

Migrating a 15-Year-Old Hospital EHR Without Losing a Single Patient Record — Or a Single Day of Operations

18 engineers · 16 weeks
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Healthcare
Vendor Rescue
05
session completion rate vs industry benchmark

How a Behavioral Health Startup Built a HIPAA-Compliant Therapy Platform in 12 Weeks — Without Cutting Corners

12 engineers · 12 weeks
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Healthcare
Vendor Rescue
07
67%
reduction in after-hours documentation time

Primary Care at Scale: How We Automated Clinical Workflows for 45 Physicians Without Disrupting a Single Patient Visit

14 engineers · 12 weeks
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Oil & Gas
Vendor Rescue
13
100%
sales team adoption within 30 days — Salesforce cancelled

Building an Oil & Gas CRM That Actually Understands Oil & Gas

8 engineers · 10 weeks
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Financial Services
Vendor Rescue
20
200K
downloads in 6 months — 4.7-star rating

A Personal Finance App That 200,000 Users Trust With Their Money — Built in 12 Weeks

14 engineers · 12 weeks
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Construction
Vendor Rescue
23
$1.4M
in unbilled change orders captured in Q1

A CRM Built for General Contractors — Because Salesforce Doesn't Know What a Change Order Is

12 engineers · 14 weeks
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All Engagements

Built from scratch. Delivered on schedule.

Healthcare
Healthcare
03
280%
increase in patient portal adoption

One Platform for 23 Specialty Clinics — Ortho, Neuro, Cardio, Primary Care — Compliant Across All of Them

22 engineers · 20 weeks
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Healthcare
04
31%
reduction in opioid prescriptions

Building an AI-Powered Anti-Opioid Prescribing System That Starts With the Patient, Not the Doctor

15 engineers · 16 weeks
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Healthcare
06
5%
operating margin improvement — from chronic operating losses

Revenue Cycle Management Rebuilt From the Ground Up — How a Hospital Went From Losing $4M Annually to 5% Operating Margin Improvement

20 engineers · 18 weeks
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Healthcare
08
89%
accuracy on readmission risk prediction model

Building a Real-Time Population Health Dashboard Across a Hospital Network — Without Moving a Single Byte of PHI to the Cloud

16 engineers · 14 weeks
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Healthcare
09
<15 min
critical alert response time — down from 72 hours

Remote Cardiac Monitoring for 12,000 Patients — HIPAA-Compliant, Real-Time, and Built in 10 Weeks

14 engineers · 10 weeks
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Healthcare
10
8 → 25
clients served without adding consulting staff

Building the Revenue Cycle Platform the RCM Industry Wished Existed — From 8 Clients to 25 Without Adding Staff

18 engineers · 20 weeks
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Financial Services
Financial Services
21
-12 → +67
borrower NPS — application-to-approval 23 days → 8

Building a Mortgage Platform That Takes a Borrower From Application to Close — Without the Borrower Wanting to Throw Their Phone

22 engineers · 18 weeks
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Financial Services
22
Zero
compliance deficiencies on next regulatory examination

Automated Underwriting + Regulatory Reporting — How We Built Lending Compliance Infrastructure That Actually Works

14 engineers · 14 weeks
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Cybersecurity
Cybersecurity
17
90 sec
mean time to detection — down from 6+ hours

Detecting Threats in Real Time: How We Built a Threat Analysis Engine That Processes 2M Events Per Second

16 engineers · 16 weeks
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Cybersecurity
18
demo close rate vs standard presentation

A Global Attack Visualization Dashboard — Real Data, Real Time, Real Traffic

8 engineers · 10 weeks
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Cybersecurity
19
47 min → 5 min
mean time from alert to resolution

Building a Security Operations Center Platform — From Alert to Resolution in Under 5 Minutes

18 engineers · 16 weeks
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Oil & Gas
Oil & Gas
11
87%
drill site accuracy vs 68% historical average

Machine Learning Told Them Where to Drill — And It Was Right 87% of the Time

12 engineers · 14 weeks
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Oil & Gas
12
Zero
document security incidents since deployment

Encrypted Document Exchange for Oil Partnerships — Because a Handshake Doesn't Protect a $200M Joint Venture

10 engineers · 12 weeks
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Oil & Gas
14
$600K
targeted inspection cost vs $4M blanket approach

Turning 30 Years of Production Data Into a Predictive Pipeline Monitoring System

10 engineers · 12 weeks
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Construction
Construction
24
Real-time
cost overrun detection — vs 45 days after the fact previously

Construction Intelligence: A Dashboard That Tells a GC Where Every Dollar and Every Day Went

10 engineers · 12 weeks
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Construction
25
3 weeks → 4 hours
prequalification package generation time

Subcontractor Management That Doesn't Require a Full-Time Administrator — Bidding, Compliance, and Payments in One System

14 engineers · 14 weeks
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Travel & Tourism
Outdoor Recreation
15
19+
rivers with real-time ADF&G fish count data

How We Built the Most Sophisticated Fishing Intelligence Platform in Alaska — Real-Time Data, AI Identification, and Regulatory Compliance in One App

12 engineers · Ongoing development
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Travel & Tourism
16
22%
revenue per available room increase via dynamic pricing

A Multi-Property Tourism Management System for Seasonal Operations — Built for the Chaos of Peak Season

12 engineers · 12 weeks
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