// 01Selected work
Case studies

Real problems.
Real results.

These aren't hypothetical case studies. Every project below solved a specific problem an organization was facing, and produced measurable impact.

1,600+
manual hours eliminated in a single automation
30→1
days to close, financial close cycle
+10%
more deals closed via instant lead response
800+
new hires / year at 100% compliance
// 02Case studies
01
Home service · booking & quoting
THE PROBLEM

Booking depended on one person being available. Every quote took hours. Deposits weren't collected upfront. Deals were lost while customers waited.

THE RESULT

Self-service quoting, instant deposits, and consistent pricing.

→ 30% increase in bookings
02
HR · time-off & payroll
THE PROBLEM

Time-off requests came via paper, email, and multiple forms. HR manually reviewed each one and re-entered it into payroll. Peak seasons became a nightmare of conflicting requests.

THE RESULT

Automated time-off tracker with accrual verification and payroll integration.

→ 1,600+ hours eliminated / yr
100% compliance · zero errors
03
HR · onboarding
THE PROBLEM

New hires filled out the same information 20+ times across different systems, name, address, tax info, emergency contacts. HR spent 20–30 minutes per hire gathering and re-entering data, creating compliance risk and delays.

THE RESULT

Centralized onboarding with single-entry data flowing to all systems.

→ 800+ hires / yr, 100% compliant
zero duplicate entry · zero delays
04
Finance · visibility
THE PROBLEM

The owner had accounting data but no visibility into where money was actually going. Financial close took 30 days. By the time leadership saw spending patterns, it was too late to act.

THE RESULT

Real-time financial visibility dashboard with integrated data.

→ 30-day close → 1-day close
leadership responds to spending immediately
05
Sales · lead intake
THE PROBLEM

Leads came through phone, email, and forms. Response time varied from hours to days. No agreements collected upfront meant no-shows. Managers had no visibility, competitors were reaching out first.

THE RESULT

Automated lead intake with instant response, agreement collection, and team visibility.

→ 10% more deals closed
response time: hours → minutes
// 03What leaders say

"Ashley looks beyond simple fixes to build scalable foundations. She architected a system that reduced manual effort while giving leadership a single source of truth."

Randy W.

"Ashley excels at reconciling business requests with real user needs, consistently identifying gaps and improving workflows."

Jovan R.

"She transformed raw data into actionable insights and implemented systems that improved recruiting efficiency and decision making."

Harley S.
// 04The process

How the work gets done

STEP 01

Understand

We start by understanding how decisions are actually made and where they break down, not by leading with tools.

STEP 02

Design

We design systems that are documented, maintainable, and built to be owned by your organization long-term.

STEP 03

Implement

We guide adoption so systems stick and teams actually use them.

STEP 04

Sustain

Success means the organization can operate without us, systems work reliably, leadership trusts them, teams own them.

// 05What we build

Systems that do four things

01

Decision-Ready Data

Architecture and reporting that give leadership reliable financial and operational visibility they can actually trust and act on.

02

Scalable Workflows

End-to-end automation designed to reduce manual effort, clarify ownership, and support consistent execution as you grow.

03

Foundational Infrastructure

Entity structure, financial systems, and governance designed to scale without constant rework or reliance on one person.

04

Integrated Environments

Well-defined integrations that reduce fragmentation, eliminate manual handoffs, and improve reliability across systems.

// 06Let's talk

Let's talk about your specific challenge.

Start with a free 30-minute intro call. Bring your problem, we'll assess whether working together makes sense.

Book a free conversation
Or reach out directly
email ariverofdata@gmail.com phone (720) 248-7373 linkedin /in/ariverofdata
// Case Studies

All case studies

// Newsletter

Notes on data, automation & AI systems

Practical essays on building systems leaders actually trust, delivered straight to your inbox.