Case studies

Real engineering work for technical organizations: operational bottlenecks, scientific scale, and software that teams can run—plus products we build and operate end to end. Explore our services or learn about our approach.

Client & partner work

Selected collaborations where we helped turn messy data and workflows into systems and deliverables.

National Park Service

National Park Service

Problem

Ecological monitoring across vast landscapes produced diverse datasets without a single operational system for teams to act on.

Outcome

Delivered a full-stack application with cross-disciplinary partners so ecological health signals could be explored and used consistently at scale.

Montana State University

Montana State University

Problem

Bird population research in the Greater Yellowstone Ecosystem needed autonomous sampling infrastructure and analytics that could keep pace with field reality.

Outcome

Built autonomous sampling systems and analytical methods to quantify trends and drivers—turning complex field programs into repeatable measurement pipelines.

Marine Megafauna Foundation

Marine Megafauna Foundation

Problem

Evaluating manta ray populations in Florida required rigorous analysis and clear deliverables—not ad hoc spreadsheets—so science and outreach could align on the same story.

Outcome

Partnered with the Florida Manta Project director to analyze data and produce distribution insights stakeholders could trust and reuse.

Ethos

Ethos

Problem

Internal operations (GIS, HR, payroll, invoicing) and exploration workflows were split across brittle tools that did not scale with the business.

Outcome

Shipped internal full-stack systems for core operations and deep learning architecture for a mineral exploration application—one engineering partner across software and ML.

Ecovision-owned products

Software we design, build, and operate—each tied to a clear user and operational problem.

FAFO

FAFO (Florida Anglers Fishing Optimizer)

Problem

Anglers and charter captains needed a decision tool that turned shifting on-the-water conditions into actionable guidance—not another static map product.

Outcome

Built the first AI-enhanced, geospatially driven Florida fishing application alongside captains, anglers, and data scientists who know these waters.

CaptainsHQ

CaptainsHQ

Problem

Fishing charter captains and small teams were juggling bookings, deposits, reminders, and customer records across messages, spreadsheets, and disconnected tools.

Outcome

Shipped a mobile-first Progressive Web App with a production API: public booking pages with Stripe, shared workspaces for crews, calendar operations, CRM, and automated customer messaging—one system from inquiry to paid trip.

ROHQ

ROHQ (Rental Operations Headquarters)

Problem

Bicycle, ski, and outdoor rental operators needed operational software that matched how shops actually run day to day.

Outcome

Delivered rental operations software purpose-built for the industry—from inventory to customer flow—so teams could run the business, not fight the tool.

EcoLog

EcoLog

Problem

Field teams needed ecological logging that worked offline, stayed flexible across study designs, and synced cleanly when connectivity returned.

Outcome

Shipped a field-first ecological data logging app: offline-capable, highly customizable, and designed to simplify collection without sacrificing structure.

Have a similar challenge?

Let’s discuss your data, software, or infrastructure needs—we will respond with a practical view of scope, risks, and a credible path to production.