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Automating Type Safety in Critical Industrial Systems

Plow Technologies, a U.S. leader in oil and gas well site automation with over a decade of field experience, builds custom control systems for industrial challenges. Now part of PakEnergy, Plow continues driving innovation across critical industries.

Industry Industrial Automation
Location Oklahoma City, USA
Global Reach Oil & Gas, Manufacturing, Renewables

The Challenge

Plow Technologies needed guaranteed consistency between its Haskell backend and ReasonML frontend as SCADA data structures evolved. Shifting types risked runtime failures, slowed development, and compromised reliability in mission-critical systems.

Plow Technologies case study – The Challenge

How We Approached It

Stack Builders developed a custom code-generation tool that automatically generated frontend types based on the backend, eliminating manual errors, streamlining delivery, and ensuring Plow Technologies’ systems remained reliable and deployment-ready.

Plow Technologies case study – How We Approached It

A Closer Look At Our Approach

Partnership in Practice

A closer look at how we worked together on this project, including the engineering decisions, delivery practices, and collaboration model that helped us accomplish the goal.

  1. Step 1: Collaborative Delivery

    We worked closely with Plow Technologies to share knowledge, align on design decisions, and enable their team to maintain and extend the system.

  2. Step 2: Testing for Total Confidence

    We used property-based and golden testing to validate serialization between Haskell and ReScript for consistent data encoding across both systems.

  3. Step 3: Automation as a Design Principle

    We generated frontend types directly from backend definitions, keeping code changes aligned while reducing human error and long-term maintenance costs.

  4. Step 4: Strategic Architecture Alignment

    We designed an architecture connecting Haskell Servant API and ReScript/ReasonReact to ensure consistent data flow and reliable system performance.

The Solution

Stack Builders built an automated workflow to keep Plow Technologies’ Haskell backend and OCaml/ReasonML frontend perfectly aligned. Using Haskell types as the source of truth, we generated matching OCaml types and codecs. Integrated into CI, the system ran cross-language tests on every commit.

Plow Technologies case study – Solution Diagram

Solution Diagram

This diagram shows an automated workflow that enforces type-level consistency between a Haskell backend and an OCaml/ReasonML frontend. Types, serializers, and tests are generated from a single Haskell source of truth and validated via golden and property-based tests in CI.

Results & Impact

The automated type-synchronization system enabled Plow Technologies to release updates faster and with greater confidence. By generating types and tests directly from backend definitions, Stack Builders eliminated data mismatches, cut manual maintenance, and surfaced errors earlier in development. The result was improved reliability across mission-critical systems and a foundation that scales safely as payloads evolve.

100% Language Accuracy

Verified through automated property-based and golden tests.

Hours Saved per Release

Manual backend–frontend syncing was eliminated, reducing engineering time.

Earlier Error Detection

Serialization errors were caught during development, reducing risk and accelerating releases.

Project Tool Stack

We combined Haskell, ReasonML/ReasonReact, and four in-house tools to automate type generation, serialization, and testing, ensuring consistent data, fewer errors, and easier long-term maintenance.

Client Testimonial

Real impact, real growth. Hear directly from the team at Plow Technologies.

“Stack Builders was a great partner throughout the project. Their team was always helpful and responsive, and their expertise made a real difference in getting our system working the way we needed.”

Our Success Stories

Our work with Plow Technologies demonstrates how functional programming, automation, and type safety create reliable software built for long-term growth. Explore how we've helped other organizations overcome complex technical challenges and achieve meaningful results.

Let’s Build Together

Whether you're modernizing legacy systems or scaling mission-critical software, Stack Builders brings the technical expertise and disciplined engineering needed to build reliable, adaptable solutions. Let's discuss what we can build together.