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Real Solutions. No Buzzwords.

We apply the right technology to your toughest business problems — without jargon, fluff, or rigid frameworks. Pimsur.ai is led by veteran operators who’ve delivered results where it matters — in business and beyond.

The Who

Deep Experience Where It Matters Most
Our founders have led high-stakes projects across nuclear, infrastructure, manufacturing, and AI — and now bring that cross-domain expertise to solving your toughest problems.

Ben Huffman

Ben Huffman

Founding Partner

Ben is a hands-on builder and technologist with a track record of leading teams in nuclear plants, sawmills, and other demanding environments. He began his career as a Navy submarine officer before founding an industrial consulting firm, where he built software to track machinery performance. That work sparked a deep dive into AI/ML, leading to graduate certificates in Programming and Data Science from Harvard. Ben now combines real-world grit with advanced technical skill to build tools that help the people doing the work move faster, smarter, and better. He holds a B.S. in Civil Engineering, an MBA, and a Senior Reactor Operator license.

Scott Stewart

Scott Stewart

Founding Partner

Scott is a seasoned operator and executive with 20+ years leading complex transformations across energy, infrastructure, and manufacturing. A former Navy submarine officer and nuclear engineer, he’s led high-stakes programs in both government and the private sector — always with a focus on execution, precision, and measurable outcomes. He holds a degree in Mechanical Engineering and a Master’s in Management from Harvard, combining technical depth with business acumen to help clients cut through complexity and deliver results that matter.

The How

Our approach is simple: no BS, no black boxes, and no pushing tech you don’t need. What sets us apart isn’t just our technical skill — it’s our background running complex operations. We know how to spot the real problems, and we use today’s powerful tools to solve them fast. No fluff. Just focused execution.

1. Understand the Problem

We start by listening. We dig into your toughest challenges and spot where AI/ML can actually move the needle — not just where it sounds cool.

2. Design the Right Plan

We stay tech-agnostic. That means we use what works for your use case — not what’s trendy. We design lean, realistic strategies built around outcomes, not overhead.

3. Build, Deploy, Iterate

We implement fast, get feedback quickly, and improve from there. No drawn-out roadmaps. Just working solutions and real-world impact.

The What

Wondering where AI, machine learning, or even just better data wrangling can make a difference?

These real-world examples show how we’ve applied the right tech — from streamlined pipelines to smart models — to solve high-impact problems without the overhead.

Unified Data for Real-Time Visibility

We consolidated data from multiple sources — including a low-code QC app and direct PLC integrations — to give operators and leadership a live view of a composite manufacturing plant’s performance. This clarity led to a 30% productivity boost and helped the team hit performance targets for the first time.

Integrated Sales & Ops Dashboard for Apparel Brand

We connected six APIs across the client’s fragmented retail stack — pulling data from sales, invoicing, payments, and shipping systems into a single executive dashboard. The solution included automated alerts for red-flag metrics and gave leadership real-time visibility across operations. The result: tighter inventory control, faster response times, and a major leap in on-time shipping performance.

Visual Search for Instant Product Matching

We built a computer vision solution that lets DIY users snap a photo of a part or component — no need to know the name. The system identifies the item and matches it to a wholesaler’s product catalog, layered with real-time inventory from nearby stores. Result: customers found what they needed instantly, and local sellers moved product faster.

Let’s Talk.

If any of this sparked an idea — or you just need a partner who can actually get the work done — we should connect. Whether you're just exploring or ready to build, we're here for the heavy lift.