Skip to content
‹ Back to IndustriesEngineering & Construction

Advanced Automation: How AI Has Impacted Industry and Manufacturing

David Fuller, CEO at Artificial, grew up in a pre-pc world; however, his father’s work in the military running war simulations in the California desert meant that he had access to computers in his home. While this may sound like the first line of a best-selling sci-fi novel… it is actually the beginning of a…

This story was produced through MarketScale. See how Engineering & Construction teams put it to work with Partner & Channel Enablement.

Promoted content from Calvary Robotics on MarketScale.

·
Share
Advanced Automation: How AI Has Impacted Industry and Manufacturing

Free workspace

Turn your Engineering & Construction expertise into content.

Record interviews, organize footage, and write with AI on a free trial of the MarketScale platform for qualifying companies. No demo required, no credit card.

Try it Free

David Fuller, CEO at Artificial, grew up in a pre-pc world; however, his father’s work in the military running war simulations in the California desert meant that he had access to computers in his home. While this may sound like the first line of a best-selling sci-fi novel… it is actually the beginning of a story that leads to how AI is poised to help the biotech industry work smarter and faster.

“As a kid, very early on, essentially pre-pc market, I had computers available in the house and I loved them… loved computer science… loved programming… taught myself how to do it,” said Fuller. So, as one would expect, he went on to get a degree in computer science and graduated at the birth of the internet. The events were clearly aligned to support a long and prosperous career in the field of computer science.

With 19 years at National Instruments working in software development, team management, and globalization of the R&D workforce and a stint working for a robotics startup, Fuller was ready to maximize his knowledge and start his own company. This coincided with Fuller meeting Artificial CPO and Co-founder Nikhita Singh.

They worked together to take “a lifetime of donkeying around with automation, look at the best practices and digitization, and find a market at least relative to automotive, electronics, and mainstream production that’s both under automated, under digitized, and really importantly well capitalized,” explained Fuller.

This led to Artificial, a company dedicated to redefining labs to automate and digitize processes. He noted that he doesn’t necessarily get excited about improving the processes exactly but he does get excited about helping a company find cures to diseases such as Sickle Cell Anemia. Work towards this goal by one of the companies he works with was featured on 60 Minutes.

In the biotech industry, it’s a lot like the pre-internet days. They need tools to help them move forward. There is a hope that if labs can close loops within their systems that better data would be available and experiments will run more quickly and efficiently. As Fuller explained that the point of labs are to run flexible experiments to gather data and test to see if the results are good or bad.

“So, the reason that we see this urgency towards AI is the rate of human discovery is gated by the number of scientists and the speed at which they can run experiments. If we can do that faster using frankly even old-school automated control and just close a control loop with decent data, that would be a big step for a lot of labs. If you want to layer in the hype and reality of AI-based closed-loop systems, you can do that too,” said Fuller.

The conversation continues to explore the potential of AI to help companies and people across different areas including manufacturing and lab automation.

Calvary Robotics

Part of this channel

Calvary Robotics

Custom automated assembly and test systems for manufacturers

Visit the channel

Your experts belong here

Every story in MarketScale Engineering & Construction starts with a company putting its project engineers, superintendents, and estimators on the record. Buyers are already reading this topic. The only question is whose experts they find.

Owners shortlist firms they already trust, and your field leaders become the reason your name is on that list.

Book DemoSee how it works15 minutes, straight to a calendar.
B2B Weekly

The week in Engineering & Construction, and sixteen other industries, every Monday.

Ten stories, one-line takes, five minutes. Free.

Engineering & Construction: are you visible to AI?

Before they reach out, Engineering & Construction buyers ask AI engines which vendors to trust. Explore how your experts, customers, and partners can become useful content for buyers and AI search.

Free Trial

You just read one Engineering & Construction expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your project engineers, superintendents, and estimators into the articles, video, and social content Engineering & Construction buyers are searching for. Start a free trial and see it with your own people. For qualifying companies, no credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What your free trial includes

Hands-on access to the MarketScale platform
Media requests to your crowd, remote recording, AI writing tools
No demo required. No credit card.
For qualifying companies. Company confirmation required.

More Engineering & Construction Insights

Satellite bus maker Apex is in talks to raise $500 million at a $4 billion valuation

Satellite bus maker Apex is in talks to raise $500 million at a $4 billion valuation

Bloomberg reported on October 22 that satellite bus maker Apex is in talks to raise about $500 million at a valuation of roughly $4 billion, with Washington Harbour Partners expected to lead and Andreessen Horowitz and XYZ Venture Capital participating. The talks are unconfirmed. Apex raised $200 million at a $2.3 billion valuation in June and is working with Northrop Grumman on Golden Dome interceptors.

  • 01Apex's Factory One is designed to build around 200 standardized satellite bus platforms annually, with the June funding allocated for expansion and deeper vertical integration.
  • 02The company is being valued as an industrial manufacturer with a product line, not as a launch provider or constellation operator, signaling a shift in space manufacturing economics.
  • 03Demand for proliferated national security constellations, where the Pentagon buys large fleets of smaller satellites instead of a few exquisite ones, is behind the reported valuation talks.

Oct 23, 2026

Procore's AI Go app lets jobsite crews ask their project data out loud

Procore's AI Go app lets jobsite crews ask their project data out loud

Procore AI Go is a voice-first app, now in open beta, that answers crew questions from drawings, specs, RFIs and daily logs. Procore plans to let crews create daily logs and draft RFIs by voice, and to bring its AI agents to the app.

  • 01Procore AI Go starts as a voice lookup tool. Procore says crews will later be able to create daily logs and draft RFIs by voice.
  • 02Neither headline productivity figure measures field voice queries; an independently designed study at Moss Construction is the first test aimed at AI Go and AI wearables specifically.

Oct 21, 2026

Matt Willson makes the case for modular chip plants

Matt Willson makes the case for modular chip plants

Holland Construction’s Matt Willson argues for modular chip and battery plants. ABC’s updated 2026 workforce estimate is 349,000 net new workers.

  • 0145% of contractors say a project ran late because they couldn’t staff it, making crew availability a bid-time question for owners planning a new plant.
  • 02Once modules are fabricated, design changes generally can’t be made, pushing decisions and costs earlier in the project.

Oct 16, 2026

Explore More Engineering & Construction Insights

Read more expert perspectives from across Engineering & Construction.

Browse Engineering & Construction Hub

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Engineering & Construction and beyond.

Book a Demo

Or call us. No forms required. We pick up. 214-945-2512