Penn State angels back Raise Robotics' robots for work at height + 3 more (Issue #31)

Good morning, it's Sunday, November 15, and this is The Daily Punchlist. No inspections, no deliveries, and nobody parked in the laydown yard. Enjoy it.

Today's theme is getting people off the lift and out of the counting. Robots take the work at height, and AI takes the takeoffs and the quote chasing.

In today's issue

Penn State angels back Raise Robotics' robots for work at height
Constor launches AI takeoffs on Y Combinator
Raiven brings AI procurement to PlanHub's 500,000 users
FORMAS puts AI renders inside Trimble Connect

1. Penn State angels back Raise Robotics' robots for work at height

Nittany Angels, Penn State's angel investment network, committed $189,000 to Raise Robotics on Nov 13. Raise's Autonomous Mobile Fabricator mounts on standard aerial work platforms like scissor lifts and carries swappable tools, so crews stay on the ground while the robot works overhead. It rehearses each new job in simulation before it reaches the site, then adapts in real time once it's up there.

The fine print: Raise reports zero safety incidents across more than 6,000 field hours and work on projects in eight states.

Why it matters: Falls account for roughly one in three construction deaths, and fall protection has topped OSHA's most-cited list for 16 years running. A recent Raise setup worked roughly six stories in the air. Send the robot up the lift.

Source: https://www.psu.edu/news/business-and-industry/story/nittany-angels-funds-company-develop-robots-risky-airborne-construction (Penn State, Nov 13)

2. Constor launches AI takeoffs on Y Combinator

Constor posted its Launch YC this week, pitching itself as an AI-native OS for construction that starts with takeoffs and estimates for subs and GCs. You upload drawings and specs, Constor identifies, measures and counts the elements, and you review the quantities before it pulls in the right price sources to build the estimate. Co-founder Louis Pires grew up in his family's HVAC business and started helping with takeoffs in middle school.

The fine print: Constor says estimators spend about an hour per drawing by hand, so a 50-drawing job can eat around 50 hours before anything gets priced.

Why it matters: Takeoff hours decide how many jobs a shop can bid. Constor plans to add bid submission for subs and offer comparison for GCs next. More bids, same estimator.

Source: https://www.ycombinator.com/launches/XT0-constor-the-ai-native-os-for-construction (Y Combinator, this week)

3. Raiven brings AI procurement to PlanHub's 500,000 users

Raiven, which calls itself the "Agentic Chief Procurement Office" for the trades, announced a partnership with preconstruction platform PlanHub on Nov 12. Contractors on PlanHub can use Raiven to build a materials list, request quotes from their preferred suppliers and find Best Value purchasing options. They also get free access to Raiven Connect, its supplier network.

The fine print: It starts with a referral link. Deeper technical integrations are planned, with no date given.

Why it matters: Raiven's Best Value system weighs availability, lead time, freight, supplier location and delivery, not just the unit price. Materials are usually the second-biggest cost after labor. The cheapest wire isn't cheap if it shows up late.

Source: https://www.morningstar.com/news/pr-newswire/20261112sf93161/raiven-and-planhub-partner-to-help-contractors-bid-smarter-and-buy-materials-at-best-value (Raiven via PR Newswire, Nov 12)

4. FORMAS puts AI renders inside Trimble Connect

FORMAS.AI released an extension for Trimble Connect on Nov 13. Teams can pull PDF floor plans or a saved 3D view straight from the project, then generate AI renders of interiors and facades or a furnished floor plan. It also makes short videos and construction timelapses, and saves results back into the Connect project.

Why it matters: Getting a render used to mean exporting the model and jumping to another tool. Now the owner meeting visuals come from the same project the team already works in, and the original model stays untouched. Installing it is free, and generations use FORMAS credits.

Source: https://www.formas.ai/product-releases/formas-ai-for-trimble-connect (FORMAS, Nov 13)

Trending on X

@LesyaHendrix, who says the job went from managing a Level 4 robot fleet at Nuro to building Level 4 robots for construction, sharing "what a day on the jobsite actually looks like once autonomy is real": 137 likes, 13 reposts, about 24,400 views. Autonomy is moving from the road to the site. https://x.com/LesyaHendrix/status/2121641593820282985
@newscientist on researchers using a robot to build a radio antenna in space with no astronaut help: 42 likes, 10 reposts, about 7,800 views. Robots doing the work at height, extreme edition. https://x.com/newscientist/status/2121587024637403426

The Daily Old Joke

Why do construction workers make bad bartenders?

Order a stiff drink and they bring you a glass full of cement.

Tool of the day: Kreo

Kreo is cloud-based AI takeoff for AEC teams. It detects elements on your drawings, cross-references data across sheets, builds flexible reports and turns the measurements into cost estimates. Good one to line up next to Constor (#2). https://dailypunchlist.com/tools/estimating/kreo/ · https://www.kreo.net

Issue #31 (Sunday, Nov 15, 2026)