Press kit The Lumber Outlet Group Revised October 11, 2026 First issued August 30

Human-owned. AI-run. Real goods from real makers.

The Lumber Outlet Group is a Wisconsin slow-goods brand with one claim it can prove and a competitor cannot fake: we know who made it. Every maker we carry is vetted, named on the site with their written permission, and keeps their own mark on the work. It is not a marketplace: one brand, one standard, and makers who trust us to carry their name. Behind the storefront runs the reason a company this small can promise that: an agentic supply chain platform that finds makers, writes to mills in their own languages, keeps the books, runs the drawings, and picks up the phone. The AI is called Max. A human named Dan approves every dollar. The store is also the working proof of that platform. The brand slogan is Log Off. The founding principle is Live Deliberately.

The fastest way to check every claim in this kit

+1 (920) 526-1583

Max answers. Not a phone tree, not a recording: the AI that runs the company picks up its public line, any hour, identifies itself as an AI, and will talk through anything on this page. If you need the founder, Max can put you through to him live. Calls cap at eight minutes and Max makes no commitments by phone.

Or talk to Max right here, and let it show you around
Live voice, in this page. Microphone required; nothing is recorded.

01The makers: a store built to celebrate the people who make things

Most stores hide the road between an object and the person who made it. This one is built the other way round. Makers sit first in the navigation, ahead of the departments. A bar of soap that took six weeks to cure in Stevens Point. A candle poured by hand in Madison. The company brands the box and tells the story. The maker signs the work, and keeps their own label on it.

THE USUAL ROUTE Who made it Factory Importer Brand The shelf subcontracted by the container warehoused no name on it THIS ROUTE Melissa Neigbauer Square Girl Soapworks, Stevens Point Wisco Home Goods Jeremy, hand-poured soy candles, Madison not yet named nobody in between The shelf Named only with a written yes. Withdraw it and the name comes down in the same keystroke.
Both routes end at the same shelf. The roster at /makers held two names on 17 September 2026, because two makers have consented in writing.

The model has a name: microsourcing. Instead of one supplier per function, the company works with many person-scale makers, most of them in Wisconsin, most of them with day jobs, paid a fair side-job rate and never asked to feel the company's clock. The company's own dates move before a maker's pace does. A network of people like that cannot serve fast fashion. It can serve slow living, which is the point.

Nobody is named without a written yes. The roster at /makers only renders a maker when two locks are open: they consented in writing to be named, and the company published the profile. Withdrawing consent unpublishes in the same keystroke. The roster opened empty on purpose and grows one honest name at a time. The first is Melissa Neigbauer of Square Girl Soapworks, Stevens Point, whom the founder met at her table at a craft fair at the Wade House in Greenbush. Her bar of cold-process soap was the first maker-made good the store opened with, photographed, stocked, and priced at ten dollars. The second is Wisco Home Goods of Madison, where Jeremy has hand-poured soy candles in small batches since 2017.

The makers author nothing. The company drafts each profile from a maker's own site, emails and notes; the maker only corrects. Makers never have to fill in a form.

Not every maker is one person. In 1905, a year after the Sheboygan Knitting Company burned down, the Hand Knit Hosiery Company began knitting heavy wool socks and liner mittens for the lumbermen of the area, under the brand name Wigwam. The mill is still in Sheboygan, still family run, four generations on. Its first customers were Wisconsin lumbermen, and this company is called The Lumber Outlet Group and keeps its address in the same county. On 17 September 2026 the founder walked that knitting floor and, after a business plan the agents researched and wrote for the sock line was handed to the mill for a reality check, placed an opening order: three sock styles and a knit cap, priced at Wigwam's own retail. He collected it at the mill and paid at the counter on 28 September 2026, and the four listings went on sale the same day. The story, with its sources, is at /wigwam.

The WorkbenchEvery maker gets a private bench on the site, opened by a magic link. No passwords, no accounts. They see the same read the company sees about their own pieces: traffic, units, revenue, review comments verbatim, what to hold capacity for. The bench flows both ways.
The StudioA staff photographer, a Sheboygan colleague who shoots evenings and weekends, works from the same kind of bench. A released frame becomes the rev-controlled photograph of record for that product. Renders retire as the real photographs land.
The front door/makers/apply takes three required fields and a phone, text, email or video call above the form. An application lands as a supplier lead on the purchasing desk the moment it arrives, never in a second inbox.
The direction of travelThe next product the company is building is for the makers, not for itself: a bench that turns a one-person shop's track record with us (delivered on time, passed the dimensional check, the nth repeat order) into a verified record they can carry to any buyer they like.

02The platform: a supply chain that runs itself, from one rented server

Behind the storefront is an operating system the company built for itself in two weeks and runs on one rented server. Internally it is called the Boardroom. It is not a dashboard someone reads. It is where the company's AI does the work and where the human sees only exceptions.

The rule that shapes every desk: every number has a source and a date. Stock is never a stored figure; it is the sum of an append-only ledger of receipts, sales, returns, samples and write-offs, each line with a reason and an author. Nothing is tracked without a source, a cost, a plan, and an age-out date. A fact that lives only in a chat transcript counts as a failure of the system.

Quality runs on the same discipline the founder practices in his day job as a quality engineer for manufacturers: APQP and PPAP on the inside, first articles, control plans and gold seals, translated into plain workbench language on the outside. A maker is never asked to measure something the drawing did not define.

A supplier writes Max drafts the reply The money The supplier record Dan filed by mail sync, the only filer escalation only recorded after it moves to purchasing@ an answer a decision answered the same day by hand and it goes on the record never
The circuit that runs the company. Max owns the thread and closes it the same day; the founder sees the few that need his voice. Boardroom, 12 September 2026.
PurchasingEvery supplier record is a living thread: leads, quotes, samples, the ask that is open and who spoke last. The AI owns every relationship by default. A Call Sheet raises the few real decisions to the founder, disposition first.
MailThe inbox as a queue of decisions, split by who spoke last. Every supplier reply is answered the same day. A reply nobody has answered is loud; a healthy thread is quiet.
InventoryHolds close the oversell window before the payment processor ever sees the cart. A refund is not a return: it opens a disposition a human presses Restock or Write off on. Stock arriving never opens checkout by itself.
FinanceA cash ledger against a hard ceiling the founder set. Money moves only by his hand; the AI records a payment only after it has moved. Every number pitched in this kit traces to a row in that ledger.
ProgramsOne product from spark to shipped run: a gate ladder as the spine, then Plan, Engineering, Sourcing, Quality, Market and Financials. Three programs are on it today: the Jumbo, Larry, and the Max lamp.
The morning call sheetAt six every morning the founder gets a one-page PDF of what needs his voice that day, with a card for each call. He dials. The AI writes the card before and the follow-up after.

The founder's stated aim is an agentic company that “runs itself, improves, evolves.” The AI owns communication; the human is escalation-only. Since 19 September 2026 the store says so plainly: human-owned, AI-run. People make every decision about money and about which makers are carried.

03The engineering bench: drawings a shop can cut from, and a child can make

The company does not send makers a mood board. It sends a released engineering package: numbered sheets with title blocks, a bill of materials, a drawing register, revision letters, and 1:1 templates verified to print at true scale. Views are generated from the design file; annotation is authored by hand; a regeneration cannot delete a dimension. Before a package goes out, four automated gates have to pass (legibility, completeness, geometry, view freshness), and then three independent adversarial reviewers read it, one lens each. On the Jumbo that review failed at Rev E, found a datum surface that did not exist and an exploded view that did not explode, and the fixes closed the same day. The company publishes that. It is the story.

The same bench has a public door. Log Labs is the kids' side of the site, two benches, wood and cloth, each carrying a dated note of the newest thing on it. On the wood bench a child can design a bench: draw the top with a finger, pick the wood, the edge, the paint and the legs, and watch it turn into the same kind of drawing a shop gets sent, with their name in the corner. Nothing on those pages is sent to the company. Real shop words throughout: tolerance, first article, MOQ. The Build Log follows the real programs below at a nine-year-old's reading level and never claims an object exists before it does.

The design file Views generated Dimensions by hand a regeneration cannot delete one four automated gates legibility · completeness · geometry · freshness three readers, one lens each Released and signed sent back Max mascot lamp The Jumbo Larry 19 findings, 2 critical. Released 30 Aug. Sent back at Rev E. Released Rev K, 5 Sept. 42 findings, 13 critical. Pattern pack out.
The gate every drawing set walks. The three tallies are the drawing registers as they stood on 12 September 2026, criticals included, which is the only reason publishing them is worth anything.

04The Jumbo: a nine-year-old asked for a 747

AI-made crayon-style drawing of a wooden jumbo jet flying over a green hill
Not his drawing, and not a photograph. This crayon-style picture was made with AI from a written description of the toy, because nobody has built one yet. It goes on the front of the packet every shop receives, with the true-scale elevation on the facing page. A maker meets the story before a dimension.

The founder's son asked for a 747. What came back is The Jumbo: a 380 mm sculpted maple jumbo jet with a walnut nose cap and walnut engine nacelles, a toy built to be handed down, sold as a toy and nothing softer. No. 001 is a Christmas present, wrapped for the 25th of December. A numbered run of 25 is being quoted alongside it. Retail will be $149.

The engineering ran nine revisions in two weeks. Released at Rev K on September 5, 2026, signed by the founder, seven sheets. Requests for quote are with three Wisconsin wood shops for two prototypes: a test article that gets pulled, dropped and measured, and the gift itself, which does not go to the child until the test article has passed.

Because it is a toy, the company will not sell a single unit before an ASTM F963 lab test and a Children's Product Certificate, both mandatory before the word “toy” appears in any listing or advertisement. No bulk order is placed before a gold-sealed first article sits on the founder's desk.

The Jumbo drawn to scale at Rev B: side elevation and plan view
An early conformance plot, Rev B, September 1: 380 nose to tail, 148 tall on its wheels, 340 wingspan, 34° sweep. The released set is nine revisions later. The distance between this drawing and Rev K is the Build Log.

05Larry: a plush llama, designed by a child, engineered like a part

AI-made crayon-style drawing of a cream llama with plaid ears and socks, standing on green grass
Not his designer’s drawing, and not a photograph. This crayon-style picture was made with AI from Larry’s design file. The founder’s verdict on it: “cute as hell.” The look is this picture, and the pattern is measured and cut to it.

Larry is a 40 cm jointed llama in the 1950s style: wool pile, carded wool fill, five disc joints, the company's own check on his ears, socks and pads. He was designed by the founder's son, in a private room on the site that opens with a link only he has. The company then did to a stuffed animal what it does to an airplane: the pattern is generated from the design file, all 21 pieces, every seam with matched notches, every plush piece carrying a derived nap arrow, and a check that the set closes.

The three-lens review on Larry (pattern and fit, child safety, thirty years of ownership) returned 42 findings, 13 of them critical, every one dispositioned in the register. The study of how a llama was built in 1955 (wood-wool inside, glass eyes on wire, cotter pins in the joints) stays in the file as a record and not a product, because all three come loose. Larry is for a child of three and up, built to be kept thirty years.

The honest state on 19 September 2026: nobody had sewn one yet. A Wisconsin bear artist said yes on September 8 to making the first one, and the pattern pack is with her. The first article is pending, and every ease figure in the pattern is a prediction until it exists.

06Max: the AI that runs operations, and the lamp it became

Max is the company's operator. Not a chatbot bolted to a store: the identity that owns every supplier relationship, drafts and sends purchasing mail from the company's own mailbox, files every reply against the record it belongs to, raises the few decisions a human has to make, and writes the founder's morning call sheet. It answers the public line, identifies itself as an AI on every call, and has put real callers through to the founder's mobile live, with a one-line whisper first so he knows who is on the line. Unknown callers open a service lead automatically. Max makes no commitments by phone, in mail, or on this page; decisions go to the founder.

The founder's description of the relationship he wants: “Max is going to be my Tron.” He does not want to sit behind a computer. He wants to talk to Max, and have Max leave notes for the team. Voice first, dashboard second.

Max is also a product. The Max mascot figure lamp is an articulated white-oak robot whose head is a working bulb. That is the idea. Seven sheets, a 29-item bill of materials, released August 30 after a review that found 19 defects including two criticals, all dispositioned. It is blocked, on purpose, on one line item: no wood gets cut until a bulb that actually fits is real. Three vendors are sampling.

AI-made crayon-style drawing of a wooden robot lamp whose head is a lightbulb
The Max lamp, in a crayon-style picture made with AI. Not a photograph. Prototype validation item one is the bulb, and there is no prototype until it exists.

07The garments: two pieces of cloth designed by agents, in sourcing

Drawing of The Greenbush Check Flannel, pine colorway

Drawn, not photographed.

The Greenbush Check Flannel

$139 · In sourcing. Not on sale yet.

An exclusive plaid named for Greenbush, Wisconsin, where the founder lived in his running years, designed by an AI agent as a real weaving specification, not a graphic.

  • 108-thread sett, four yarn colors, written for the loom
  • Woven, never printed; specified as a heavyweight brushed cotton twill. Fiber content comes from the production label.
  • Quote request with a heritage weaving mill in Portugal, sent in Portuguese; US shirtmakers in parallel
  • Design of record is code: the plaid regenerates from a script
Drawing of The Nordic Knit Pullover, women's

Drawn, not photographed.

The Nordic Knit Pullover

$149 · In sourcing. Not on sale yet.

An original Nordic yoke, charted by an agent one stitch at a time and built for cold campfire mornings in the northwoods.

  • 24-stitch master repeat, 51 chart rows, knitted-in jacquard, never printed
  • Full per-stitch factory charts in two colorways
  • A hand-knitter in Peru is making the first two samples (in progress, October 2026)
  • First run planned as a numbered limited run
The Greenbush Check, true-interweave swatch render

The design of record. This swatch is not a mockup. It renders the actual interweave from the plaid’s thread counts: rust 4, pine 28, cream 4, pine 8, charcoal 24, pine 8, cream 4, pine 28. The same file that made this image is what the mill quotes against, and it is what the kids’ cloth bench draws from, so the drawing cannot drift from the cloth. A printed check would be a rejected order, not a variance.

08Fact sheet

6 daysthe company built, Aug 25–30, 2026, almost entirely by AI agents
$2,343paid as of 9 Oct 2026, every dollar to goods, samples or packaging
1rented server runs the whole platform
$0revenue so far. The shelf opened Sept 8 with one bar of soap.
107supplier records on the purchasing desk, 9 Oct 2026
12benches issued on the Workbench: makers, studio, design
2makers named so far, each with a written yes
3product programs in engineering: Jumbo, Larry, Max lamp
3 languagesagents wrote to mills in their own tongues
100%of spending approved by a human
Est. 2018eight years of a sign that said coming soon
1phone number, and the AI picks it up

09The founder

Dan Crouse sitting on a fallen log in the Wisconsin woods
Dan Crouse, on lumber. This photograph is real; so are the two below.

Dan Crouse spent his running years in Greenbush, Wisconsin, near the Kettle Moraine trails. He is a retired ultramarathoner with 48 races on the public record, including the Western States 100 and five finishes of the Kettle Moraine 100. By day he is a quality engineer for manufacturers, with a background in supply chain and purchasing. He named The Lumber Outlet Group in 2018 and it said coming soon for eight years, because the tools to run it the way he wanted did not exist yet. In 2026 they did. He owns the company, sets direction and approves every dollar; Max and a team of AI agents run operations.

His instruction to the agents, on record: “I want to give the little guy super powers.” The maker network, the Workbench, and the bench that hands a one-person shop its own numbers all come from that sentence.

“I priced what this would have cost the traditional way and it came back somewhere north of $400,000 and nine months. My agents did it in six days, and my hosting bill is smaller than a bar tab.”
Dan Crouse, founder
Priced the usual way What happened nine months six days 0 274 days The usual way was quoted at north of $400,000 as well. This one runs on one rented server, and the drawing above is to scale.
Both bars share one axis. The founder's own estimate against the dates in the commit log: built 25 to 30 August 2026.
“The part I’m proudest of is the supply chain. My agents designed a plaid, named it after my hometown, and negotiated with a Portuguese mill in Portuguese. Then they told me about it in English. I just said yes to the good ideas.”
Dan Crouse, founder
“Designing, sourcing, building and shipping these lamps and toys is the story. Follow the story. Follow the process.”
Dan Crouse, founder, on why the company publishes its drawings and its mistakes
Dan Crouse at the Western States 100 finish area, 2015, crewing for a friend
Western States 100, 2015, crewing for a friend. He came back in 2018 and finished the thing himself: 29 hours, 17 minutes.
Dan Crouse mid-race at The North Face 50, Wisconsin
The North Face Endurance Challenge, Eagle, Wisconsin, 2013, wearing that spring’s Caballo Blanco shirt from the Copper Canyon. He runs these for fun; six days of company was the easy part.

10The fine print, offered up front

  1. The store is open, and the shelf is thin on purpose. Goods are stocked from the two named makers, Square Girl’s soap and Wisco’s soy candles, and from Wigwam Mills of Sheboygan, three sock styles and a knit cap; the soap has its photograph of record; the company's own printed merchandise is buyable; nothing has sold yet. The company has no burn rate and no runway, so it opens each product when the goods are real rather than when a date says so.
  2. The flannel and the pullover are in active sourcing. Neither is on sale, and the product pages say so. The Portuguese mill under quote changed in September; the specification did not.
  3. The Jumbo, Larry and the Max lamp are engineering programs, not products. No one has built one. The three crayon-style pictures on this page were made with AI. None was drawn by a child and none is a photograph, and each caption says so. Larry’s picture is also his design reference: the pattern is cut to it.
  4. Product imagery is a mix: photographs of record where a real object exists, AI renders where one does not yet, and an automated inspector reviews every image on the site daily. The founder's photographs are real.
  5. Every number in this kit traces to a purchase order, an invoice, or a row in the company's cash ledger, and receipts are available to reporters on request.
  6. Est. 2018 refers to the brand name, which the founder created that year and left saying coming soon; the operating company was built August 25–30, 2026. The two are never conflated.
  7. Makers are named only with their written consent, and only the two named above have given it. Suppliers and shops under quote are not named in this kit. The founder's son is not named in it either.
  8. The Lumber Outlet Group is a DBA of QualityEngineerAI LLC, Sheboygan, Wisconsin.

11Contact & assets

Press contact: Dan Crouse · dan@thelumberoutletgroup.com

Site: thelumberoutletgroup.com · The makers: /makers · Log Labs: /labs · Instagram / Facebook: @thelumberoutletgroup

Interview the AI: call +1 (920) 526-1583 and Max answers the line itself, any hour, and can put you through to the founder.

High-resolution imagery, the plaid’s weaving specification, the sweater charts, the Jumbo and Larry drawing sets, and the full cost ledger are available on request. Interviews with the founder, with the first named maker (through her), and with Max can be arranged.