Built at Bobshop
A collection launch, imaged from the shop's own studio photos
18 campaign images for the Al Gusto collection, generated with AI from the shop's studio photos. The brief took a 20-minute interview.
More capacity.More growth.No extra hires.
Build AI employees into the way your company already runs, and into work that was out of reach before.
The shop's listing photo


Hello, please quote 40 × KX-200 control units, 40 × MK-4 mounting kits and 2 days of on-site commissioning, delivered by 14 November. Same terms as our framework agreement.
Best regards, M. Weber
| Item | Qty | Unit | Total |
|---|---|---|---|
| KX-200 control unit | 40 | €412.00 | €16,480.00 |
| MK-4 mounting kit | 40 | €38.50 | €1,540.00 |
| On-site commissioning, day | 2 | €960.00 | €1,920.00 |
| Framework discount 6% | −€1,196.40 |
| Part | Qty | Delivery |
|---|---|---|
| Bracket BR-12 | 500 | 7 Nov |
| Hinge H-40 | 1,200 | 7 Nov |
| Panel P-220 | 180 | 21 Nov |
Reference: your order PO-3317
| Part | Ordered | Confirmed |
|---|---|---|
| Bracket BR-12 | 500 · 7 Nov | 500 · 7 Nov |
| Hinge H-40 | 1,500 · 7 Nov | 1,200 · 7 Nov |
| Panel P-220 | 180 · 14 Nov | 180 · 21 Nov |
Guten Morgen Frau Keller,
Ihre Bestellung 55190 hat unser Lager gestern verlassen. Die Sendungsnummer lautet 00340434 1822 6619 04, die Zustellung ist für Mittwoch angekündigt.
Viele Grüße, Ihr Kundenservice
September's marketing report is closed. All eight exports read, six plausibility checks passed. Ready for your review.
42 emails came in overnight. 41 replies are drafted in the customer's language and waiting for you. One damage claim went to Returns with the photo attached.
Quote Q-2026-0418 for Nordal Kühltechnik is ready: three lines, framework terms applied, delivery by 14 November confirmed against stock.
Checked the discount, sent. Thanks.
Kessler confirmed 1,200 hinges instead of 1,500 and moved the panels to 21 November. Query to the supplier is drafted; production planning is flagged.
12 new product pages are drafted from the supplier data, in seven languages, with attributes checked. Waiting for sign-off before they go live.
Every figure is the team's own before and after, logged task by task.
“He didn't sell us a tool or a strategy deck, he sat with my team and shipped something that works.”
“Every business owner I know has the same worry — AI costs explode and the tools don't reliably do what they promise. Federico is the opposite of that … He's honest about what AI can and can't do yet, and we trust him with data that actually matters to the business.”


50–89% less time
Built at Bobshop
18 campaign images for the Al Gusto collection, generated with AI from the shop's studio photos. The brief took a 20-minute interview.
| ID | Department | Type | Workflow | Before → after | Status |
|---|---|---|---|---|---|
| B-060 | Marketing | Skill | Monthly marketing reporting | 8 h → 2 h a month | Approved |
| B-003 | Graphics | Skill | Set images composed onto model templates | 75% less time | Approved |
| B-009 | Marketing | Skill | Marketing translations, six languages | agency → in-house | Approved |
| B-010 | Marketing | SOP | Product attribute check | ~50% mis-attributed → fixed, auto alert | Approved |
| B-045 | Service | Pitch | AI replies to customer emails | waits up to ~40 h → minutes* | Pitched |
| B-042 | Management | Pitch | Blog article process | 1 week → 2–3 days* | Pitched |
| B-041 | Graphics | Pitch | Image material per season | ~90 h → ~15 h* | Pitched |
Recreated from the team's live log, names removed. 12 AI Skills approved and in daily use; 9 new workflows pitched by the team itself. *The team's own estimate for a pitch, not yet built.
Built at Bobshop External translators replaced in-house.
“I've built a $10M+ online education business, and Federico is the person I call about AI. Unfair advantage is the honest term for it.”
Built for Option Harvest The launch engine for Jonathan's next business: funnel, email automation and deployment, 75% faster to deploy than estimated. optionharvest.io



Example operating map of a fictional company. Yours is built in week one, from your processes, and priced in your own numbers.
Where AI creates the most value in your company, ranked and recorded as your Operating Map. The first AI employee already starts while processes are gathered.
One working session with your team, new AI employees built and shipped by me. Remote first, short on-site sprints where they help.
As AI employees go live, the next highest-value work is chosen. Your team learns to build its own.
Your systems, any AI vendor.Built into the software you already run; any model, now and later.
Your data stays yours.Business AI plans only: your content is not training data, your admin holds the keys.
A person checks what matters.Every output that reaches a customer, a supplier or your books has an owner.
You keep everything.AI employees, workflows, the Operating Map, the Company Brain and the Team Toolkit.
Three companies per quarter. Includes the diagnostic and your Operating Map in week one, a weekly working session, and every AI employee built and shipped.
Apply for a spot3 companies per quarter 30-minute call: learn where AI employees create the most value in your company.
Medicine taught me the habit that makes AI safe to run a business on: check the output before it reaches the patient. Every AI employee I ship carries that check.
Dr. med., RWTH Aachen, summa cum laude. First author in Psychiatry Research (2025) of a new method for reasoning over a patient's lifetime drug exposure, built with an AI research system of my own design.