real examples

Case
Studies

US shopping intermediary

Invoices and payments hands-free

One more employee works in the same spreadsheet and the same Gmail, just an AI one: it issues invoices, checks the bank statement and nudges anyone who hasn't paid yet.

  • 1

    Processes orders automatically: pulls items, quantities and amounts from store and customer emails into the spreadsheet. No copy-pasting.

  • 2

    The moment an item is weighed, the customer's invoice goes out that same minute.

  • 3

    Checks the bank statement: paid rows turn green, unclear ones go to a human.

Orders 2026-03 ☆
FileEditViewInsertFormatDataTools
100%€%.0InterB
F4fxpaid
ABCDEF
1CustomerItemWeightAmountBankStatus
2R. JonaitienėSneakers1.84 kg€48.6003-15 · 48.60paid
3A. PetrauskėKidswear0.92 kg€27.1003-15 · 27.10paid
4G. ŠimkutėCosmetics3.40 kg€92.3003-16 · 92.30paid
5V. KazlauskienėJeans1.15 kg€31.0003-16 · no ref→ human
+OrdersPaymentsBank
1 of 6,012
Invoice No. 6012 · €48.60Sent
P
Pirkimai iš JAV <invoices@…>
to: r.jonaitiene@… ▾
2:02 PM (0 minutes ago)
Sneakers · 1 pc.€28.40
Shipping · 1.84 kg€14.20
Handling fee€6.00
Total€48.60
✓5,400 matched automatically
monthly result
~6,000invoices sent the same minute
~5,000payments matched automatically
~300 hof work time saved
auto parts company

Watches competitor prices

Every week the system goes through the whole catalog on its own, about 2,000 part numbers, and on each of six platforms compares our price with the cheapest competitor in the same currency.

  • 1

    Finds the same part in competitor listings automatically. If the part number matches but the kit is different, it notices and writes down a rule.

  • 2

    Prices that fit within the set limits it changes itself on every platform, and the listing jumps straight to the top of search.

  • 3

    Sends the manager only a summary and the cases that need a human decision.

8K0615124 Bremssattel | eBay
Price bot - Telegram
‹ › ↻
ebay.de/sch/i.html?_nkw=8K0615124+bremssattel&_sop=15
Zustand: Gebraucht ✕Marke: Audi ✕Artikelstandort: Europa ✕+ Versand inkl.
3 Ergebnisse für 8K0615124 BremssattelSortieren: Preis + Versand ↑
Bremssattel vorne links Audi A4 B8 8K0615124 ORIGINAL geprüft
Gebraucht · Garantie 12 Monate
autoteile-krause (4 812) 99,2 % positiv
172,00 €
+ 5,90 € Versand
aus Dortmund, DE
AUDI A4 8K 2.0 TDI Bremssattel VL 8K0615124 TRW
Gebraucht · Rücknahme möglich
teile-fuchs24 (1 097) 98,7 % positiv
178,50 €
Kostenloser Versand
aus Leipzig, DE
Our listing
Audi A4 B8 Bremssattel vorne links 8K0615124 – geprüft, 24 Mon. Garantie
Gebraucht · Original · Rücknahme 30 Tage
baltic-autoparts (12 340) 99,6 % positiv
189,00 €189,00 €
171,00 €
Kostenloser Versand
aus Vilnius, LT
PBCompetitor €172.00 · suggested €171.00
✓Bumped to the top · cheapest in search
monthly result
~8,000price checks across 6 platforms
~800price changes made automatically
~400 hof work time saved
freight forwarding company

Watches the freight exchange 24/7

The system watches the freight exchange through the manager's account, in his name and in his words. It scores every new listing in seconds by his own rules and messages the shipper first, before others grab the load.

  • 1

    Instantly rejects dozens of unsuitable listings by weight, trailer type, region, cargo type and the shipper blacklist.

  • 2

    For a good one it writes a short inquiry the way the manager would and asks only what the listing is missing: price, weight, reefer or not.

  • 3

    Sorts the replies and sends the load with its price to the manager on Telegram. He does the negotiating himself.

Exchange - loads LT→NL
Telegram
‹ › ↻
exchange.example/loads?from=LT&to=NL&days=3
FREIGHTLoadsTrucksMy listingsMessagesDarius · online
LT → NLup to 20 treefer / insulatedpallets3 days47 new per hour
TimeRouteWeightBodyCargoScore
09:14Kaunas→Rotterdam18 treeferfood palletsmatch · asking
09:14Klaipėda→Groningen12 tcurtainsidertimberrejected · 3 rules
09:15Vilnius→Venlo20 tinsulatedcosmeticsmatch · weight?
09:15Šiauliai→Utrecht22 tmegamachineryrejected · weight
Message · UAB Šaltas kelias✕
Hi. What's the rate Kaunas-Rotterdam? Do you load a reefer? Exact weight?09:14 ✓✓
Hello, 1.75 eur/km, reefer yes, 17.4 t09:21
EB
Exchange botbot
Kaunas → Rotterdam · 17.4 t · reefer · food pallets
Offers €1.75/km · UAB Šaltas kelias · loading tomorrow
replied in 7 min. · 3 of 5 match
09:21
Vilnius → Venlo · 19.2 t · insulated
Offers €1.90/km · loading in 2 days
09:26
✓Listing bumped · every 15 min.
monthly result
~15,000listings scored by the rules
~200good loads with a price sent to the manager
~150 hof work time saved
accounting firm

Client invoices in one place

The system is plugged into the firm's email, WhatsApp and Telegram. Anything that looks like an invoice it picks up, reads, renames and files in the client's Drive folder. At month end it sends the client an exact list of what's still missing.

  • 1

    Reads the supplier, number, amount and which client the invoice belongs to from a PDF, photo or link, even when the client just forwarded it.

  • 2

    Renames the file by the accountant's rule, drops it in that month's subfolder and spots duplicates, so nothing gets filed twice.

  • 3

    Matches the bank statement against the invoices and sends the client the missing list on the same channel they write on.

RK
UAB Rytų kepyklaclient · WhatsApp
IMG_4471.jpg
1.8 MB
here's Telia for August09:02
Invoice_CircleK.pdf
212 KB
09:03
Got it ✓ Telia €120.50 and Circle K €64.30 filed under August.09:03 ✓✓
August is missing 2 invoices: Wolt 08-19 €38.90, Bolt 08-27 €22.40.09-01 08:00 ✓✓
Drive⌕  Search in Drive
Clients›UAB Rytų kepykla›2026-08month complete · ready to close
NameSourceAmountUploaded
2026-08_Maxima_S-9021_412.00.pdfemail€412.0008-04
2026-08_Ignitis_S-1188_96.20.pdfemail€96.2008-06
2026-08_Telia_S-4471_120.50.jpgWhatsApp€120.5009:03
2026-08_CircleK_S-77310_64.30.pdfWhatsApp€64.3009:03
Invoice_CircleK.pdfduplicate · emailskipped
2026-08_Wolt_S-30112_38.90.pdfTelegram€38.9009-02
Bank statement · Rytų kepykla · 2026-08
FileEditViewData
E6fxmissing
ABCDE
1DatePayeeAmountInvoiceStatus
208-04MAXIMA LT UAB−412.00S-9021matches
308-05TELIA LIETUVA AB−120.50S-4471matches
408-12CIRCLE K LIETUVA−64.30S-77310matches
508-19WOLT LT UAB−38.90-missing → client
608-27BOLT OPERATIONS−22.40-missing → client
✓18 of 20 rows match
monthly result
~9,000invoices collected, renamed and filed
~18,000bank statement lines matched
~400 hof work time saved
Pupsik LT

A product listing from the supplier's Excel

From one spreadsheet row with a barcode and a single photo, the system builds a complete product listing and publishes it in all three Baltic countries.

  • 1

    At 7 a.m. it reads the spreadsheet and finds new barcodes.

  • 2

    From that one photo it writes the title and description in LT, LV, ET and RU, and generates the product visuals.

  • 3

    Creates the listing through the Pigu API and puts offers live in three countries.

Products · Pupsik
FileEditViewInsert
A47fx4779051230948
ABC
1BarcodePricePhoto
4647790512309319.90IMG_2231.jpg
47477905123094812.90IMG_2232 · 07:00
Seller center
Products
Orders
Offers
Reports
Settings
Products › New product › 4779051230948API
LTLVETRU
Title
Cotton underwear set, beige
TranslationsLT ✓LV ✓ET ✓RU ✓
Photos
✓
✓
Attributes
Cotton 95%S–XLBeigeSet
14 of 14 filled
OffersPigu.lt · active220.lv · activekaup24.ee · active
monthly result
~1,000product listings created
~2,000visuals generated
~300 hof work time saved
Ultimate Logistics

Finds clients all over Europe

The system collects the right companies from public registries across Europe, writes each one an email about what that company actually does, and brings the replies to the manager's normal inbox.

  • 1

    Pulls companies from public government registries and checks that it really is the right company.

  • 2

    Reads what the company does and writes an email about exactly that.

  • 3

    Sorts the replies: forwards the positive ones to the manager, mutes the auto-replies.

Registre des entreprises – Recherche
Ferme du Plateau – Accueil
‹ › ↻
registre-entreprises.fr/recherche?activite=0146Z&region=auvergne
Résultats de recherche
1 284 établissements · Élevage de porcins (0146Z)
Auvergne-Rhône-AlpesActifEffectif 10–49Exporter
DénominationCommuneEffectifContact
SCEA Ferme du PlateauRiom-ès-Montagnes12checking✓ email
EARL Les CombraillesPontaumur18checking✓ email
New message—  ⤢  ✕
ToFbureau@fermeduplateau.fr
SubjectWeekly Category 3 by-product pickup
Good afternoon, I'm writing about Category 3 by-product pickup from your farm. We collect weekly with our own trucks, all paperwork included. Would a quick chat about the terms work for you? Best regards, Marius · Ultimate Logistics, Vilnius
Send▾A
✓Replied · asking for a quote
monthly result
~3,000personalized emails
~50replies with inquiries
~150 hof work time saved
hospitality group

All documents tracked automatically

All HR admin for 10-12 companies in one system: the expiry dates of every employee's certificates and permits are tracked automatically, contracts generate themselves, and employees get answers in their own language.

  • 1

    Every document with an expiry date (health certificate, work permit, qualification) is watched constantly, with no human involved.

  • 2

    30 days before, and again a week before, it reminds the administrator and the employee, in the employee's language.

  • 3

    Enter a new employee in two minutes and the system generates the contract, annexes and orders on its own.

HR
Employees
Documents
Companies11
Reminders3
Employees › Oksana K. › DocumentsAJ
OK
Oksana K.Room attendant · company No. 7
active
DocumentValid untilStatus
Employment contract No. 118open-endedvalid
Health certificate2026-04-18valid30 days left
Work permit2027-01-09valid
Hygiene certificate2026-11-02valid
Reminders · Oksana K.
April 2026‹ ›
MoTuWeThFrSaSu3031123456789101112131415161718192021222324252627282930123
expiry datereminder
18APR
Health certificate expiringOksana K. · company No. 7
30D
Reminder sentto the administrator and Oksana (RU) · March 19
7D
Second reminderscheduled for April 11
OKКогда заканчивается моя справка?
✓18 апреля 2026 · осталось 30 дней
monthly result
~300contracts, annexes and orders
~30reminders about expiring documents
~100 hof work time saved
your move

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could be yours

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