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Intelligent systems,built into what you already run.

Support that understands your customers. Search that understands your catalog. Agents that carry out the work on their own - and systems built for the problem no product on the market solves.

Scroll to beginFive kinds of work

Solutions

Five kinds of work. Every one already in production.

Each of these started as somebody's bottleneck. What follows is the system we put against it, and what it produces.

Keep scrolling - the deck moves sideways.

Customer support

Support that understands your customers.

Support volume grows with the business; headcount does not. Most of what arrives is a question somebody already answered, buried in a document or one person's head. A conversational agent trained on your own material resolves the repetitive majority in 28 languages, and hands the rest to a person with the thread already attached.

  • Trained on your documents and past resolutions
  • Reads and writes CRM, ticketing and order systems
  • Escalates by email, WhatsApp or phone with context
  • Transcripts, analytics and a full audit trail

Built on PaperBrainz. A self-serve version for smaller teams lives at paperbrainz.com; this is the enterprise build.

Live support thread
My order hasn't arrived and I need it before Friday.
Order #4821 shipped Tuesday and is due Thursday. I've flagged it as time-sensitive with the carrier and opened ticket SUP-2214.
Can someone call me?
Booked - your account manager will call at 14:30. Everything from this thread is attached.

Search & commerce

A catalog that understands people.

Search is where most catalogs lose the sale. A shopper types the way they think and keyword search returns nothing, or everything. This reads the request for what it means, resolves it into the terms your catalog uses, and matches it against live stock, variants and pricing - real products, never a plausible-sounding answer.

  • Plain language turned into the right catalog query
  • Variants, options, stock and pricing understood
  • Real results, carried through to the cart
  • Merchandising rules and exclusions you control

Available today on Wix, where catalog data is uniform. Every other stack needs its catalog integrated properly.

Catalog resolution
something warm for hiking, under €150, size 42
category insulated outerwearuse walking · hikingprice ≤ €150size 42
Alpine Shell Jacket€129 · size 42 · 6 in stock
Ridge Insulated Coat€145 · size 42 · 2 in stock
Both in stock in your size. The Alpine Shell is rated 10,000 mm with taped seams.

Autonomous agents

AI that acts, rather than answers.

Some processes are entirely rules and lookups, and a person still walks each one through by hand. An agent runs the process end to end and stops only on a genuine exception. You set the conditions under which it must not proceed; inside them it completes the work unattended, and every action it takes is written down.

  • A whole workflow completed, not a single reply
  • Reads and writes the systems already in place
  • Escalates on exceptions you define
  • Every step logged and auditable after the fact

Running today for a logistics operator. The client is under NDA, so the work is described by capability rather than by name.

Agent run · unattended
New lead - freight quote, Rotterdam → Milan, 18 pallets.
Lead qualified against account rules
Capacity checked across 4 contracted carriers
Slot reserved - Thursday 06:00 departure
Confirmation sent, CRM record updated
Booked - reference NL-IT-88214. Margin sat above the account floor, so no approval was needed.

Intelligent systems

For the problem no product on the market solves.

The problem worth solving is rarely the one an off-the-shelf tool addresses. It is the decision your team makes fifty times a day using judgement nobody wrote down, or the document nobody has time to read properly. We build the system for that problem specifically - the model, the data around it, the interface, and the guardrails that keep it inside your rules.

  • Document understanding, extraction and classification
  • Forecasting and anomaly detection on your own history
  • Internal copilots grounded in private data
  • Decision support that shows its working

This is the part of the business that has no product page, and increasingly the part clients come to us for.

Extraction · supplier invoice
SupplierNorkman Industrie GmbH99%
Invoice no.NI-2026-0447199%
Net / VAT€14,280.00 · 19%98%
PO matchPO-88231 - 3 of 4 lines71%
Payment terms45 days - outside policy84%
Two lines need a person: the PO mismatch and the terms exception. Everything else posted automatically.

Integration & data

AI fails on access, not on intelligence.

The data is in six systems, three schemas and one spreadsheet. None of it was designed to be read by a machine, and pilots stall here far more often than they stall on model quality. We do that work rather than route around it: connectors into the systems you run, a clean surface for reading and writing, and the data hygiene that decides whether any of the rest works.

  • CRM - Salesforce, HubSpot, Dynamics
  • Ticketing - Zendesk, Intercom, in-house desks
  • Commerce - Shopify, Wix, custom catalogs
  • ERP, internal APIs, databases and file stores

Deployment follows your policy, not ours. The questions your security team will ask are answered in full.

Connected systems
Salesforceaccounts · contacts · casesread / write
Zendesktickets · macrosread / write
Shopifycatalog · stock · ordersread
Internal ERPpricing · credit termsread
S3 archivecontracts · specificationsread
Nothing migrated and nothing replaced - every one of these stays the system of record.

Start here

Tell us what’s slowing your business down.

Thirty minutes, technical, no pitch deck. If AI isn’t the right answer for your problem, we’ll say so.