Surface Labs

Systems built around the business, not the other way round.

Surface Labs is the engineering practice of Studio Surface. We design and build the software, instruments and platforms a company actually runs on, when the ones for sale would mean bending the business to fit them.

What we build

Six starting points. The list is not the limit.

Low-code where it is faster, custom code where it matters, hardware when the problem is physical. These are the shapes our work has taken so far. If a problem can be specified, we can build the thing that solves it.

Operating systems for companies

ERP and CRM written for one business: customers and their prices, orders from every channel, stock, shipping and tax per country, invoicing, accounting, audit trail. The spreadsheet replacement that does not become the next spreadsheet.

Zoho Creator or custom code · Python, Node.js, PostgreSQL · Peppol, Fortnox, Shopify, DeepL · web and mobile, offline-capable

Machine vision and inspection

Fixed cameras under controlled light, an edge computer that decides on the spot, and a detection model trained on the client's own images. Rolled out in stages and measured before it is trusted.

Industrial global-shutter cameras · diffused LED lighting · GPU edge workstations · PyTorch, detection and segmentation models

Instruments and hardware

The physical thing around the software: frames, enclosures, lighting, sensors, kiosks, power and failover. Specified to our drawings, fabricated by local partners, commissioned by us.

IP54 enclosures · UPS and 4G failover · RFID, ANPR, presence sensors · local fabrication to drawings

Platforms and portals

Two-sided marketplaces with search that understands intent. Ordering portals where every customer sees their own prices and public buyers connect through their procurement systems. The brand on the front, the system underneath.

AI-assisted search and ranking · geospatial and third-party APIs · Peppol punch-out, OCI · lifecycle email

Pipelines and automation

Unattended processes that take a messy input and return a finished output to one standard: product photos cut out and published, documents generated in seven languages, data moved between systems without re-keying.

Python services, scheduled jobs · image processing · PDF generation, translation · monitoring and retries

Anything bespoke

A device, a service, an internal tool, a data model, a workflow nobody sells software for. If you can describe the problem, we can specify and build the thing that solves it, with the brand on the front when it needs one. The categories above are where we started, not where we stop.

Specified on paper first · fixed scope · built in the open · yours at the end
Anatomy of an instrument

A drive-through inspection lane.

Our current hardware build, designed for a fleet of 4,000 vehicles. A five-metre tunnel of diffused light, twelve fixed cameras, identification at the entry, and an edge computer that turns each pass into a record in under a minute. Side elevation, cameras firing in sequence.

5.0 m tunnel · diffused light · 60 LED bars RFID + plate Go Edge computer Drive-through at walking pace · under 10 s per vehicle Frame 00 / 12
Light

Even, diffused, everywhere

Scratches and shallow dents show as breaks in a reflection. A large diffused source gives every panel the same reflection, so the defect is the only thing that changes.

Cameras

Twelve fixed positions

Same lenses, same angles, same light on every pass. That consistency makes before-and-after comparison reliable and lets a model learn from far fewer images.

Identification

Tag plus plate

A windscreen tag read at three metres, cross-checked against the number plate. A mismatch is flagged before a single image is stored.

Edge computer

Decides on the lane

Capture, stitching and inference run locally. Thirty days of scans buffer offline and sync when the link returns. The lane works when the internet does not.

Case files

Two builds, one method.

A software system that runs a six-country wholesaler, and a hardware-plus-software system for a national fleet. Different industries, same way of working: specify, build in the open, hand over the keys.

Småkryp AB

Going live

A reward-toy wholesaler selling to schools, clinics and institutions in six countries had outgrown spreadsheets and a patchwork of tools. We designed and built the single system the whole operation now runs on, then rebuilt the storefront to match.

Scope
ERP and CRM, invoicing pipeline, e-invoicing and punch-out for public procurement, storefront across seven markets, product photo automation
Built with
Zoho Creator with custom logic, Fortnox, Peppol, Shopify, DeepL, Python
Rules
Every price held in one currency and converted when a document is made; tax rules applied per country; orders matched to companies by org number, then email, then name
6countries
7languages
5currencies

CarGate

Proposed · 2026

Automated fleet inspection and management for 4,000 vehicles: a drive-through lane that photographs every panel under controlled light, and an ERP that turns each scan into an inspection record, a work order, a signed checklist and an invoice.

Scope
Lane hardware and capture software, nine-module ERP in two languages, damage detection model trained on the fleet's own images, 14-month delivery with four acceptance milestones
Built with
Twelve industrial cameras, LED tunnel, RFID and ANPR, GPU edge computer, custom ERP, object storage, detection and segmentation models
Rules
No repair closes without a signed checklist and QA gate; re-scan before release; invoice generated automatically; the client owns the model and the data
<10sper vehicle
12cameras
300vehicles per shift
How a build runs

Software first, hardware second, intelligence last.

A typical build with hardware in it. The system goes live first so the team is working in it before any equipment arrives. The instrument follows. The model trains on real operational data and is handed over only once it has been measured.

M1M2M3M4M5M6M7M8M9M10M11M12M13M14
Discovery and specification
System build
System go-live and training
Hardware design and procurement
Fabrication and shipping
Installation and commissioning
Live operation, human tagging
Model: shadow, assist, auto
M5 System liveM8 Instrument liveM11 Model in assist modeM14 Handover
How we work

Six things we will not compromise on.

01

Built for the site, not the showroom

Dust, heat, bad power and patchy connectivity are design inputs. Filtered enclosures, UPS ride-through, offline buffering, and parts a local workshop can repair.

02

Evidence first, automation second

A photographic record or a signed checklist has value on day one. Automation is layered on once there is data to trust, and measured before it is trusted.

03

The process lives in the system

Gates and sign-offs are enforced by the software. A record cannot move on until the step is done by the right person. Discipline stops depending on individuals.

04

You own everything

Configuration, code, images, data and trained models are yours. Documentation and source are handed over at each milestone. Licences are in your name from day one.

05

Standard parts, custom integration

Cameras, compute and platforms are off-the-shelf with global spares. The value is in how they are calibrated, combined and wired into the workflow.

06

Fixed scope, open build

A signed specification and a fixed price. Then weekly calls, a shared board and a working demo every month. Nothing is revealed at the end.

Bring us the thing you have been told does not exist.