AI, data & process automation · Web architecture

We take the work software should be doing
off your plate, and build the systems it runs on.

Most teams lose hours a day to manual, repetitive work. We automate it with AI and data, then build the web architecture it runs on.

Fixed scope, fixed price, agreed before we start.

See what we build →

01What we build

Ten live demos. Open any of them.

Grouped the way we think about it. Plenty of it spans more than one group: a document pipeline is AI and automation at once, a dashboard is web and data together. Every demo below is real software running in your browser, not a screenshot.

AI automation

We put AI to work inside the workflows that already run your business, not in a sandbox: assistants and copilots, plus the document, vision, and speech intelligence that answer questions and take action. Each one ships with the guardrails and evaluation that keep every answer traceable and trustworthy in production, not just in a demo.

AI features
How it’s built

AI that does something useful

Chatbots, copilots, and assistants built on LLMs and retrieval-augmented generation (RAG), wired into your own data to answer questions and take action. Built with the guardrails and evaluation that keep it from quietly making things up, so it stays trustworthy long after launch.

Responses are scripted and labelled as such, since a static site has no model behind it. Suggested-question chips map to answers that carry citation pills, the shape retrieval-augmented generation takes in production.

Vanilla JS · zero dependencies · zero network · mount() returns a cleanup that cancels every timer and animation frame

What you get
Documents
How it’s built

Make your documents searchable

Turn the PDFs, contracts, and records that are impossible to search by hand into clean, searchable data. OCR, extraction, and semantic search that flags what it's unsure about, with the privacy and access controls a serious business needs.

Genuinely working search, not a mock. Your query is tokenised, scored with titles weighted above body text, ranked, and re-rendered live with every matched term wrapped in a highlight. The corpus lives in memory.

Vanilla JS · zero dependencies · zero network · mount() returns a cleanup that cancels every timer and animation frame

Computer vision
How it’s built

Teach your software to see

Object detection, OCR, classification, and tracking: spotting defects on a line, reading labels and documents, counting objects, checking photo quality. Built to hold up in real-world conditions, not just the lab, and tuned to what a miss actually costs you.

There are no image files on this site, so the scene is drawn entirely in inline SVG and the ground-truth boxes are hand-placed to line up with it. The confidence slider fades boxes and rows together while the object and gap counts track live.

Vanilla JS · zero dependencies · zero network · mount() returns a cleanup that cancels every timer and animation frame

Speech
How it’s built

Turn talk into text, and action

Speech-to-text (ASR) with speaker diarization, plus the NLP to pull out decisions and action items. Transcribe calls and meetings, search across hours of audio, or build a voice interface. Tuned to your vocabulary and accents, and honest about where it still needs a human.

The waveform is hand-drawn SVG and playback is a virtual clock driven by animation frames. A scripted support call runs about 72 seconds; entities highlight inline and the insights surface only as the clock reaches them.

Vanilla JS · zero dependencies · zero network · mount() returns a cleanup that cancels every timer and animation frame

Data automation

Bad data quietly breaks every decision downstream. We move, clean, and serve yours automatically: the pipelines that feed everything else, kept current without anyone touching a spreadsheet, plus the forecasting that turns your own history into a forward view you can plan on.

Data & backends
How it’s built

The plumbing other systems run on

ETL and streaming pipelines that ingest, clean, and serve data reliably, and survive the retries, schema changes, and bad days that quietly corrupt lesser ones. Plus the APIs and backends, shipped with CI/CD and observability, that your other tools and apps can build on.

Two surfaces in one: a four-stage pipeline with packets flowing ingest to serve and a ticking freshness clock, plus a mock REST explorer that reveals syntax-tinted JSON behind a 200. It animates continuously, so teardown has to cancel every timer.

Vanilla JS · zero dependencies · zero network · mount() returns a cleanup that cancels every timer and animation frame

How it works
Forecasting
How it’s built

See what's coming next

Time-series and probabilistic models that turn your history into a forward view (demand, revenue, churn, capacity), with honest prediction intervals, so you can plan with the odds in front of you instead of guessing.

Every pixel is drawn by hand in inline SVG. History runs as a solid line to a dashed present, then the forecast continues inside a cone that widens with the horizon. Changing horizon or scenario redraws both the path and the band.

Vanilla JS · zero dependencies · zero network · mount() returns a cleanup that cancels every timer and animation frame

Process automation

Manual, repetitive, error-prone work is a cost you pay every day and rarely see. We hand it to event-driven workflows that run on their own, fire on the right trigger, and recover when something fails, plus the MLOps that keeps your models healthy in production long after launch.

Automation
How it’s built

Kill the manual work

Take the repetitive, manual work (data entry, reconciliations, report generation) and hand it to event-driven workflows that just run, correctly, on their own. Built to fail safe and tell you the moment something's off, instead of breaking quietly while you keep trusting it.

A real invoice workflow rendered as a node graph that actually runs. A pulse travels the connector, each node moves from idle to processing to done, and the per-step log fills in behind it.

Vanilla JS · zero dependencies · zero network · mount() returns a cleanup that cancels every timer and animation frame

Working together
MLOps
How it’s built

Models that ship and stay healthy

The unglamorous part that makes ML actually pay off: shipping models through CI/CD, versioning them in a registry, monitoring for drift, and retraining when the world moves, so they keep earning their keep instead of rotting in a notebook.

A deployed-model card with counting metric tiles, a version timeline, and a drift sparkline drawn against a dashed threshold. Simulating drift pushes the line past that threshold, flips the status colour, and reveals the retrain path.

Vanilla JS · zero dependencies · zero network · mount() returns a cleanup that cancels every timer and animation frame

Web architecture

Not just a website. We build the complete web system the rest of it runs on: customer portals, internal platforms, dashboards, web apps, and sites, plus the backends, APIs, and infrastructure that keep them up, secure, and fast when real people depend on them. Yours to keep, with no lock-in.

Tools & dashboards
How it’s built

Internal tools your team uses

The real-time dashboards and internal apps your team actually opens every day, built around the few numbers that drive real decisions, sourced and defined so people trust them enough to act.

KPI tiles with count-ups and sparklines sit over a self-drawing area chart with hover tooltips. The range toggle re-renders everything from three datasets that are internally consistent, so the headline numbers always agree with the chart.

Vanilla JS · zero dependencies · zero network · mount() returns a cleanup that cancels every timer and animation frame

Start a build
Web
How it’s built

Web apps, portals & sites

Customer portals, internal platforms, and websites, from design to launch. Fast on a real phone (not just your laptop), accessible and secure by default, and backed by the CI/CD and DevOps that keep deploys fast and reliable.

A working mini portal inside a browser frame. The nav crossfades between sections, billing runs a real pay flow, the settings toggles hold their state, and the desktop and mobile control genuinely reflows the layout.

Vanilla JS · zero dependencies · zero network · mount() returns a cleanup that cancels every timer and animation frame

Got a project in mind?

Tell us about it →

02Working together

Four ways we can work together.

The work comes in four shapes, from a one-week fix to a full build, each with scope and price fixed before we start. If none of them fits cleanly, tell us what you need and we'll shape the right approach together.

Full build

Have an idea but no one to build it? We'll take it from a rough sketch to something real and running, designed and shipped with you in the loop at every step.

Advisory sprint

Sometimes you just need a sharp second pair of eyes for a few weeks, to shape the architecture, scope the work, or pressure-test a plan before you commit to it.

Quick fix

Something specific that needs fixing? One problem, a clear price, a tight timeline. We come in, solve it, and hand it back done.

Ongoing partner

Want a dependable partner for the long term? We'll be your on-call engineering and AI partner, there when you need us, with none of the overhead of a big agency.

03What you get

A small studio. Start to finish.

You don't need a sprawling agency to get serious software built. You get one studio that designs, builds, and ships it right alongside you, start to finish, stays on the hook for whether it works, and keeps it working long after launch. No account managers, no handoffs, no lock-in.

  • Direct, with no middle layerNo account managers, no rotating team, no handoffs. You work straight with the studio building it, from the first call to handover.
  • Fixed scope, fixed priceAgreed before we start, so you know the cost and exactly what you're getting, up front.
  • Working software, nothing lessSomething that runs and your team can genuinely use, not a deck and a roadmap.
  • Fast, because there's no overheadNo handoffs and no layers in between, so we move in weeks, not months.
  • Yours to keepClean, documented code and systems. No lock-in, and no ongoing dependence on us to keep them running.
  • Works across time zonesBrussels-based, working with teams anywhere. Remote-first and async-friendly.

Start a project

04How it works

From first call to long after launch.

No black box, no surprises. Here's how a project actually goes, start to finish.

  1. 01

    Talk it through

    We start with a call. You tell us what you're trying to do, and we'll tell you honestly whether we can help, and how.

  2. 02

    Scope and price

    We scope the work and quote a fixed price before anything starts. No open-ended meters, no surprises.

  3. 03

    Build, in the open

    We design and build it with you in the loop the whole way. You're always working with the studio making the decisions, not a layer in between.

  4. 04

    Ship it

    Working software your team can actually use, deployed properly. Not a deck, not a demo.

  5. 05

    Keep it running

    Clean, documented, and yours to keep. We're there when you need us, with no lock-in and no ongoing dependence.

Book the first call

05About

A small studio that sweats the details.

THRYZEN is a small studio for AI, data, and process automation, and the web architecture underneath. We hold both halves to the same bar: the rigour that makes a system correct under real conditions, and the craft that makes it last. One studio carries a project from first call to long after launch, so nothing falls through the gaps between teams.

We start from the work itself, not a stack we picked in advance. We map where your team's hours actually go, automate the parts that should never have been manual, and use AI where it earns its place and plain process automation where that's the honest answer. Underneath, we build the web architecture it needs: the apps and portals people use, and the backends, APIs, data layers, and pipelines, with the CI/CD and observability that quietly keep it all running.

We're a real engineering partner, not a no-code shop or a template factory. Everything we build is clean, documented, and yours to keep, with no lock-in to us. We work with companies of any size, anywhere in the world, across time zones, on a quick fix, a full build, or a long-term partner you can count on. If any of that sounds useful, tell us what you're working on

06Contact

Let's talk about what you're building.

Bring a project, a rough idea, or a problem you can't crack, and we'll work through it together. You'll talk to the studio that would build it, not a sales desk, and we'll always be straight with you about whether and how we can help, before any scope or price is set.