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Cybersecurity.
AI. Built to work.

We build end-to-end products for cybersecurity companies, business consulting firms and beyond.

From proprietary models to production platforms. One senior team, from the first decision to deployment.

Talk about your productExplore our work
IdeaProduct in market
  1. 01

    Product management

    DiscoveryRoadmapPriorities

  2. 02

    Design and brand

    Brand identityUX and UIDesign system

  3. 03

    Engineering and AI

    SecurityCustom modelsCloud or on-prem

  4. 04

    Launch and marketing

    PositioningWebsiteGo-to-market

One senior team. End to end.

Founded in 2020Cybersecurity + business expertiseYour code. Your accounts.

Deep expertise. Complete delivery.

Cybersecurity first

Custom models, SOC platforms, big-data systems and vulnerability triage. Cloud, on-premises or offline.

Business consulting

Products for accounting, tax, finance and law. Built around real workflows and sensitive client data.

AI, ML and beyond

End-to-end products across sectors, from custom models and automation to production deployment.

Work we can talk about

Three cybersecurity systems. A personalized booking pipeline. Our own business product.

01System architecture
Proprietary security dataCustom tokenizerDomain-trained transformerCybersecurity classifications

Cybersecurity · Confidential client

A model built for cybersecurity data

Proprietary training data. A custom tokenizer. Domain-specific embeddings.

Problem

Cybersecurity data needs a model that understands its domain, rather than relying only on a general-purpose model.

Solution

We built a custom classification model using the GPT-style transformer architecture, including our own tokenizer and embeddings, trained on proprietary cybersecurity data.

What changed

A purpose-built model for classifying cybersecurity data, designed around the client’s own data and use case.

02System architecture
Security toolsEvent streamsIntegrationsIngestion at scaleSOC operations + rulesSOC servicesOutbound actions

Cybersecurity · Confidential client

From security data to SOC services

Big-data ingestion, custom rules and integrations in one operational platform.

Problem

SOC operations need to connect large volumes of cybersecurity data with useful workflows and service delivery.

Solution

We created a platform to ingest cybersecurity data at big-data scale, with general integrations, custom rules for delivering services and outbound integrations to other systems.

What changed

A connected platform for SOC operations, turning incoming data into rule-driven services and downstream actions.

03System architecture
Existing scanner outputsCompany policyContext-aware triageBusiness impact · Assets · DeduplicationPrioritized developer actions

Cybersecurity · Confidential client

Fix what matters. Not every finding.

Context-aware vulnerability triage without replacing existing CI/CD scanners.

Problem

Scanners can produce hundreds of findings while only tens are truly important. Developers spend time sorting duplicates and fixing findings without the business context.

Solution

We consume existing scanner outputs and evaluate company policy, internal requirements and business impact. Policy requirements raise priority; duplicates are merged. Unused code and low-priority or non-internet-facing assets provide context for deprioritization.

What changed

Developers receive a context-aware, prioritized set of findings instead of having to manually triage every scanner alert.

04System architecture
BookingHistory + similar customersCustom ML recommendationsGenerative AI messagesEmailPush notification

ML + generative AI · Client under NDA

The right offer after every booking

A recommendation engine connected to personalized email and push messages.

Problem

Post-booking upsell packages need to match each customer, rather than sending everyone the same offer and message.

Solution

We built the whole pipeline: a custom ML recommendation engine using historical data and similar customers, plus a generative AI model for customized messages. After booking, it handles relevant upsell packages, email and push notifications.

What changed

Recommendations and personalized messages delivered through one automated post-booking workflow. The client’s identity remains confidential.

05Connected business software
CustomersSalesProjectsBusiness workflowsFLOWiiConnected CRM

Business software · Our own product

FLOWii

A B2B CRM for small and medium businesses, built and sold end to end.

Problem

Small and medium businesses need customer relationships and day-to-day work to live in a connected product.

Solution

Our own B2B CRM experience covers building and selling the product end to end. FLOWii connects customer management with sales, projects and business workflows.

What changed

A real product behind our business consulting experience, not just an understanding of the brief.

Visit flowii.com

From first question to production

A clear path, with working software every two weeks.

A decision before a build

Buyer interviews, a product and market review, a written plan and a budget. You get a go or no-go.

Plan + scope + budget

Your hours, our hours

Our day runs 7am to 5pm Central European Time, and 24/7 in case a rapid response is needed.

More about delivery

Where do we start?

Pick the starting point that matches where you are today.

Key option for startups00

An AI-built prototype

You built a working prototype with AI tools. We make it safe for real customers and real data. Security first, then tests, hosting, monitoring and docs your own team can run.

Prototype to Production
01

An industry insight

Validate the idea before you commit to a build.

Expert Sprint
02

A product ready to grow

Clear the conditions your enterprise buyers set.

Enterprise-Ready
03

A team that needs capacity

Add senior product, engineering or growth expertise.

Product and Growth pods

A clear scope. A starting price.

Explore a package. We confirm scope and price after the fit call.

Find your starting point

Where are you today?
Budget for the first three months?
Your buyers are in?

Questions before we start

Who owns the code and the IP?

You do. Our contract assigns all code, designs and documents to your company as invoices are paid. Repositories and cloud accounts live in your name from day one.

Do you take equity instead of cash?

Sometimes, and only in part. We consider it after an Expert Sprint, when we both believe in the market, and only on a Launch Build. We use a standard SAFE and cap how much of our time goes to equity deals. Most clients pay cash.

How do time zones work in practice?

Our day runs 7am to 5pm Central European Time, and 24/7 in case a rapid response is needed.

Does using a team outside the US change our taxes?

It can. Since the 2025 tax year, US companies can deduct R&D done in the US right away, while R&D done abroad is spread over 15 years. For a startup that isn't profitable yet the effect is often small. For a profitable company it can matter. We walk your CFO through the numbers before you sign. We are not your tax advisor, so confirm with yours.

Can you work with air-gapped or classified systems?

We build and test offline installs and updates, and hand over everything your admins need to run the product with no internet access. We don't work on classified systems or contracts that require US persons. For those, we partner or advise.

Is our data safe with you?

We work in your accounts under your security policies, sign your NDA and DPA, and use test data wherever we can. In case you want maximum data privacy, we can also pair up together with internal teams and work hand-in-hand where we only handle test data and your internal team plugs it into production.

Do you work outside cybersecurity and business consulting?

Yes. Cybersecurity is our deepest area of expertise, followed by business consulting across accounting, tax, finance and law. We also build end-to-end products for other sectors, including AI systems, ML pipelines and custom models. We assess the product, data and domain requirements with you before committing.

What happens after the first project?

Whatever serves you best. Some clients hire their own team and we help recruit and hand over. Others keep a monthly pod. No lock-in: after the minimum, 30 days' notice ends it.

Arrange a 30-minute fit call

Email us to arrange a time. No pitch deck needed.

Email to arrange a call