Raw signal.
Structured intelligence.
Most organizations make critical decisions on incomplete or fragmented data. We structure the raw signals in your industry into intelligence you can act on immediately.
Better data.
Better decisions.
Most organizations make critical decisions on incomplete or fragmented data. The raw signals exist in every industry. The structured intelligence layer does not.
We build it. Property valuations grounded in official records. Equity signals built on fundamental research. Business scores drawn from public data. Commercial intelligence that updates in real time.
Every product we ship turns a fragmented data source into a decision your organization can act on today.
One process,
four expressions.
We build data infrastructure, turn it into research and products, and deploy capital to what the signal tells us is worth backing. The same process runs through all of it.
Building the data layer
Where structured data doesn't exist, we build it. Property records, supplier feeds, behavioral signals, business scores: raw sources turned into queryable, enriched intelligence that powers products and decisions.
Research with a signal edge
Independent analysis built on our own structured process. We score fundamentals, measure perception gaps, and publish conviction when the signal warrants it. Proprietary intelligence applied to public markets.
Intelligence as a product
The structured layer becomes a live product. APIs, scoring platforms, AI-powered tools: intelligence packaged so organizations and individuals can act on it without building the layer themselves.
Capital follows conviction
We allocate to what our own research and data tell us is mispriced or misunderstood. Venture, early-stage, and our own builds: the same signal process applied to investment decisions.
Six products,
one flywheel.
Each product takes a fragmented data source in one vertical and turns it into something usable. Independently branded, architecturally connected by the same Signal → ARM process.
Qapital.co
Independent equity research with a behavioral edge. We score companies across eight fundamental dimensions and measure the market perception gap — published for long-term investors.
Qapital.ai
AI-powered business analysis for Dutch SMEs. McKinsey-quality depth, built into a tool operators can use without a consultant.
Quantr.co
Quantamental signal engine. Systematic signals anchored in fundamental research and behavioral evidence.
Fndr.vc
Pitch assessment and VC matching, grounded in PhD research on what actually predicts startup success.
Icons.nl
AI ventures studio. We build, incubate, and acquire AI-native products. Twelve years of product development experience.
Qapital.nl
Strategic advisory for Dutch businesses. Capital, strategy, and M&A, backed by 25 years of operational and finance experience.
Signal,
structured.
Three stages run across every product we build. Raw signals enter, execution turns them into structured intelligence, and the ARM layer learns from every output. Each cycle starts richer than the last.
Signal
Raw data sourced from official registries, market feeds, behavioral patterns, and public records. The signal exists in every vertical: scattered, inconsistent, and unused. We find it.
Execution
Structured, scored, and modeled. The raw signal becomes a usable data product: an API, a platform score, a trading signal, or a research output. Built to be acted on immediately.
Adaptive Reasoning Model
Every output is evaluated. What worked, what did not, where the model was wrong. That assessment flows back into the next cycle as better priors. This is ARM: not a destination, but the mechanism that makes the whole system smarter over time.
From the
desk.
Selected pieces from across the group : how we structure data in each vertical, what the products are built on, and what the intelligence tells us.
Why property data is still broken — and what a unified layer fixes
Official records exist across 10+ Dutch registries. They are inconsistent, siloed, and hard to query. We document the problem Brickd was built to solve, and what structured property data actually enables for investors and platforms.
The perception gap: when markets price quality wrong
Qapital Research scores companies across eight fundamental dimensions, then measures how the market perceives each one. The gap between actual and perceived quality is a structured signal — and the basis for every research call we publish.
From messy feed to live shop: the Feedcore structuring process
Supplier feeds are among the messiest data sources in commerce — inconsistent formats, missing fields, stale prices. We document the pipeline that takes a raw feed to a live, margin-aware product catalog in under 22 minutes.
The data layer
is missing. We build it.
For data partnerships, platform access, investment, or advisory . Get in touch with the desk.