Built for people who have to be right about risk
Anteilwart Group was founded to close the gap between raw market data and decisions that hold up under scrutiny. We work with analysts, risk teams, and capital allocators who need evidence, not guesswork.
Why we started this
Too many decisions about capital and risk are still made on partial data, outdated backtests, or intuition dressed up as analysis. We saw teams repeatedly rebuilding the same infrastructure just to answer basic questions about how a strategy would have performed under different conditions.
Anteilwart Group exists to give that infrastructure a permanent, reliable home — so the work can go into the analysis itself, not the plumbing underneath it.
- Data pipelines that are consistent, documented, and repeatable
- Backtesting that reflects real constraints, not idealized assumptions
- Outputs that are legible to both technical and non-technical stakeholders
Make rigorous analysis the default, not the exception
We believe decisions involving capital and risk deserve the same discipline regardless of team size or budget. Our mission is to make that discipline accessible, auditable, and fast enough to actually use.
Evidence over opinion
Every output is traceable back to underlying data and methodology. We don't ask clients to trust a black box.
Clarity over complexity
Sophisticated analysis should still produce a result someone can explain in a meeting. We design for that.
Discipline over speed alone
Fast answers that are wrong cost more than slow answers that are right. We optimize for both, in that order.
Values that guide every engagement
These aren't posters on a wall. They shape how we build our data processes and how we talk to the people who rely on them.
Transparency
We document assumptions, data sources, and limitations plainly, so clients can judge the work on its merits rather than take it on faith.
Accountability
When analysis informs a real decision, we treat the responsibility that comes with it seriously — and we expect to be asked hard questions.
Continuous scrutiny
Methods are reviewed and refined rather than treated as finished. Markets change, and our approach has to keep pace with them.
A small team, deliberately
Anteilwart Group is built and run by a focused group of people with backgrounds spanning quantitative analysis, data engineering, and risk advisory. We stay intentionally lean so that accountability for the work never gets diffused across layers of process.
Clients deal directly with the people responsible for the analysis — not an account layer removed from the substance of the work.
What We Prioritize
- Methodological rigor over marketing claims
- Direct client access to the people doing the work
- Long-term reliability over short-term shortcuts