A verifiable input layer
Data your teams and your models can rely on, with lineage you can defend to regulators and auditors.
Your data is a proprietary asset others can’t replicate
Every wealth and asset management firm sits on data nobody else has. Advisor notes. Client interactions. Portfolio decisions across decades. Internal research. Prospect engagement.
In most firms, that data is locked in systems AI can’t reach, and the new data being generated every day isn’t being captured in a way that compounds.
Unlock it, capture it, and your firm’s data becomes the one thing competitors can’t copy.
Your Data Advantage
Every new signal captured
Advisor notes, client interactions, and portfolio decisions structured as they happen, compounding the asset every day.
Insights competitors can’t see
Patterns and signals only your firm has access to, because only your firm generated them.
AI trained by your business
Models that learn from your firm’s decisions, your firm’s clients, and your firm’s history, not a generic dataset everyone else is using.
One foundation. Two halves
What to build and how to architect it
A clear-eyed read of your current data and a target-state architecture, with a sequenced path between them.
How to keep it trustworthy
Policies, decision rights, and controls that make data defensible, with risk, compliance, access, and lineage instrumented from day one.
What it actually takes to make data AI-ready
Assess what you have
Inventory of current data, policies, risk posture, and tooling.
A gap analysis that names every weakness and every opportunity.
Set the vision
What data should do for the firm, tied to specific decisions.
A vision signed off by leadership.
Architect the system
Sources, pipelines, storage, access, and the governance layer underneath.
Target-state architecture with a sequenced path.
Build for quality and control
Standards, lineage, observability, decision rights, and access policies.
Data your teams and your models can rely on.
Deploy the system
Production infrastructure, integrations, and governance wired into operations.
Infrastructure your firm runs on.
Operate and evolve
Instrument, tune, refine, and extend.
A foundation that compounds rather than ages.
“My first experience applying AI to data was the Panama Papers. 11.5 million documents, 2.6 terabytes, one weekend, one question: what’s my firm’s exposure?”
Sami TaraziCTO, Praxis Solutions
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Start with a conversation about what you’re sitting on.