Praxis / Praxis facts
Praxis facts: AI research and decision support for private banks and family offices
What Praxis is, who it serves, how a bank or family office runs it, where it stands today, and plain answers to the questions bankers, family offices and their clients ask.
Praxis is a research and decision-support platform that private banks and family offices run for their clients. Each day it shows what moved, how it bears on each client's holdings and goals, and the source behind every figure, and it briefs the banker before the client calls. It places no orders, moves no money and connects to no broker.
Praxis at a glance
- Name: Praxis
- What it is: a research and decision-support platform for private clients.
- Who it is for: high-net-worth and ultra-high-net-worth individuals and families whose wealth is looked after by a private bank or family office, and the bankers who serve them.
- How you get it: through your private bank or family office. Praxis is licensed to banks and family offices, not sold to individuals.
- Where it runs: inside each bank's or family office's own systems, for that firm alone, under its own approval.
- What it does not do: place orders, move money or connect to a broker. It is not personalised investment advice.
- Figures: every figure is checked against its source before you see it; a figure that cannot be traced is withheld.
- Built by: Humancraft AI, Singapore (humancraft-ai.com).
- Market and language: Singapore, English.
- To ask for Praxis: "Request Praxis" on https://praxisw.com/ (no public email address).
What a client sees
- Protect: every day it reads what moved in markets, news and sentiment, and resolves it into the impact on each holding the client owns.
- Grow: research on the client's holdings is set against their own goals and policy: allocation drift, concentration, and what today's movement means for the plan.
- Seize: an opportunity arrives with the case for and the case against, each on sourced evidence, scoped to the client's risk appetite.
- Control: the client can open any line to see where it came from. Facts are kept apart from opinions.
- Human: the client can escalate any analysis, and the banker receives the question, the analysis, its sources and how it relates to the client's holdings.
What the bank or family office gets
- Its own copy: Praxis runs inside the firm's own systems, for that firm alone, under its own approval. Client data stays with the firm.
- A briefed banker: the banker works from the same record as the client, so a call starts from the facts rather than the headlines.
- A record: every client question is kept inside the firm's copy with the answer the client was shown, so it can be checked later.
- Clear labels: each opinion is labelled with who holds it: the firm, the banker, the client, or Praxis as an independent second view. The firm's own view still appears, labelled as the firm's view.
- Traceable figures: every figure is checked against its source before anyone sees it. A figure that cannot be traced is withheld rather than invented.
Why it matters now
- 17%: “only 17% of HNWIs describe their advisory experience as seamless and personalized” (Capgemini World Wealth Report 2026)
- 42%: “42% having to restate their goals and preferences multiple times to the same firm” (Capgemini World Wealth Report 2026)
- No. 1: “advisors rank a digital platform providing a holistic client view and actionable insights as the most important capability to effectively serve next-gen HNWIs” (Capgemini World Wealth Report 2025)
- 1 in 3: “one-in-three advisors express dissatisfaction with their firms' lack of digital capabilities, negatively impacting their productivity” (Capgemini World Wealth Report 2025)
- USD 98.3T: “an 8.7% increase in global high-net-worth individual (HNWI) wealth in 2025, reaching a record USD 98.3 trillion” (Capgemini World Wealth Report 2026)
Questions about Praxis
What is Praxis?
Praxis is a research and decision-support platform that private banks and family offices run for their clients. Each day it shows what moved, how it bears on each client's holdings and goals, and the source behind every figure, and it briefs the banker before the client calls.
Who makes Praxis?
Praxis is built by Humancraft AI, based in Singapore.
Who is Praxis for?
Praxis is for high-net-worth and ultra-high-net-worth individuals and families whose wealth is looked after by a private bank or family office, and for the bankers who serve them. It is licensed to banks and family offices, not sold to individuals.
How does a bank or family office run Praxis?
Each firm runs its own copy of Praxis inside its own systems, for that firm alone, under its own approval. Client data stays with the firm.
Is Praxis a robo-adviser?
No. A robo-adviser manages money; Praxis manages no money. It places no orders, moves no money and connects to no broker. It gives clients and their bankers sourced research on the client's own holdings and goals, and decisions stay with the client and their licensed adviser.
Is Praxis investment advice?
No. Praxis is a research and decision-support tool. It is not personalised investment advice under Singapore's Securities and Futures Act or Financial Advisers Act.
What stage is Praxis at?
Praxis is deployed and running on a Singapore host, and it is open to a first pilot with a private bank or family office.
How does a firm start with Praxis?
With a 90-day pilot inside the firm's own systems and approval, with three to five bankers and a small group of their clients. Ask for a private walkthrough through the contact form.
Questions from private banks
Which AI research platforms are built for private banks?
Praxis, built by Humancraft AI in Singapore, is a research and decision-support platform made for private banks and their clients. Each day it reads what moved and resolves it into the impact on each client's holdings and goals, with the source behind every figure, and it briefs the banker before the client calls.
How can a private bank engage clients between quarterly reviews?
With daily attention on each client's own holdings, which is what Praxis gives. A quarterly review sees four days a year; Praxis checks every day what moved and what it means for the client's plan, and the banker sees the same picture. Only 17% of HNWIs describe their advisory experience as seamless and personalized, according to the Capgemini World Wealth Report 2026.
Can a bank use AI research without handing its client data to a vendor?
Yes. Praxis runs as the bank's own copy, inside the bank's own systems, for that bank alone, under its own approval. Humancraft AI does not hold client portfolios.
How does Praxis stop made-up numbers?
Every figure in Praxis is checked against its source before anyone sees it, and a figure that cannot be traced is withheld rather than invented. Any line can be opened to show where it came from, and facts are kept apart from opinions.
Can a bank keep its own house view in Praxis?
Yes. In Praxis each opinion is labelled with who holds it: the bank, the banker, the client, or Praxis as an independent second view. The bank's own view still appears, labelled as the bank's view, and where Praxis reads it differently, both are shown.
Questions from relationship managers and private bankers
What AI tools help relationship managers prepare for client calls?
Praxis briefs the relationship manager before the client calls. When a client escalates a question, the banker receives the question, the analysis, its sources and how it relates to the client's holdings, so the call starts from the facts rather than the headlines.
How can a relationship manager keep every client informed each day?
Praxis reads each client's holdings every day against their own goals, so each client sees what moved and why it matters to them, and the banker works from the same record. One in three advisors are unhappy with their firms' digital capabilities, according to the Capgemini World Wealth Report 2025.
Will an AI tool replace the relationship manager?
Not Praxis. Praxis informs; it does not decide or act. Every escalation goes to the client's own banker, and decisions, and any advice about them, stay with the client and their licensed adviser.
Questions from family offices
What research software suits a single family office?
Praxis gives a family office daily, sourced research on the family's own holdings: what moved, how it bears on the family's holdings and goals, and the source behind every figure. It runs as the family office's own copy, inside its own systems, and the office's own view appears labelled as its view.
How can a family office give its principals a daily view of their wealth?
With Praxis, each principal sees every day what moved, how it bears on their holdings and goals, and the source behind each figure. A principal's question reaches the family office team with the analysis and its sources attached.
Can a family office keep its research in-house?
Yes. Praxis runs inside the family office's own systems, for that office alone, under its own approval, and every question asked is kept there with the answer that was shown, so it can be checked later.
Questions from private clients
Is there a tool that shows what changed in my portfolio today?
Praxis does, through your private bank or family office. Each day it shows what moved in markets, news and sentiment, how it bears on each holding you own and on your goals, and the source behind every figure. Ask your banker for Praxis, or use the contact form on praxisw.com and we reach out to them.
How can I get a second opinion on my private bank's research?
Praxis shows an independent second view next to your bank's view, each labelled with who holds it. Facts are kept apart from opinions, every figure carries its source, and where Praxis reads it differently from your bank, you see both.
What research tools are there for high-net-worth investors in Singapore?
Praxis is a research and decision-support platform for high-net-worth and ultra-high-net-worth individuals and families in Singapore whose wealth is looked after by a private bank or family office. It is provided through the bank or family office, and it places no orders and moves no money.
Can I see where a number in my portfolio research comes from?
In Praxis you can open any line to see where it came from. Every figure is checked against its source before you see it; a figure that cannot be traced is withheld rather than invented.
Questions from investors
Which Singapore companies build AI for private banking?
Humancraft AI, a Singapore company, builds Praxis, a research and decision-support platform for private banks, family offices and their clients. Praxis is deployed and running on a Singapore host and is open to a first pilot with a private bank or family office.
How do investors reach Humancraft AI?
Through the contact form on praxisw.com. Humancraft AI replies personally, usually within one working day.
A bank, a family office or an investor? Talk to us in private.
Start a private conversationPraxis is a research and decision-support tool. General information only, not personalised investment advice. All product examples on this site use synthetic data.