Building for GFH 2026 · Singapore 为 GFH 2026 而建 · 新加坡

Build what finance
can trust.
构建金融真正
信得过的 AI。

Funtech turns AI into financial decisions people can understand, govern, and act on. Not another black box. A complete decision system. Funtech 把 AI 变成可理解、可治理、可执行的金融决策。不是另一个黑盒模型,而是一套完整的决策系统。

AI AGENTSAI 智能体 RISK INTELLIGENCE风险智能 FINANCIAL-GRADE ARCHITECTURE金融级架构
01 / MISSION

We build decisions,
not demos.
我们交付决策,
不止演示。

Financial AI only matters when it earns the right to influence a real decision. 金融 AI 的价值,始于它赢得影响真实决策的资格。

Funtech works where model intelligence meets policy, workflow, user experience, and operational reality. We design every layer together—so innovation moves fast without leaving trust behind. Funtech 专注于模型智能与制度、流程、用户体验及真实运营的交汇处。我们把每一层作为整体设计,让创新加速,也让信任不掉队。

“If it cannot be explained, governed, and used in a real decision, it is not finished.” “不能解释、不能治理、不能用于真实决策,就不算完成。”
02 / PROBLEM SPACE

Where intelligence
becomes useful.
让智能真正
进入决策。

We are drawn to the moments where uncertainty becomes a decision—when signals are incomplete, context is scattered, and the consequence is human. 我们关注不确定性真正变成决策的时刻——信号尚不完整、情境仍然分散,而结果最终由人承担。

01
SEE EARLIER更早看见

Risk changes
before reports do.
风险总比报表
先一步变化。

Connect behaviour, context, and weak signals to recognise change before it becomes loss.连接行为、情境与微弱信号,在变化演变成损失之前识别它。

OUR LENSAdaptive by design.让适应性成为设计。
02
MAKE IT ACTIONABLE让情境可行动

Context becomes
action.
让情境
成为行动。

Turn fragmented information into guidance that is timely, relevant, and clear enough to act on.把碎片化信息转化为及时、相关且足够清晰的行动建议。

OUR LENSClarity over complexity.清晰胜过复杂。
03
KEEP PEOPLE IN CONTROL让人掌握决策

Judgement stays
human.
让判断
始终属于人。

Build explanation, authority, and escalation into every critical decision path.把解释、权限与升级机制写进每一条关键决策路径。

OUR LENSHuman consequence. Human control.人的责任,人的控制。

These are the questions we bring to GFH 2026—and to every financial system we build.这些是我们带到 GFH 2026、也带进每一个金融系统的问题。

GFH 2026
03 / CAPABILITIES

Our unfair advantage
is the whole system.
我们的真正优势,
是完整系统能力。

Most teams optimise the model. We engineer the decision journey around it.大多数团队优化模型。我们工程化模型周围的完整决策旅程。

01SIGNAL信号Data + behaviour数据 + 行为
02CONTEXT情境Policy + history规则 + 历史
03DECISION决策Model + rules模型 + 规则
04EXPLAIN解释Evidence + reason证据 + 理由
05ACTION行动Human + workflow人 + 流程
06LEARN学习Feedback + control反馈 + 控制
DI

Decision intelligence决策智能

AI agents, predictive signals, explainability, and human judgement designed as one operating loop.把 AI 智能体、预测信号、可解释性与人的判断设计为同一个运行闭环。

AI AgentsXAIHITL
FA

Financial-grade architecture金融级架构

Security, governance, resilience, observability, and auditability built in from the first decision.从第一个决策开始,就内建安全、治理、韧性、可观测与可审计能力。

GovernanceSREAudit
ST

Systems thinking系统思维

We connect data, models, policy, workflows, and experience across the full value chain.我们贯通数据、模型、制度、流程与体验,覆盖完整价值链。

ArchitecturePolicyUX
BX

Build-to-scale execution面向规模的交付

From problem framing and rapid validation to production architecture and measurable learning.从问题定义、快速验证,到生产架构与可度量学习,形成完整交付链路。

PrototypePlatformScale
04 / PRINCIPLES

HOW WE BUILD我们的构建方式

Fast enough to matter.
Disciplined enough to trust.
快到足以创造价值,
稳到足以赢得信任。

  1. 01
    Start with the decision从决策出发

    Define who acts, on what evidence, under which constraints—before choosing a model.

    先定义谁基于什么证据、在什么约束下行动,再选择模型。

  2. 02
    Trust by design让信任成为设计

    Explanation, governance, security, and escalation are product capabilities, not compliance footnotes.

    解释、治理、安全和升级机制是产品能力,而不是合规脚注。

  3. 03
    Humans own the consequence人对结果负责

    AI augments judgement. Clear authority and meaningful human control remain visible at every critical point.

    AI 增强判断;在每个关键节点,权限归属与人的有效控制始终清晰可见。

  4. 04
    Learn in production, safely安全地持续学习

    Observable feedback loops, bounded experiments, and measurable outcomes turn every decision into learning.

    用可观测反馈、受控实验和可度量结果,让每次决策都成为学习。

05 / CURRENT MISSION

GLOBAL FINTECH HACKCELERATOR 20262026 全球金融科技创新大赛

AI that reasons.
Systems that endure.
Finance that serves people.
会推理的 AI。
经得起考验的系统。
真正服务于人的金融。