Curating the Next Wave of Human-Information Interaction

We're an AI studio building intelligent curation systems that transform information overload into meaningful, personalized experiences.

Case Studies

Projects we are proud of

Our works are a blend of innovative thinking and practical solutions, ensuring they are both unique and effective.

SeEat AI menu scanner app screens

SeEat: AI Menu Scanner

Mobile App / Beta Testing

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Peac.is web application dashboard

Peac.is

Web Application

Developing

Information access is exploding, but human I/O bandwidth remains unchanged. Over the history of human civilization and technology, we've seen three major paradigms of human–information interaction.

Curate Complexity, Deliver Clarity

We curate the world's growing complexity with AI that anticipates intent, reorganizes information, and delivers clarity and actionable insights.

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01

First-Principles Thinking

Questioning the 'why', 'what', and 'how' behind every action, ensuring our AI not only processes data but also comprehends the underlying relationships.

02

Context Engineering

Accuracy, relevance, and high signal-to-noise ratio are the keys to reliable intelligence.

03

Boundless Exploration

We embrace the unknown, encouraging experimentation and pushing the boundaries of what's possible with AI and information interaction.

Impact

Speed is the
business model.

Four vertical product lines, two consumer apps shipped, and two custom agents delivered, in the first four months of operation.

2

days from idea to
SeEat shipping

10

days to deliver a government agent,
replacing a ¥900,000 outsourced build

50×

target build speed against
traditional software teams

Hongkai He

Founder, Causally

We have been able to fortify our team and complete pertinent projects on schedule.
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Building Digital Products That Drive Growth

We partner with ambitious companies to design, test, and launch digital experiences that inspire trust, accelerate adoption, and deliver measurable results.

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Product Design 01

We craft clean, scalable design systems and interfaces that adapt seamlessly across products, platforms, and markets.

UX Research 02

Our process is rooted in evidence. We uncover real user needs through research, ensuring every design decision is informed and intentional.

Leadership 03

From early ideation to execution, we guide teams with clarity and momentum—helping startups move fast without losing precision.

Causally
FAQ

Your questions, answered

Common questions about how Causally works, what we build, and where we're headed.

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What does Causally actually do?

We're an AI-native incubation studio. We find narrow but deep problems in global markets and ship vertical AI applications against them in days rather than quarters. Four product lines are running: consumer tools, a knowledge assistant, generative products, and custom agents for business.

What does "Causally" mean?

Causally is the adverb for following cause and effect. The Chinese name, 溯理, means tracing something back to its reason. It is the first-principles habit the company is built on.

How does a team this small ship this much?

Humans handle intent, judgment and taste. AI handles execution, scale and record-keeping. Every person is a domain owner directing a fleet of agents instead of a team of people. That is how two consumer apps and two custom agents shipped in the first four months.

Who is behind Causally?

Founder Hongkai He spent ten years in venture capital as managing partner at Taihill Venture, backing more than 100 AI and deep-tech companies. Causally runs a commercial base in Boston and an R&D base in Guangzhou. The angel round was co-led by Foothill Ventures and Taihill Venture.