Research collective

The world's most important technologies need researchers who build.

Caliga is a research collective covering crypto, fintech, deep tech, and frontier AI.

Protocol audits
Payments research
Technical diligence
AI workflows
Robotics analysis
Investment memos
Financial models
Market datasets
Product teardown
Implementation review

Most of the value in frontier markets is captured before the thesis becomes consensus.

Frontier technology moves faster than most research processes. The teams that reach good decisions do so because they understand how things work, not just that they are moving.

We work with founders who expect reviewers to read the implementation, question the assumptions, and document the edge cases.

01Mechanism
02Evidence
03Timing

Implementation read

Question the assumptions

Source trail

Document the edge cases

Market map

Decide before consensus

Research first.

Our published work includes memos, models, and datasets that can be independently verified. When we allocate capital it is early, concentrated, and based on a documented thesis.

01

Open methodology

Sources cited. Steps documented. Findings reproducible.

02

Adversarial review

Hard questions are part of the deliverable, not a footnote.

03

AI-assisted synthesis

Structured tools for faster research without sacrificing rigor.

Multiple members, one standard.

We publish before we pitch.

Feuter, Analytics & company research

Feuter/FounderSingapore

Analytics & company research

Graduate training with VC exposure, specializing in analytics, financial modeling, and company analysis. Former operator with direct experience building and running a business.

Profile on X
Kafka, Technical research

Kafka/FounderNYC

Technical research

Computer science background with hands-on engineering experience across multiple startup stacks. Evaluates architecture, crafts automations and reviews implementation directly.

Profile on X

Let's work together.

Share the problem, what you have built, and what you want reviewed. We respond when the research can add real value.

Frontier markets reward teams that understand mechanism, not just momentum.

Our output is research you can trace, not a presentation.

Caliga

CALIGA

WRITING