Evidence-based tech that ships real-world results.

We prototype, validate, and deploy modern software using what the data supports, not just what is trendy.

About Swop Labs

Swop Labs is a product studio creating modern, evidence-based technology. We build software that solves real problems with measurable outcomes.

Our approach centers on validation loops and pragmatic engineering. We prototype quickly, test rigorously, and ship dependable solutions backed by data, not assumptions.

From discovery to deployment, we focus on what works: clear metrics, iterative learning, and technology choices grounded in evidence.

Capabilities

End-to-end product development with a focus on validation and measurable outcomes.

Product discovery & UX research

Uncover user needs and validate assumptions before building.

Rapid prototypes → production hand-off

Move from concept to working software with minimal waste.

AI-assisted apps & data pipelines

Leverage modern AI capabilities for intelligent features.

Reliable web backends & integrations

Build robust APIs and connect systems seamlessly.

Privacy-minded, accessible UI

Create interfaces that respect users and meet WCAG standards.

Metrics & experimentation (A/B, pre/post)

Measure impact and optimize based on real data.

Meet the Founders

Built in Singapore by a team dedicated to pragmatic engineering and measurable outcomes.

Elroy Loo

Chief Executive Officer & Head of Product

Columbia UniversityColumbia University

Directs enterprise strategy and serves as the primary technical lead at Swop Labs. Architects both the commercial roadmap and the core engineering of the AI voice infrastructure for enterprise deployment.

Eithan Jahja

Technical Co-Founder

Columbia UniversityColumbia University

Provides specialized architectural oversight on AI deployment and high-performance audio engineering. Advises on the optimization of low-latency voice activity detection and real-time noise suppression models.

Sean Tan

Head of Enterprise Sales

SMUSMU

Drives revenue growth, go-to-market strategy, and enterprise client acquisition. Specializes in securing and managing high-value B2B software integrations across the Southeast Asian healthcare and hospitality sectors.

Our Approach

A systematic process that prioritizes learning and validation at every stage.

01

Discover

Align on the problem and define success metrics.

02

Prototype

Reduce risk and increase learning through rapid iteration.

03

Validate

Let evidence guide decisions, not opinions.

04

Ship

Deploy dependable software with measured impact.

Hosted with HTTPS-only defaults on our .app domain.

Get in Touch

Ready to build something evidence-based? Let’s talk.

Email Us Directly

Send us a message at:

support@swoplabs.app