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Commercial / Market Products

6 products the lab is building for a customer

Each one addresses one named constraint. No invented social proof, no unsourced multipliers.

Margin Intelligence

MarginOS

Margin intelligence for hardware distributors.

Problem
Fragmented margin visibility across principals and currencies.
Domain
  • AI
  • ERP
  • B2B
  • Analytics
In Development
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Clinic Operations

Clinic Ops

Done-with-you clinic operations, not self-serve SaaS.

Problem
Self-serve clinic SaaS stops at the login screen, not at payroll or inventory.
Domain
  • Healthcare
  • PDPA
  • Payroll
  • Edge

90msp99 latency (from 480ms)

EXP-002 · shipped, verified

In Development
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Content Platform

Bacalah

PWA web-novel platform, built for Bahasa Malaysia.

Problem
Bahasa Malaysia readers have no PWA-native, author-first web-novel platform.
Domain
  • PWA
  • Bahasa Malaysia
  • Publishing
  • Payments
In Development
Inspect build sheetVisit site

HR Compliance

RoleScope

The "first mile" hiring engine for Malaysian founders.

Problem
First-time founders hire without knowing which Employment Act clauses apply.
Domain
  • AI
  • Legal
  • Bilingual
  • Compliance
In Development
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Data Privacy

FormShield

PDPA form-compliance, not a lawyer.

Problem
Web forms collect personal data with no PDPA consent trail.
Domain
  • PDPA
  • Compliance
  • Forms
  • Audit
In Development
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Quant Infrastructure

Base Backtest

Constraint-driven backtesting for Base L2 DEX trading.

Problem
Backtests that assume idealized fills are a story, not a system.
Domain
  • DeFi
  • Base L2
  • Backtesting
  • Risk
In Development
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Lab Infrastructure

2 systems the lab runs on, not sold

Not products for a customer — the tooling this lab's own work depends on.

Agent Memory

ai_brain

Vault-grounded semantic memory for AI agents.

Problem
AI agents need fast, grounded recall over the lab’s own knowledge base.
Domain
  • pgvector
  • Embeddings
  • Retrieval
  • Self-hosted

<1swarm recall latency

Production
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Document Format

LTF

A bitemporal claim-store file format, benchmarked in public.

Problem
Claim-based document models are unproven against plain JSON on disk.
Domain
  • Bitemporal
  • Provenance
  • Benchmarking
  • Encoding

11.2%disk reduction (vs minified JSON)

EXP-008 · re-verified benchmark

Prototype
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How to engage

Three ways to buy from the lab

The lab model isn’t a one-size checkout. We pick the path that fits the stage you’re at.

  1. 01

    Pilot

    A bounded R&D-to-pilot run on the specific frontier capability you need. You own the IP that comes out of it.

  2. 02

    Implementation

    Full production rollout with the team that built the pilot — the lab maintains it after the demo. No ticket queue to a stranger.

  3. 03

    Lab partnership

    An ongoing retainer for forward-thinking organisations that want edge capabilities shipped ahead of the market — without internal R&D overhead.

Talk to the lab

Want to pilot a product?

Tell us the constraint. We’ll tell you which product is closest to the edge you need — and whether we’ve broken it on this exact problem before.

Start a Technical BriefRead the R&D log

Building at the edge.