Founder, ABIRU Labs · Houston, TX
In an agent-powered economy, industrial labor will evolve from a job-posting market into a system that continuously coordinates human capacity with industrial demand.
The foundation will be trust: knowing that available capacity genuinely satisfies the demand. In that world, matching is a commodity. Verification is not.
An industrial safety execution platform built to scale judgment across remote teams.
Safety Square turns safety judgment into execution support at the point of work: reviewing hazards and controls, briefing crews in their own language, and capturing evidence that every crew member is briefed before work begins.
Open, accessible intelligence that moves the needle where it matters most.
ABIRU applies open-weight capability to Rwanda's most consequential challenges by making intelligence accessible and building AI for the economic systems and shared problems that are central to the country's progress.
Inside:
SmartBid, transforming public procurement into an accessible market
Writer, helping organizations produce the reporting and writing that moves the economy
EXODUS is a procedure-bound execution platform that turns pre-approved procedures into architectural constraints on downstream work—whether a human or an agent does it.
Salva is an AI faith companion. Salvation is not a destination; it is an evolving personal standard that meets a person wherever they are, without condemnation.
The system thinkers every company wants may be people with both high openness and high conscientiousness. In an AI world where exploration and iteration are cheap, that blend may be what organizations actually need.
Substack · Sep 14, 2026 →"A safety policy that never reaches the point of work is not a control. It is a document."
LinkedIn · Sep 8, 2026 →"The optimal device form factor for an AI-powered operator is no device."
Substack · Aug 30, 2026 →"Data correction is not execution. Knowing what went wrong after is not the same as changing what happens before."
LinkedIn · Aug 14, 2026 →AGI's mission might be a Tower of Babel 2.0, as AGI-focused researchers leave to pursue their own versions of AGI while others redirect toward different goals.
Substack · Aug 7, 2026 →"The future of enterprise AI is not primarily a model problem. It's a data, retrieval, evaluation, and workflow problem."
LinkedIn · Jun 6, 2026 →"The difference is not intelligence. The difference is not talent. And it is not lack of procedures. The difference is operational visibility."
LinkedIn · May 14, 2026 →The only way others truly know how we feel and think about them is through our words. That is what makes clear communication so powerful, and poor communication so costly.
Substack · Apr 1, 2026 →