
Rapheal Obodugo
Most financial software assumes numbers are correct because an API returned them. We build deterministic multi-agent architectures that prove they are.
Provenance
Continuous audit for modern finance. Researching deterministic multi-agent verification architectures that audit 50,000+ transaction batches without hallucination.
Built consumer recurring payment infrastructure, scaled to 360,000 accounts across emerging markets, and successfully completed acquisition.
Led core engineering across digital wealth management, capital market execution engines, and retail investment platforms in Riyadh.
Distributed systems infrastructure, large-scale data pipelines, and network reliability engineering.
A commercial palm kernel processing mill in Bende, Abia State, Nigeria, commissioning industrial processing equipment for vegetable oil production.
Selected Research
Adversarial Consensus Verification for Reliable LLM agents in Financial Forensics: The Pave Interchange Benchmark
Single-agent LLMs degrade below 55% accuracy on forensic discovery tasks due to relational blindness, numerical drift, and contextual overload.
Avae 2.0 multi-agent adversarial consensus achieves 100% forensic accuracy across all 24 tasks on a 50,000-record payment reconciliation suite.
Background & Inquiry
I am building Avae, an applied research and engineering company focused on continuous audit for modern finance. We build systems that can reliably reason over financial data, ensuring that numbers are not merely available, but verifiably correct.
Modern financial workflows still rely heavily on manual reconciliation, disparate spreadsheets, and brittle logic. As these systems scale, ensuring absolute correctness becomes increasingly difficult. Avae exists to solve this problem at its root by building deterministic systems capable of processing large-scale financial data, detecting structural inconsistencies, and explaining outcomes with absolute precision.
I spend a lot of time reading mostly history, philosophy, and biographies. I enjoy understanding how exceptional people thought and why complex systems work the way they do. Occasionally, I turn to fiction when I need the space to escape.
I write about the mechanics of building products, the art of execution, and the unique lessons that come from operating in emerging markets.
Outside Avae, I'm a director of Oriafo, a palm kernel processing mill in Abia State, Nigeria.
I also advise early-stage startups on product strategy and engineering. Get in touch if you are building something genuinely interesting.
Writing & Essays
All 20 essays →Currently Reading
Full Bookshelf →Speaking & Broadcasts
CNBC AfricaHow AI is reshaping the future of work & skills in Africa
Broadcast Interview · Africa Market Strategy
Panel