I’m the Founder & CEO of DataFlux Software, a consulting firm focused on one thing: audit-ready Finance RAG with measurable quality.

My work sits at the intersection of AI architecture, financial data, and compliance. I design and lead the implementation of Retrieval-Augmented Generation systems that CFOs, Heads of Finance, Risk, Compliance, and IR can actually defend in front of internal audit and regulators — not just demo on a slide.

At DataFlux Software, we build Finance RAG systems around a single pipeline:

Discovery — productized diagnostic and architecture (P1–P3, $5k–$40k), where we validate feasibility, data readiness, and define the target architecture.

Build — fixed-scope implementation of Finance RAG (from $120k) based strictly on the approved architecture, with quality gates and evaluation built in.

Run — managed service (from $15k/month) with continuous regression, SLO/SLA tracking, and incident governance.

Every system we deliver includes a production-grade evaluation stack: retrieval and answer quality metrics (faithfulness, relevance, correctness, hallucination rate), golden datasets, baselines, and automated regression loops integrated into CI/CD and monitoring. The goal is simple: RAG you can trust, with quality that can be measured, trended, and audited over time.

Compliance is treated as part of the architecture, not an afterthought. We ship audit trails, data lineage, DPIA and risk maps, SLO/SLA definitions, and model governance procedures alongside the technical implementation, so Finance and Risk teams have evidence — not just promises.

Before founding DataFlux Software, I designed and delivered large-scale AI systems and RAG platforms across multiple domains. Now this experience is entirely focused on a narrow niche: corporate finance and financially regulated environments where failure has a real cost.

If you are responsible for Finance, Risk, Compliance, or Investor Relations and are evaluating RAG for your organisation, the right entry point with me is a Finance RAG Discovery (P1, P2, or P3) with clear scope, fixed pricing, and explicit success criteria.