NeuroQA is not a startup idea. It is the productisation of twenty years of lived experience inside the most complex CIB transformation programmes in the industry.
The pattern repeated across institutions, across programmes, across decades. Knowledge does not transfer. Tests do not compound. Every programme starts from zero. NeuroQA exists because this pattern was finally diagnosed — and encoded into a system.
Read the full thesis →"I have worked both sides of the table — writing the specifications and validating them. I know exactly where knowledge breaks down between these two worlds. NeuroQA is the bridge."
Across BNP Paribas, Société Générale, Natixis, and UBS — spanning FX, Rates, Credit, and Fixed Income — the same failure mode repeated: knowledge does not transfer, tests do not compound, and every programme starts from zero.
Not because the people were wrong. Because the operating model is structurally broken. There is no system that captures, structures, and preserves CIB delivery knowledge as a reusable asset.
After observing this for fifteen years, the question stopped being how to improve testing teams. It became: how do we reinvent transformation assurance itself?
CIB transformation · Murex · FX lifecycle
Platform migration · Rates · Fixed Income
UAT strategy · Calypso · CLS settlement
Regulatory programme · EMIR · Credit derivatives
"The barrier to entry for NeuroQA is not technology. Any team can deploy LLMs, RAG, and agents. The barrier is the structured domain knowledge required to make those technologies work for capital markets. That knowledge takes 15+ years to accumulate. It cannot be hired. It cannot be acquired from a data vendor. It must be lived."
— Nahla, Founder · NeuroQAThe CIB Knowledge Graph is not a dataset purchased from a vendor. It is encoded lived experience — products, lifecycle events, booking conventions, regulatory rules, and reconciliation patterns across the full capital markets stack.
Spot, Forward, Swap, NDF, Option lifecycle
Payment netting, exceptions, reconciliation
IRS, OIS, CCS, Swaptions — booking & risk
CDS, CLN, iTraxx — lifecycle & collateral
Bonds, Repos, TRS — settlement & attribution
Refit, UMR, Basel 3.1 reporting
Config, booking logic, lifecycle, MxML
Trade model, workflow, reconciliation
The long-term vision for NeuroQA is not a better test tool. It is a transformation intelligence layer for capital markets — a persistent, compounding asset that makes every future programme faster, safer, and more auditable than the last.
When NeuroQA is embedded in a CIB, transformation assurance stops being a project cost and becomes institutional capability. Knowledge compounds. Coverage scales. And the next programme starts with 15 years of encoded expertise — not from zero.
Work with us →CLS + FX Knowledge Graph. Murex connector. First lighthouse client. First compounding reference.
Multi-vendor. Rates and Credit domains. Second and third clients. Co-published case studies.
Full capital markets stack. Partner ecosystem. Content licensing. The category standard — set by the first mover.
Every engagement enriches the graph. No horizontal AI vendor can replicate 15 years of encoded CIB expertise. The moat compounds with each client.