AI transformation for regulated industries
BreakVector Labs helps banks, card issuers, insurers and asset managers deliver AI that passes examination and actually gets used, and builds the products that keep portfolios on track.
What we do
Advisory work for leaders taking AI into regulated operations, and software that makes portfolio delivery visible.
Enterprise transformation and technology advisory. A governed, data-first lifecycle that takes AI use cases from idea to production, with change management built in.
Connected portfolio management on Jira Cloud. One live, explainable view of every initiative, feature and dependency, with plans fitted to real team capacity.
The Governed AI Lifecycle
PMI-CPMAI's data-first phases form the spine; IAPP AIGP controls sit on every gate; Prosci ADKAR runs from week one.
Policy, inventory, risk tiers, literacy
G0 · Policy approvedProblem, AI pattern, value, owner
G1 · Intake and tierLawful basis, quality, bias exposure
G2 · Data rightsLineage, representativeness, proxies
G3 · LineageModels, vendors, guardrails
G4 · Model cardIndependent tests, impact assessment
G5 · ValidationHuman oversight, monitoring, rollback
G6 · Go-live readinessValue tracking, revalidation, retirement
Ongoing reviewPriorVue AI
PriorVue AI turns the Jira you already use into one live view of every program, epic and feature, so leaders spot risk early and plan every quarter with confidence.
Health rolled up from Jira, with a plain-language reason for every red and amber.
Know what slips if this slips, across teams, before it happens.
A ranked plan per team, within real capacity, tested in seconds.
Agreed priorities pushed back into Jira after you preview them.
Who you work with
BreakVector Labs is led by Jiby Manuel, a PMP and Prosci-certified program leader in banking and card, focused on transformation across Risk, Fraud and Operations.
About JibyLed an agentic AI program in client reporting at Nuveen.
Took an AI use case into production for a cloud-based warehouse management platform.
Designed and built PriorVue AI, a decision layer on Jira Cloud.
Get started
We'll look at where your AI work stands, what is blocking production, and whether a readiness assessment, a governance foundation or a PriorVue pilot is the right first step.
Or email hello@breakvectorlabs.com