Fintech
Platforms
AI systems in payments, lending, fraud detection, and financial infrastructure deployed into regulated banks and institutions, where AI behavior is mission-critical and subject to audit and risk controls.
We Place Engineers
accountable for designing, deploying, and operating production AI systems for BFSI-facing vendors.
We work with AI-native vendors where AI is on the critical path and failure modes matter. Our searches focus on engineers with real production accountability, people who have designed system behavior, deployed AI into regulated customer environments, and operated those systems under audit, security, and reliability constraints.
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- Dedicated to BFSI-facing vendors in regulated contexts Our framework is built around organizations where security, audit, governance, compliance, and risk constraints drive talent decisions.
- Exclusive focus on production AI systems We place engineers who have real accountability for designing, deploying, and operating AI in live environments, not peripheral or theoretical roles.
- Ownership across design, deployment, and operation outcomes We prioritize engineers who assume end-to-end accountability for system behavior, rollout into regulated environments, and sustained operational performance.
- Engineered for regulated operational requirements We evaluate candidates for enterprise compliance readiness, data protection practices, and familiarity with audited change control lifecycles.
Who We Work With
AI-native vendors whose production AI systems are deployed into banks and insurers, operating under regulatory, compliance, and governance constraints shaped by those institutions.
Fintech
Insurtech
Platforms
AI-enabled underwriting, claims automation, and policy administration systems operating in insurance environments, with clear accountability for production behavior and regulatory constraints.
Compliance & Regulatory Platforms
AI systems for compliance monitoring, transaction surveillance, KYC/AML automation, and regulatory reporting deployed into regulated environments subject to enterprise governance and audit controls.
BFSI-Facing Security & Risk Platforms
Security, detection, and risk analytics platforms where AI performance impacts regulated enterprise outcomes and systems are operated under formal compliance and risk controls.
Client Fit Checklist
We are a strong fit when all of the following are true:
- AI is core to your product or serviceDisabling or degrading AI materially impacts customer outcomes.
- AI systems are in productionWith clearly defined success and failure metrics.
- There is defined ownership for design, deployment, and operationIncluding responsibility for incidents and ongoing performance.
- Your customers include banks and insurers as core buyersWhere auditability, data governance, and compliance shape requirements.
- The solution operates within enterprise risk, compliance, and procurement processesTypical of regulated markets and sophisticated B2B purchasing cycles.
Out of Scope
We do not run searches for:
- Research-only teams or exploratory roles without production delivery.
- Projects limited to demos, pilots, notebooks, or experimental artifacts.
- AI used solely for analytics, dashboards, or internal tooling.
- Consumer-first or lightly regulated products.
- Organizations where AI is not operationally critical to customer value.
Credibility You Can Rely On
We are a new firm, yet our Founding Team brings 10+ years of recruiting, technical, and business leadership experience. Now we apply that expertise exclusively to placing engineers accountable for designing, deploying, and operating production AI systems for BFSI-facing vendors in regulated environments, providing a disciplined, transparent path to delivery-critical hires.
- Recruiting expertise rooted in disciplined search and candidate evaluation
- Technical delivery judgment from experience leading teams and complex execution
- Business leadership grounded in client outcomes and disciplined execution
We apply this combination to help AI vendors selling into regulated markets build delivery-critical engineering teams with transparency and focus.
How It Works
1
Regulated Role
Intake
We define the technical, compliance, and operational requirements that shape success in your environment.
2
Targeted AI Talent
Search
We execute a focused search for engineers with production accountability, domain fluency, and enterprise readiness.
3
Practical Deployment
Screening
Candidates are vetted for system maturity, operating context experience, and stakeholder execution capability.
4
High-Alignment
Shortlist
You receive a concise slate with clear rationales on fit, risk, and accountability across design, deployment, and operation.
5
Offer, Acceptance &
Support
We support interviews, references, offer negotiation, and stay engaged through early onboarding to protect continuity.
Design, Deploy, Operate
Design Accountability
Engineers responsible for system behavior, evaluation criteria, and architectural decisions that shape AI performance in production and compliance contexts.
Deploy Accountability
Engineers accountable for delivering systems into regulated customer environments with security, monitoring, and operational readiness assured.
Operate Accountability
Engineers tasked with sustaining reliability, monitoring, incident response, and governance in ongoing production usage.
Why Choose Jane Michael AI Talent Search?
Specialized in Production
AI Accountability
We focus exclusively on placing engineers who have delivered, deployed, and operated production AI systems in regulated contexts with clear accountability for outcomes.
Regulated Market
Fluency
We understand how security, compliance, governance, and audit constraints shape hiring needs and candidate evaluation in regulated buyers.
Founder-Led
Execution
Direct engagement with senior leadership ensures high-signal pipelines, disciplined calibration, and transparent communication, not handoffs to junior recruiters.
Enterprise Risk &
Procurement Alignment
We speak both technical and business risk languages, smoothing engagement with procurement, risk, compliance, and engineering stakeholders.
Book a Priority Search Call
Tell us about your production AI accountability search and we'll reply within 1 business day with next steps.