商业抵押专家
SME - Commercial Mortgage (Contract)
JazzX AI 简介：
愿景：企业通过机构智能运作——受控、自我改进，并超越个人专业知识实现可扩展性。
JazzX AI 正在定义企业工作的未来——通过构建真正能完成任务的原生人工智能数字员工。
我们认为企业不会扩大专业知识，反而会失去它。知识被困在个人手中，判断应用不一致，最优秀的人才却花费时间在本应自动化的工作上。我们正在改变这一点。
JazzX AI 将混乱的企业现实转化为机构智能：受控的数字员工能够捕捉专家判断，使每个决策都可解释，并通过实际执行持续改进。结果是在那些出错不可接受的领域，实现更快的决策、更高质量的结果以及可信赖的大规模执行。
我们从贷款和尽职调查流程开始——复杂、受监管、高风险。从这里，我们正在为各行业的企业智能构建基础架构。
这是早期阶段、困难且具有深远影响的工作。如果你希望参与将真正能在生产环境中运行、处理真实复杂性并带来真实成果的AI系统推向市场，而不是演示或聊天机器人，JazzX AI 就是你的选择。
SAIGroup 简介：
SAIGroup 是一家私人投资公司，已承诺投入 10 亿美元来打造和扩展下一代人工智能驱动的企业软件公司。SAIGroup 的投资组合服务超过 2000 家全球企业客户，年收入近 8 亿美元，全球员工超过 4000 人——为 JazzX AI 提供从第一天起就具备长期资本、深厚的运营经验和真实企业规模的访问权限。
关键交付成果
该合作应产生具体且可重用的资产，包括：
- 商业贷款生命周期蓝图 —— 贷款发起、履行、结清、服务和组合流程的端到端地图，包含角色、系统、交接点、数据依赖关系和问题节点。
- 发起与履行流程包 —— 包括受理、资格审核、文件收集、分析、承销支持、信用备忘录准备、审批、条件、结清、放款和入职的详细地图。
- 角色与待完成工作映射 —— 每个角色的责任、痛点、产出物、决策、交接点、系统和成功指标。
- 文档与数据需求矩阵 —— 按交易类型和流程阶段划分的所需文档、数据字段、源系统和证据标准。
查看英文原文
About JazzX AI:
Vision: Enterprises operating on institutional intelligence—governed, self-improving, and scalable beyond individual expertise.
JazzX AI is defining the future of enterprise work—by building AI-native digital workers that actually get the job done.
We believe enterprises don't scale expertise—they lose it. Knowledge stays trapped in individuals, judgment gets applied inconsistently, and the best talent spends time on work that should run itself. We're changing that.
JazzX AI transforms messy enterprise reality into institutional intelligence: governed digital workers that capture expert judgment, make every decision explainable, and continuously improve through real-world execution. The result is faster decisions, higher-quality outcomes, and reliable execution at scale—in domains where getting it wrong isn't an option.
We're starting with lending and due-diligence workflows—complex, regulated, high-stakes. From here, we're building the backbone for enterprise intelligence across industries.
This is early-stage, hard, and consequential work. If you want to be part of bringing AI systems to market that actually run in production, handle real complexity, and deliver real outcomes—not demos, not chatbots—JazzX AI is the place.
About SAIGroup :
SAIGroup a private investment firm that has committed $1B to build and scale next-generation, AI-powered enterprise software companies. SAIGroup’s portfolio serves 2,000+ global enterprise customers, generates nearly $800M in annual revenue, and employs 4,000+ people worldwide — providing JazzX AI with long-term capital, deep operating expertise, and access to real-world enterprise scale from day one.
Key Deliverables
The engagement should produce concrete, reusable assets, including:
- Commercial Lending Lifecycle Blueprint — an end-to-end map of origination, fulfillment, closing, servicing, and portfolio workflows with personas, systems, handoffs, data dependencies, and breakdown points.
- Origination & Fulfillment Workflow Pack — detailed maps for intake, qualification, document collection, spreading, underwriting support, credit-memo preparation, approval, conditions, closing, funding, and boarding.
- Persona & Jobs-to-Be-Done Map — responsibilities, pain points, artifacts, decisions, handoffs, systems, and success metrics for each persona.
- Document & Data Requirement Matrix — required documents, data fields, source systems, and evidence standards by deal type and workflow stage.
- Credit Package / CAM Reference Model — a recommended structure for credit-package outputs: borrower overview, sponsor / guarantor analysis, collateral, financial analysis, risk-rating support, exceptions, conditions, covenants, approvals, and evidence links.
- Policy, Exception & Approval Logic Guide — how lender policy, authority matrices, exceptions, overrides, and approvals should be represented in workflows and AI outputs.
- Conditions & Covenants Playbook — how conditions and covenants are generated, assigned, tracked, escalated, cleared, monitored, and surfaced across origination, closing, servicing, and portfolio.
- Golden Deal Library & Validation Rubric — representative scenarios and expected outputs for evaluating AI performance, SME review, regression testing, and release readiness.
- Servicing & Portfolio Opportunity Map — a prioritized view of post-close workflows where JazzX can create value (payments, rate resets, UCC continuations, modifications, payoffs, covenant testing, annual reviews, watchlist, early warning). Delivered if within the consultant’s expertise.
- Product Readiness Review — an assessment of whether JazzX’s commercial lending workflows, demos, requirements, and outputs are credible, accurate, and ready for customer-facing use.
Qualifications
Required Experience
- 10+ years of hands-on commercial lending experience at a bank, commercial lender, credit union, specialty finance company, consulting firm, or lender-facing technology company.
- Deep command of commercial loan origination and fulfillment: borrower intake, deal qualification, financial spreading, credit analysis, underwriting support, credit-memo preparation, approvals, conditions, closing, funding, and boarding.
- Strong familiarity with CRE and / or C&I lending (ideally both).
- Practical understanding of credit policy, approval authorities, risk ratings, covenants, exceptions, documentation standards, and audit / loan-review expectations.
- Able to map workflows across relationship managers, analysts, underwriters, credit officers, closers, loan operations, servicing, portfolio management, risk, compliance, and internal audit.
- Experience with commercial lending systems — LOS / CRM, document repositories, core banking or servicing systems, spreading tools, and reporting workflows.
- Excellent written and verbal communication; able to turn domain expertise into crisp documentation, examples, product guidance, and cross-functional training.
- Sound judgment about what AI can safely prepare or recommend versus what must remain human-owned.
- Comfortable working with product, engineering, UX, data, and GTM teams in a fast-moving product environment.
Strongly Preferred
- Experience across both CRE and C&I lending.
- Commercial loan servicing experience — payment administration, rate resets, modifications, renewals, payoffs, UCC continuations, borrower requests, and servicing controls.
- Portfolio management experience — covenant monitoring, annual reviews, risk-rating changes, watchlist management, early-warning indicators, borrower reporting, collateral monitoring, and exam / audit readiness.
- Background in credit administration, loan review, internal audit, or regulatory exam preparation.
- Prior involvement in commercial lending transformation, LOS implementation, workflow redesign, AI / automation, credit-policy modernization, or operating-model redesign.
- Experience supporting technology vendors, fintechs, consulting firms, or implementation teams serving commercial lenders.
- Comfortable participating in customer discovery and lighthouse scoping with senior credit, risk, operations, and technology stakeholders.
Why Join JazzX AI:
What draws people to JazzX AI is the opportunity to build something truly foundational.
We are at the beginning of a new era — one where enterprise systems will no longer be static tools, but dynamic collaborators that learn, reason, and evolve alongside the people who use them. At JazzX AI, you’ll help build a platform that redefines how work happens in the AGI era.
JazzX AI brings together vision, deep technology, and purpose. This is not about experimenting with AI features; it’s about turning the promise of AGI into practical, auditable, and human-aligned systems that enterprises can trust and rely on at scale. The work here directly impacts productivity, efficiency, and decision-making in complex, real-world environments.
If you’re motivated by building systems that matter — systems that combine intelligence with responsibility — JazzX AI offers the chance to do that work at a deeper level, with real ownership and lasting impact.
Headquartered in Los Altos, CA. Backed by SAIGroup.
Learn more about JazzX AI:
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Learn more about SAIGroup:
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Originally posted on Himalayas