Unite.AI 05月29日 01:37
Laurence Sotsky, Founder and CEO of Incentify – Interview Series
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Incentify 是一家软件平台,旨在帮助企业大规模管理和优化税收抵免和激励措施。该平台提供识别、跟踪和最大化联邦、州和地方激励措施的工具,例如与招聘、资本投资和可持续性相关的激励措施。通过与企业系统集成,Incentify 简化了合规性和报告流程,帮助企业发现未被充分利用的机会,从而产生可衡量的财务影响。文章采访了Incentify的CEO Laurence Sotsky,深入探讨了Incentify的平台功能、市场机遇以及未来愿景。

💡Incentify 平台的核心功能在于帮助企业发现、优化和管理税收抵免和激励措施(C&I)。它通过AI驱动的套件,使企业、顾问和会计师事务所能够充分实现激励组合的价值,简化了原本复杂的手动流程,转变为数据驱动的优势。

💰文章指出,每年有超过1400亿美元的联邦税收激励未被申领。Incentify 平台的目标客户主要集中在三个领域:劳动力激励(招聘或扩大劳动力)、环境激励(清洁能源和改造)以及资本支出激励(基础设施或研发)。

⚙️Incentify 通过自动化工作流程,取代了临时流程。每个项目的要求都预先加载,指定责任方,系统监控进度,并在出现合规性问题之前提醒企业。此外,Incentify 利用 AI 发现和管理激励措施,包括一个专门训练在税收激励语料库上的大型语言模型,并提供聊天功能和 AI 助手。

📈越来越多的首席财务官(CFO)将税收抵免和激励措施视为重要的战略资金来源。Incentify 旨在通过消除摩擦、最大化收益来实现这一目标,确保企业不错过任何机会,不错过任何合规性要求,充分利用公共资金。

🚀Incentify 致力于成为 C&I 经济的操作系统,构建一个连接的生态系统,简化激励措施的发现、申请、合规和报告流程。近期,Incentify 完成了 950 万美元的 A 轮融资,将用于产品创新、技术发展、销售与市场营销、数据拓展和合作伙伴关系。

Laurence Sotsky is Incentify's CEO and oversees all business and technical operations. He is a seasoned technology executive with extensive experience leading high-growth companies and driving innovation in the SaaS application sector. As an accomplished CEO, he has successfully built and managed high-performing organizations, has extensive international experience and has led three prior organizations to successful exits.

Before Incentify, Laurence was the CEO and Founder of Hopscotch, a venture-backed SaaS platform specializing in mobile application development for the sports and entertainment industry.

Incentify is a software platform that helps organizations manage and optimize their tax credits and incentives (C&I) at scale. It offers tools for identifying, tracking, and maximizing federal, state, and local incentives, including those related to hiring, capital investments, and sustainability. The platform integrates with enterprise systems to streamline compliance and reporting, aiming to uncover missed opportunities and drive measurable financial impact.

What does Incentify do, and how does your platform help businesses unlock and manage tax credits and incentives?

Incentify is the leading software platform for discovering, optimizing, and managing tax credits and incentives (C&I). Our AI-powered suite enables corporations, advisors, and accounting firms to fully realize the value of incentive portfolios—without drowning in complexity. Whether you’re identifying credits, managing compliance workflows, or scaling across hundreds of locations, Incentify turns what was once a manual, opaque process into a streamlined, data-driven advantage.

How much capital is currently going unclaimed in the tax credit and incentive (C&I) space, and why is this such a widespread issue?

According to White House estimates, more than $140 billion in federal tax incentives go unclaimed each year—never even applied for. And that’s just the beginning. When you factor in missed opportunities at the state and local levels, and incentives left on the table due to compliance breakdowns, the total climbs to multiple hundreds of billions annually. Most organizations lack the systems and expertise to navigate a constantly evolving C&I landscape.

Which industries or types of companies are best positioned to benefit from Incentify’s platform?

While virtually every business has access to some form of incentives, the largest gains typically come from three categories:

    Labor incentives, for companies hiring or expanding their workforceEnvironmental incentives, especially those focused on clean energy and retrofitsCapital expenditure incentives, for organizations investing in infrastructure or R&D

Industries like film, semiconductors, manufacturing, and logistics tend to see outsized benefits—but we’re seeing increasing relevance across professional services, healthcare, and tech as well.

What makes tax credit and incentive management particularly complex without software like Incentify? 

Incentives aren’t automatically granted—they’re earned through strict compliance. Once a credit is identified, companies must meet ongoing documentation, employment, and capital thresholds to qualify. Doing this manually is risky and resource-intensive. Incentify replaces ad hoc processes with automated workflows: each program’s requirements are preloaded, responsible parties are assigned, and the system monitors progress—alerting organizations to gaps before they become compliance failures.

How does Incentify use AI to discover and manage incentives more efficiently than traditional methods?

At the heart of Incentify is a private large language model trained specifically on the tax incentive corpus—billions of dollars' worth of programs spanning federal, state, and soon municipal levels. Our platform continuously scrapes, interprets, and updates this data in real time. Features like Chat With a Program and Leia, our embedded AI assistant, allow users to interact directly with incentive programs, receive instant guidance, and explore options conversationally.

AI also powers automatic recommendations tailored to company size, industry, and geography—replacing outdated methods with intelligent automation.

Why are corporations, especially CFOs, increasingly turning to tax credits and incentives as a source of capital?

We’re seeing a real shift in how CFOs think about tax credits and incentives. What used to be considered a nice-to-have—too complex, too cumbersome—is now being treated as a serious, strategic source of capital. Specifically, non-dilutive capital that can fund key initiatives without taking on debt or giving up equity.

At the same time, the incentive landscape has expanded dramatically, particularly in areas like clean energy, R&D, and workforce development. These programs aren’t just financial bonuses—they directly align with corporate priorities. And thanks to technology like Incentify, identifying and managing these programs is finally efficient, scalable, and transparent. This isn’t about exploiting tax loopholes—it’s about unlocking capital that was already meant to be used for growth.

What safeguards or compliance features are built into the platform to reduce risk from audits, misfilings, or clawbacks?

Our Optimize product was designed specifically to safeguard against these risks. Once an incentive is loaded into the platform, the key compliance events are mapped out, and the appropriate stakeholders are tagged. If something goes missing—like a form that isn’t filed or a requirement that isn’t met—the system automatically flags it for managers.

We’ve seen business units go from a 40% success rate on incentive compliance to 100% after adopting Incentify.  By embedding accountability into the system, we turn compliance from a liability into a competitive advantage.

Incentify recently raised a $9.5 million Series A. What are your priorities for this capital over the next year? 

This round is all about fueling the next stage of our growth across five major fronts.

    First, we’re doubling down on product innovation—especially within Incentify Explore—to make it even easier for users to find and unlock incentives. That includes deep investments in our AI infrastructure, which powers both how we curate data and how we communicate it to users.Second, we’re focused on technical velocity. In a market moving this fast, continuing to build on our engineering team is critical. Bringing in additional top-tier talent will help us accelerate delivery and continue shipping high-quality features at scale.Third, we’re putting serious weight behind sales and marketing. Our platform serves Fortune 500s, advisors, and SMBs alike, and this funding enables us to tell our story across all those segments more effectively.Fourth, data. We’ve already built what we believe is the most comprehensive commercial and industrial incentives dataset in North America—and now we’re expanding that reach globally.And finally, partnerships. We’ve been quietly developing relationships with some of the world’s largest players, and this capital allows us to support and scale those partnerships with the resources they deserve.What opportunities do you see for scaling the platform across enterprise and mid-market segments?

As our AI improves, so does scalability. Mid-market businesses don’t have teams of tax attorneys—and they shouldn’t need them to access public funding. Our platform levels the playing field by automating discovery, guiding eligibility, and simplifying compliance. On the enterprise side, we’re seeing multi-billion-dollar companies centralize their entire incentive strategy through Incentify. The goal is the same: eliminate friction, maximize capture.

What’s your long-term vision for Incentify and the role it plays in the corporate finance ecosystem? 

Our long-term vision is for Incentify to be the operating system of the C&I economy. Every company, every advisor, every government agency—collaborating, tracking, and delivering incentives through a single, connected ecosystem. We want to make incentive discovery, application, compliance, and reporting effortless and accessible—no matter the complexity, jurisdiction, or industry. Ultimately, we’re here to ensure that no opportunity is lost, no compliance is missed, and every dollar of public funding does the work it was meant to do.

Thank you for the great inteview, readers who wish to learn more should visit Incentify

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