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An LFJ Conversation with Harish Daiya

March 4, 2024

An LFJ Conversation with Harish Daiya

Harish Daiya is the Co-Founder and Chief Executive Officer of Lumenci. He is based out of Austin, Texas and oversees the company’s operation across all global offices. With over 15 years of industry experience in technical consulting in IP litigation and licensing, Harish has been a part of $2B+ in IP value creation.

Harish is also a member of the Forbes Business Council, where he regularly writes Thought Leadership pieces and shares ideas on global impact. Harish has also been a serial entrepreneur and angel investor for several successful startups. As the CEO, Harish is elemental in driving Lumenci’s vision, goals, sales, and revenue. He oversees organizational growth, business strategy, people culture, client relationships, business development, strategic partnerships, and launching new businesses.
 
Below is our LFJ Conversation with Harish Daiya:
 
Lumenci is a full-service technology consulting firm that uses domain expertise and automation to create value from technical innovations. Can you unpack that for us?
 

At Lumenci, we provide turnkey solutions to generate value from patent assets. What started as a technical consulting team has, over time, evolved into a team of like-minded experts, engineers, and deal makers who find innovative ways to commercialize the value of the patents. 

We frequently engage with deep-tech companies (and their investors) with sizeable patent portfolios that want to understand and estimate the value of their patents, which requires thoroughly examining their patent portfolio, deep diving into the invention/inventor story, and identifying assets that can generate maximum returns. This could also mean assisting the client in developing patents and selecting the best out of the lot for monetization. Our analysis and strategies to customers drive tangible value out of intangible assets, with more tech companies becoming more aware of the value of intellectual property. Our global clientele is now expanding with more requirements on the ‘how’ than the ‘what.’  

How does Lumenci help patent owners, law firms, and litigation funders during IP litigation?

Lumenci has supported AMLaw100 law firms in over 175 patent litigation matters, on both plaintiff and defense, across the US, EU, China, India, and Brazil, and has helped generate over $3B in verdicts, settlements, licensing revenues, and cost savings. Our team has successfully represented as technology consultants in high-stakes patent litigation lifecycle in creating high-quality litigation grade claim charts, drafting complaints, investigating confidential source code under the protective order, documentation review, expert reports prep, and supporting our law firm customers during deposition and trial.

Lumenci’s vast experience of supporting multiple high-stakes cases through the trial is beneficial to patent owners in not only validating the merits of a patent portfolio from a technology and valuation standpoint but also getting a turnkey solution to craft the right story, raise capital via litigation funding or insurance, engage with law firms, and get insights throughout the commercialization lifecycle. 

Our experts advise litigation funders with in-depth technology and valuation due diligence and help them identify the risks of a potential investment. Our experience with litigation funders has yielded them to mitigate high investment risks by identifying the underlying potential of patent assets, the risk of a commercialization campaign, and strategies on how to mitigate them. 

What is the role of due diligence and technical analysis in the patent litigation lifecycle?

Foundational, to sum it up in a word. 

Lumenci conducts due diligence on the company’s patent assets, highlighting relevance w.r.t technology evolution, assessing validity w.r.t section patentable subject matter, novelty and obviousness, scoping enforceability across the industry, and outlining the damages potential. This process becomes integral to the initial stages of a patent commercialization process. In addition, venue consideration is an important aspect of the diligence.  This due diligence forms the basis of building infallible evidence, which is critical in supporting a high-stakes commercialization campaign. 

How does the technical analysis process work? Are you able to analyze any technical domain?

We support high-stakes patent commercializing and litigation campaigns from day 1 through trial and specialize in technology domains like Software, Telecom/Networking, Semiconductors, and Medical Devices.  We support our law firm customers in maintaining and constantly upgrading the state of infringement or non-infringement evidence, and validity or invalidity evidence as a case progresses by analyzing source code, reverse engineering hardware, testing prior art systems, and conducting complex testing of telecom/networking devices. Lumenci is well known in the industry for “illuminating innovation”, i.e. finding key pieces of evidence which can be material in affecting the outcome of a case, on both the plaintiff and defense side.

What trends are you seeing in the patent space that is relevant to litigation funders specifically, and how does Lumenci’s service fit into those trends?

As litigation costs, especially in the US, continue to increase, the level of pre-intake diligence by the litigation funders also continues to increase. For the funders, this means having access to or relationships with technical and damages diligence teams that can provide priority and prompt support to their diligence needs is essential. The litigation funders that have these relationships ironed can out-compete their peers in terms of speed and depth of decision-making. Lumenci with its trained teams in various parts of the patent monetization and litigation cycle in over 10 countries, offers this depth and speed that is virtually unmatched at scale.

Despite the rising interest rates and dire macroeconomic conditions, the growing number of litigation cases and the emerging secondary market for litigation finance claims highlight the pertinence of litigation funding. Litigation funders are particularly interested in understanding the underlying potential of patent assets and mitigation potential before investing in a case. Additionally, operating technology companies continue to find creative ways to generate revenue and many patent assets are coming to the market which have little to no diligence done on them. Lumenci’s in-depth expertise in technical due diligence, validity assessment, damages assessment, and experience in handling high-stakes patent litigation matters are highly valued by litigation funders and insurance underwriters in making informed decisions on their investments in patent asset commercialization campaigns.

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Kris Altiere is the US Head of Marketing at Moneypenny, the leading provider of customer conversation solutions for the legal sector. With more than 20 years of experience in marketing and brand development, she is an award-winning strategist who helps law firms and legal service providers enhance client experience, strengthen reputation, and drive growth.  Kris is passionate about blending creativity with data-driven insight, ensuring attorneys and their teams benefit from smarter, more efficient ways to connect with clients while maintaining the highest standards of professionalism. Below is our LFJ Conversation with Kris: Litigation funders and firms are under pressure to respond instantly to client inquiries. From your perspective, how can they meet these expectations without overburdening staff or creating burnout? Across both funding companies and law firms, clients expect clear, informed answers almost immediately. The solution isn’t to expect internal staff to be ‘always on’, that leads to fatigue and errors. Instead, the answer lies in building an intake structure that blends smart technology and AI with flexible human support. At Moneypenny, we see huge success when firms use tools like intelligent call routing or secure live chat to capture every inquiry, triage urgency, and pass only relevant conversations to specialists. By combining in-house capability with trusted outsourced teams, organizations maintain round-the-clock responsiveness without compromising staff wellbeing. Moneypenny’s model offers outsourced communication support. What role can outsourcing play in ensuring consistent, high-quality client interactions, and how do you balance personalization with scalability? Outsourced communication support should never feel outsourced. The best providers act as a seamless extension of your team. At Moneypenny, our receptionists are trained to represent the companies brand, understand escalation paths, and client sensitivities, so every caller feels known and valued. This hybrid model means law firms and funders alike can deliver a highly personalized experience, while still having the scalability to absorb surges in demand. That balance is what protects reputation in high-stakes, time-sensitive matters. What best practices have you seen for maintaining responsiveness while also protecting the wellbeing of in-house teams—especially in high-stakes, time-sensitive legal funding matters? 
  • Define clear service levels: agree internally which inquiries require immediate attention and which can wait.
  • Use shared dashboards and call logs so tasks are visible and distributed fairly.
  • Rotate responsibilities for after-hours or urgent coverage and protect genuine downtime.
  • Partner with specialists like Moneypenny for overflow support during campaigns, press interest, or large case volumes.
  • Celebrate client praise so people see the impact of their professionalism, reframing responsiveness as value, not just pressure.
As the litigation funding market becomes more competitive, pricing alone no longer sets players apart. How important is the client journey—from first inquiry through to resolution—in shaping brand reputation? As competition intensifies, fees alone won’t win loyalty. Clients are looking for reassurance and transparency from the very first call through to resolution. Whether it’s a funder evaluating a claim or an attorney guiding a litigant, the speed, clarity, and empathy of your communications define how your brand is perceived. At Moneypenny, we’ve seen firms use exceptional communication to build loyalty, generate referrals, and justify premium pricing, because a smooth, human-led journey builds trust that competitors can’t easily replicate. Many funders struggle to align their communications, marketing, and operations. What practical steps would you recommend to ensure a seamless and empathetic experience across every touchpoint? To align marketing, communications, and operations:
  1. Map the lifecycle for funded matters and legal cases, capturing every stage from inquiry to closure.
  2. Set a consistent tone and language so outreach, intake, and case updates are aligned.
  3. Adopt shared technology (CRM, case management, call notes) to prevent siloed touchpoints.
  4. Monitor & refine: listen to sample calls, gather client feedback, and adjust scripts or processes to stay aligned with brand values.
Moneypenny partners with firms at each of these steps, ensuring consistency across touchpoints and allowing legal teams to focus on the matters that really need their expertise.  
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An LFJ Conversation with Ankita Mehta, Co-founder, Lexity.ai

By John Freund |
Ankita Mehta is the co-founder of Lexity.ai, a platform that accelerates deal execution. It enables leading litigation funds to vet 3x more opportunities and expand capacity with a plug-and-play AI-powered solution tailored to how funders operate. A seasoned entrepreneur, Ankita has built and scaled technology-driven businesses to multi-million-dollar revenues across nine countries. She brings deep expertise in bridging technology with business outcomes, with a sharp focus on adoption, measurable impact, and scaling innovation in high-stakes industries. Below is our LFJ Conversation with Ankita: While AI is increasingly common in legal practice, litigation funders have been slower to adopt it. From your vantage point, what makes funders uniquely positioned to benefit from AI right now? For funders, time is capital. Every extra week in case assessment means idle capital and lost deals.  AI inverts that dynamic, trimming assessment cycles by up to 70% and standardizing evaluation criteria. This allows investment teams to vet 3-4x more opportunities with their existing headcount, directly increasing capital deployment velocity. Unlike law firms, funders don’t bill hours - they monetize disciplined throughput and risk pricing. That’s why AI isn’t peripheral here; it’s a direct lever on ROI. In a market growing quickly and attracting more competition, speed and consistency aren’t just efficiency gains - they’re competitive advantages. Larger funds are using AI to handle more deals, while new funds can build scalable systems from day one. How do you see these two paths diverging—and what does that mean for competition and efficiency in the funding market? These two paths- larger funds integrating AI into existing operations versus new funds building AI-native systems from the outset, likely lead to a more stratified and competitive funding market, ultimately driving greater efficiency across the board. Big funds are bolting AI into legacy workflows. Gains are incremental but powerful: less manual grind, faster diligence, more disciplined portfolio monitoring. Their primary advantage lies on their established market presence, larger capital pools, and existing deal flow. AI will help them process their high volume of cases more efficiently and potentially expand their capacity without a proportional increase in headcount. New funds, by contrast, have a distinct advantage-they are now able to be AI-native from day one: lean teams, tech-driven, scalable assessment without additional overhead. Their challenge will be establishing a track record and building trust in the market, but their AI-native approach will give them a significant edge in speed and cost-efficiency. The divergence will lead to increased market share: incumbents defend market share with volume and more precise investment decisions, leveraging AI, while challengers will disrupt with velocity, lower overheads and faster decision-making cycles. What’s clear is that “manual first” funds will be squeezed from both sides, leading to consolidation in the market or decline in profitability with less technologically advanced firms. In essence, AI acts as an accelerator - faster deal cycles, sharper risk calls, healthier portfolios, pushing the whole market toward higher efficiency and eventually, increased access to justice. In your experience, which areas of deal assessment, diligence, or monitoring are already seeing measurable efficiency gains from AI integration, and which areas are still more hype than reality? In our work with litigation funders, we see a clear and effective division of labor emerging. AI is delivering transformative efficiency in the early, data-intensive stages of deal assessment and diligence, while the core strategic decisions and the art of funding remain firmly in the hands of expert funders. Where AI Is Delivering Measurable Gains Now:
  • Intake & Triage: Instantly extracting and structuring key data like parties, claims, and timelines from initial documents.
  • Diligence Support: Automating timeline creation, document clustering, and red-flag analysis in minutes, not days.
  • Portfolio Monitoring: Delivering automated docket alerts and portfolio-wide signals without consuming analyst hours.
Where Expert Judgment Remains Paramount:
  • Predicting Final Outcomes: No algorithm can accurately price in the nuance of judicial temperament, witness credibility, or complex negotiation dynamics. AI can surface the data, but the final risk assessment is a human judgment call.
  • Automating Core Legal Strategy: The core elements of persuasion and legal argument require a human touch. AI serves as a powerful tool for the strategist, not a replacement of the strategist.
In short, AI is proving invaluable for automating the routine, data-intensive tasks that precede an investment decision. This frees up funders to focus their expertise on the strategic, judgment-heavy calls where they create the most value. Lexity is not a fund, but you work directly with funders to process more opportunities consistently. Can you share a concrete example of how Lexity has improved throughput or accuracy for a fund without requiring additional headcount One fund put it simply: “95% of an investment manager’s day is reviewing cases we’ll never fund. Can Lexity solve that?” Lexity Clickflows do exactly that. In practice, analysts upload documents, and within minutes Lexity outputs structured summaries: parties, jurisdictions, claims, damages, timelines, and red flags. The impact for their team was immediate: Review times were cut by 70%, from hours to minutes. As a result, they can now vet 3-4x more cases with the same team, applying consistent criteria to every opportunity. This increased capacity significantly for the fund. Instead, their existing team could focus on the 5% of cases that truly mattered. That’s technology acting as a force multiplier. Litigation funders often ask about tangible returns before adopting new tools. What real-world ROI have you seen from funds already using Lexity’s platform, whether in terms of faster decision cycles, better risk assessment, or portfolio monitoring? The ROI from integrating AI is immediate and manifests in several key areas of the funding operation:
  • Accelerated Decision Cycles: The 'time to a yes/no' is a critical metric. We've seen funds cut this down by weeks, allowing them to pursue more opportunities and deploy capital faster.
  • Early Loss Prevention: The system automatically flags fatal flaws like expired statutes of limitation or critical missing documents during intake. This saves enormous costs in wasted diligence and external counsel fees on deals that were never viable.
  • Increased Operational Leverage: Funds can significantly increase their deal vetting capacity without a proportional increase in headcount or overhead costs.
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Elena Rey heads the firm’s Litigation Funding group and is a co-head of the European Special Situations team. Elena represents funders, private equity funds, family offices, law firms and claimants on complex cross border litigation funding, investment & special situations transactions, and is recognised by The Legal 500 as a leader in the litigation funding space. Elena is a founder of the Firm’s annual European Litigation Funding conference held in London, as well as the Litigation Funding industry working group, which was created with the aim of preparing model documentation for the litigation funding market. Elena is also a co-author of the Loan Market Association book on real estate finance. Elena is admitted to practice in England & Wales. She holds a master's degree from Harvard Law School and is fluent in French and Russian. Below is our LFJ Conversation with Elena Rey: What was the driving vision behind launching the European Litigation Funding Conference, and how does this year’s agenda reflect the most pressing issues for funders and practitioners in 2025?  At the time there was no forum in Europe for funders and those connected to the litigation funding industry to come together and share ideas. Given our relationships and experienceon both sides of the Atlantic, it felt like a natural step for Brown Rudnick to launch a European conference dedicated to this nascent but growing industry. Our conference is an opportunity to bring together leading players across the litigation funding industry from around the world to discuss trends and developments in different jurisdictions, focus on deals in this space and their origination as well as share knowledge and develop networks. As an advisor to investors, funders and claimants on all matters litigation funding related, we have reflected the issues, opportunities, trends and strategies that we see day to day in the panels. From your perspective, what are the most significant developments in litigation funding across the UK and continental Europe over the past year, and how are those shaping the conversations you expect at the conference?  In the UK,  funders have had to contend with PACCAR and the risk of that decision to historic funding agreements. However, it is anticipated that the CJC recommendations will pave the way for a fix to be enacted that will provide reassurance and certainty for users of funding as well as funders themselves,  which has been lacking and an unnecessary distraction for an industry that is still nascent. Continental Europe is discovering the benefits of funding, slowly but surely, and there is a lot of focus on countries such as Spain, Germany, Netherlands, Italy and the Nordics. There are several promising developments in jurisdictions including in Spain which is looking to introduce opt out collective redress regime for consumers that won’t be possible without funding.  We are also continuing to see strong demand for funding in the Netherlands where the regime is more established. Regulatory reform continues to be a key topic in the sector—how will the conference address differing approaches in the UK, EU, and U.S., and what takeaways do you hope attendees will gain from that dialogue? We have thought leaders from the UK, EU and US who will be sharing their insights on the regulatory developments and potential headwinds facing funders, investors, law firms and claimants who are also impacted. The industry is evolving, and our conference has been successful because attendees gain fresh insights and perspectives from their peers and users of funding as well as investors. The panel discussions cover a broad range of topics. Which are you most excited about, and why?  This is an impossible question to answer for me and it’s our fantastic panelists that make the sessions compelling and very relevant every year. Panels on Group Actions, Law Firm Funding, and European Developments address the key structures and legal issues that are central to the industry and to advancing funded cases. The Private Credit Panel is also consistently one of the most engaging, given the strong interest we are seeing from private equity and distressed debt funds, family offices, and other sources of capital. It is particularly valuable to hear how multi-strategy investment funds view the litigation funding space and how they weigh its risk and return profile against other alternative asset classes Each year we try to include a more light-hearted panel. Last year it focused on the funding of cryptocurrency cases. This year we’ve added a panel called “Trouble” — looking at what happens when a hostile action is taken by one of the parties to a funding arrangement, when a dispute arises, or when some other unusual challenge puts both the funder’s experience and the robustness of the funding documentation to the test. Several recent high-profile deals that went through restructurings have brought these issues into the spotlight, so I expect this will be a particularly engaging panel For many attendees, conferences are as much about relationships as content. What unique opportunities will this event offer for funders, lawyers, and investors to connect and potentially initiate deals? It’s rare for a conference to bring together industry leaders from around the worldconsistently,  and that is the secret of this conference’s success and what is has a strong reputation for. Funders, investors and users of funding know this and that is why they attend, so yes, I expect a lot of deals will be originated at the conference. And because we are not a commercial conference organisation, we are completely focused on the quality of our content and all of our panels are carefully curated to tackle important subjects and panelists are invited because they have something important and relevant to say on that topic. We expect that like in previous years, it will be a standing room only event. -- Click here for more information on the European Litigation Funding Conference 2025.  The event will take place on Thursday, October 9th, and panel discussions will include: 1. State of the Market and Managing Regulatory Uncertainty 2. Private Credit Investment Interest in Litigation Funding 3. Portfolio Diversification and Law Firm Funding Strategies, Risks and Returns 4. Co-funding and Secondary Syndication Strategies 5. Group Actions Landscape - Recent and Upcoming Decisions that Impact Funding 6. Developments in the European Litigation Funding Market 7. Trouble - What Happens When Things Go Wrong & Value Loss Mitigation