Monthly Archives: October 2026

Northstar Security Emerges from Stealth with $7M to Uncover Hidden Cyber Risks and Put AI Agents to Work

Backed by Wing Venture Capital, Northstar exposes toxic combinations lurking across disconnected security systems and gives AI agents the context to act

SAN FRANCISCO, Oct. 28, 2026 — Northstar Security today emerged from stealth with $7 million in seed funding led by Wing Venture Capital to address one of cybersecurity’s biggest challenges: security teams have more data and tools than ever, but still lack the connected context needed to understand risk and take action. Northstar’s agentic AI platform connects security and IT data through a real-time Security Context Graph, uncovering hidden risks and toxic combinations while enabling AI agents to investigate and help resolve them. The funding will accelerate product development, team expansion and go-to-market efforts.

Security Has a Context Problem
Enterprises have spent billions on tools to detect threats, vulnerabilities and misconfigurations, yet critical security information remains fragmented across disconnected systems. A vulnerability, unmanaged device or overprivileged identity may appear manageable in isolation. When combined, they can create dangerous exposures that put critical business systems at risk.

Uncovering these toxic combinations requires analysts to piece together information across multiple tools, investigate relationships, assess business impact and coordinate fixes. The process can take hours, leaving security teams buried in manual work.

Northstar changes that equation by creating the context foundation that makes agentic security possible. Its real-time Security Context Graph maps relationships among assets, identities, vulnerabilities, applications and business systems to give both humans and AI agents a shared understanding of the environment. With that foundation, Northstar can answer complex security questions, identify previously hidden exposures, and orchestrate autonomous remediation workflows, with human oversight where appropriate.

“Security teams are drowning in data but starving for context,” said Amer Deeba, CEO and co-founder of Northstar Security. “We’ve spent decades building better tools to find security problems, but connecting the dots and fixing them remains painfully manual. We believe the next generation of security won’t be defined by more dashboards or alerts. It will be powered by AI agents that understand the full context of an organization’s environment and can take proactive action. That’s why we built Northstar: to provide the context foundation for agentic security and move the industry from finding problems to continuously fixing them.”

Led by Wing Venture Capital, the round also included participation from MVP, Outliers and cybersecurity industry veterans Gerhard Eschelbeck, Renaud Deraison and Justin Somaini.

“The cybersecurity industry has spent billions building better ways to find problems, yet security teams are still struggling to keep up with the risks they’ve uncovered,” said Jake Flomenberg, Partner at Wing Venture Capital. “Northstar is challenging decades of conventional thinking by giving AI agents the context to understand what’s happening and the ability to do something about it. We believe it has the potential to fundamentally rewrite the security playbook.”

From Disconnected Signals to Autonomous Action
Consider a common security problem: a company laptop without endpoint protection. Identifying the device may require navigating six different tools to determine who owns it, what systems it can access and whether it poses a meaningful risk. Hours later, the analyst may have the answers, but the device remains unprotected.

With Northstar, an analyst can ask those questions in natural language and quickly see the relationships that matter. The platform can reveal, for example, that an unprotected laptop belongs to a privileged user with access to a business-critical payroll system. Northstar’s AI agents can then initiate remediation workflows to deploy endpoint protection, notify the owner or restrict risky access, with human oversight where appropriate.

Northstar also makes its Security Context Graph available to external AI agents through Model Context Protocol (MCP), enabling organizations to build their own security workflows using Claude and other AI tools. The result is a fundamental shift from investigating isolated security findings to understanding interconnected risks and taking action to resolve them.

“Security teams don’t need another dashboard generating more findings. We need to connect the data we already have, understand what matters, and turn that context into action,” said Randy Barr, CISO, Cequence Security. “Northstar lets us do exactly that, using agentic workflows to continuously identify and remediate security issues. This is where security is heading: from finding problems to continuously fixing them.”

Northstar’s platform brings together three capabilities:

  • Connected Security Context: A real-time Security Context Graph that unifies assets, identities, vulnerabilities, configurations, and business relationships across existing enterprise systems.
  • Context-Driven Risk Intelligence: AI-powered analysis that answers complex questions, exposes hidden risks and toxic combinations, and prioritizes issues based on their potential business impact.
  • Agentic Remediation: Intelligent agents and workflows that turn findings into actionable outcomes, coordinating fixes across systems and teams with appropriate human oversight.

Today, Northstar supports more than 70 integrations across enterprise security and IT systems, including AWS, Google Cloud, Microsoft Defender, Microsoft Entra, Okta, GitHub, Slack, Workday, and Zendesk.

“The next generation of security operations won’t be measured by how many alerts teams can process, but by how quickly they can proactively resolve risks,” said Gerhard Eschelbeck, former CISO of Google and an investor in Northstar Security. “Northstar is enabling that shift by giving AI agents the context to move from investigation to autonomous action.”

Northstar was founded by Amer Deeba and Ed Rowe, who first worked together at Adobe in the late 1990s. Deeba previously co-founded Normalyze, acquired by Proofpoint, and held senior leadership roles at Qualys. Rowe, Northstar’s CTO and co-founder, previously served as CTO of Farmers Business Network and Senior Vice President of Engineering at AppDynamics. The founding team combines decades of experience building enterprise software, security platforms, and large-scale data infrastructure.

Northstar is available today and organizations can request a demonstration at northstar.security/request-a-demo.

About Northstar Security
Northstar Security is building the context foundation for agentic security. Its AI-powered platform transforms fragmented security and IT data into a real-time Security Context Graph, enabling organizations to understand their security environment, uncover hidden risks and toxic combinations, and orchestrate autonomous remediation workflows. By connecting security intelligence directly to action, Northstar helps enterprises move beyond finding problems to continuously fixing them. For more information, visit northstar.security.

Media contact:
Cathy Summers
Summers PR
[email protected]
415-483-0480

SOURCE Northstar Security, Inc.

From Pitch to Pilot: Lee Kuan Yew Global Business Plan Competition Opens Search for Deep Tech Urban Solutions and Sustainability focused Founders Ready to Scale

  • Finalists compete for over S$2.5 million (US$2 million) in prizes and gain a pathway to SMU’s Urban SustaInnovator accelerator and US$10 million USI Fund

SINGAPORE, Oct. 28, 2026 — For many deep-tech start-ups tackling urban and sustainability challenges, the biggest hurdle is not developing breakthrough technologies, but finding the customers, partners and opportunities to deploy them at scale.

Addressing this challenge, the 13th Lee Kuan Yew Global Business Plan Competition (LKYGBPC) today opened applications for university founders and recent graduates seeking to turn frontier ideas into real-world impact. Organised by Singapore Management University’s Institute of Innovation & Entrepreneurship (SMU IIE), LKYGBPC is one of Asia’s most globally representative deep-tech start-up competitions, spanning 12 focus areas including climate tech, energy, food and land use, urban mobility, longevity and healthtech, and sustainable materials and circularity.

Fifty finalists will be flown to Singapore 28 September to 1 October 2027 to compete for over S$2.5 million in prizes and take part in an Innovation Festival featuring investor engagement, mentorship and connections with corporate and ecosystem partners.

Beyond the Competition: A Gateway to SMU’s Urban SustaInnovator (USI) accelerator

LKYGBPC does not end at the pitch. Selected LKYGBPC finalists can join SMU’s Urban SustaInnovator (USI) accelerator, launched in 2025, which supports start-ups through market access, pilot projects and strategic introductions across Asia. In May 2026, SMU IIE launched the USI Fund to back promising ventures as they pilot and scale.

“Founders of breakthrough technologies can create value only when they reach the people, industries and communities they are designed to serve. SMU created LKYGBPC as a platform to help founders bring their innovative ideas to life by connecting them with the partners, markets and opportunities needed to turn innovation into real-world impact. Now, through the USI programme and USI Fund, we offer a post-competition pathway to pilot, scale and raise capital throughout Asia,” said Rony Palathinkal, Head of the Lee Kuan Yew Global Business Plan Competition and Urban SustaInnovator at SMU IIE.

Opening Doors Across the Region

One of the biggest challenges for sustainability start-ups is getting access to the right partners to validate and deploy new technologies, said Chor Chee Hoe, cofounder of Qarbotech, a Malaysian agritech company that transforms agricultural waste into compounds that enhance crop productivity. A finalist in the 12th LKYGBPC, Qarbotech is also part of the inaugural cohort of the USI accelerator, which is still ongoing.

“One major thing we gained from the LKYGBPC, and the USI accelerator programme is the meetings we’ve had with family offices, which helped secure several pilot projects. Right now, we are halfway through a 12-month pilot with a large sugar cane plantation in the Philippines and we’re launching in another Southeast Asian market,” said Chor. “And through the SMU network we got connected to a distributor who is helping bring our product into Thailand and Pakistan. Those connections have been invaluable.”

Indeed, SMU is uniquely positioned to help startups make these connections with its network of Overseas Centres in Bangkok, Jakarta, Ho Chi Minh City and Shenzhen, and its International Advisory Councils in eight countries. “SMU’s expansive network of partners from industry, government and community across Asia enables us to forge connections that enable startups to cross borders and scale their innovative solutions,” says Professor Sun Sun Lim, Vice President of Partnerships and Engagement in SMU, and Lee Kong Chian Professor of Communication & Technology.

From Finalist to Pilot with Kajima

Two of the finalists from the 12th edition of LKYGBPC have secured pilot projects with The GEAR by Kajima, the innovation hub established by Japanese construction giant Kajima to advance sustainable and occupant-centric building technologies in Singapore.

Singapore-based Standard Physics (formerly Inviscid AI), founded by Qiu Ziming and Kabir Jain, combines real-time IoT sensor data with computational fluid dynamics to create digital twins that help buildings and data centres cut energy use. After LKYGBPC, Standard Physics joined Y Combinator’s Winter 2026 cohort and then SMU’s inaugural USI accelerator. The startup has since secured a pilot with Kajima, is in discussions on three further pilots, and recently raised a US$2.3 million seed round led by Square Peg Capital.

“The accelerators were very complementary. YC was good at getting us from zero to one, and then USI has been very helpful in getting us from one to 10. The USI team can make the right introductions and help you grow,” said Jain.

Cambridge, UK-based Mimicrete, founded in 2021 by Dr Liz Zijing Li, who holds a PhD in Engineering from the University of Cambridge, is developing ‘self-healing’ concrete that extends infrastructure lifespan, reduces maintenance costs and lowers carbon emissions. Through USI, it is now validating its technology at The GEAR for potential large-scale deployment in Singapore and is exploring opportunities to scale up production across the region.

“This has really accelerated our journey,” said Dr Li. “We didn’t think these kinds of collaborations and connections could happen so quickly, but the competition and accelerator created the platform for them.”  

Why Singapore, Why Now

Singapore is positioning itself as a global hub for sustainability innovation, offering start-ups a test bed to pilot and validate new technologies before scaling across Asia and beyond. This ambition is backed by the Republic’s S$37 billion Research, Innovation and Enterprise (RIE) 2030 plan, which dedicates S$10.8 billion for mission-oriented research across key pillars including urban solutions and sustainability, and a S$40 million USS Translation Fund announced in February by the Ministry of National Development (MND) and Ministry of Sustainability and the Environment (MSE) to support companies as they develop, pilot and commercialise promising urban and sustainability solutions.

Building a Global Pipeline of Innovation

Established by SMU in 2002, LKYGBPC is a biennial competition open to start-ups with at least one founder currently enrolled in a university programme or who graduated within the past five years. Its 12th edition in October 2025 attracted over 1,500 entries from founders representing 1,200 universities across 91 countries, including Stanford, Cambridge and the University of Tokyo. Finalists from the 9th to 12th editions have collectively raised over S$1 billion.

Said Shirley Wong, Entrepreneur-in-Residence at SMU IIE, Chairperson of the 13th LKYGBPC Advisory Committee, and Managing Partner of TNF Ventures: “As Asia continues to urbanise, the region presents both complex challenges and significant opportunities for innovation. LKYGBPC brings together founders worldwide and connects them with Singapore’s ecosystem of industry, investors and institutions to accelerate solutions with regional and global impact.”

Applications are open at https://iie.smu.edu.sg/lkygbpc and close on 31 March 2027.

About LKYGBPC

The Lee Kuan Yew Global Business Plan Competition (LKYGBPC), organised by Singapore Management University’s (SMU) Institute of Innovation and Entrepreneurship (IIE), is a global competition for deep tech startups tackling urban solutions and sustainability challenges. Named after Singapore’s founding Prime Minister, the biennial competition is open to founders enrolled in university or within five years of graduation. Its 12th edition drew more than 1,500 entries from over 1,200 universities across 91 countries, while finalists from the last four editions have collectively raised more than S$1 billion in funding. For more information, visit https://iie.smu.edu.sg/lkygbpc

About SMU IIE 

The Singapore Management University’s Institute of Innovation and Entrepreneurship (IIE) empowers aspiring entrepreneurs and innovators to create positive change. It offers tailored training programmes, an equity-free incubator, and a vibrant community that connects innovators through events and networking opportunities, including the renowned Lee Kuan Yew Global Business Plan Competition (LKYGBPC). For more information visit https://iie.smu.edu.sg

About SMU

Established in 2000, Singapore Management University (SMU) is renowned for its world-class research and innovative teaching. SMU’s mission is to generate impactful research and cultivate creative, entrepreneurial leaders for the knowledge-based economy. Collaborating with global researchers, businesses, and public sector partners, SMU drives innovation with global relevance. For more information: www.smu.edu.sg

SOURCE Singapore Management University

Fortune Unveils the 2026 – 2027 Fortune Cyber 60

4th annual list, recognizes 60 leading cybersecurity startups across three stages of growth

24 newcomers on the Fortune Cyber 60

Prestige list produced with Lightspeed Venture Partners and AWS

NEW YORK, Oct. 28, 2026 — Fortune today announced the 2026-2027 Fortune Cyber 60, its annual list recognizing 60 of the most important venture-backed startups shaping the future of cybersecurity.

Produced in partnership with Fortune editors, Lightspeed Venture Partners, and AWS, the Cyber 60 spotlights companies developing innovative technologies to help businesses confront an increasingly complex range of digital threats.

The 60 companies are presented as an unranked list across three stages of development:

  • Early
  • Early Growth
  • Growth

This year’s list includes 24 newcomers including 16 Early stage companies such as Artemis Security, Corma, Frontier Security, and Oz Security, among others.

Lightspeed conducted much of the research for the 2026 list in close collaboration with Fortune editors. The selection process considered companies across the cybersecurity startup ecosystem, examining factors including business growth, product innovation, market impact, and the evolving needs of enterprise security leaders.

“In the past 12 months, the threat of AI-powered cyber-attacks has gone from being a potential risk to a dangerous reality for businesses,” Alexei Oreskovic, Fortune Tech Editor and West Coast Bureau Chief. “Fortune’s Cyber 60 list shines a light on the startups developing the most innovative technologies to counter the threat and keep enterprises secure in this new era.”

“We’re thrilled to partner with Fortune for the 4th consecutive year to recognize the companies shaping the future of cybersecurity,” said Guru Chahal, Partner, Lightspeed Venture Partners. “This year’s Fortune Cyber 60 arrives at a pivotal moment for the industry, as AI transforms both the threats organizations face and the tools, they use to defend themselves. Our latest survey of CISOs underscores just how profound this shift has become: 75% have experienced or suspect an AI-related security incident, while 88% expect their security budgets to increase.”

Chahal added, “What excites us most is the generation of founders rising to meet this challenge—not simply incorporating AI into existing products, but fundamentally reimagining what cybersecurity can look like. The Fortune Cyber 60 celebrates the companies leading that transformation.”

Cyber 60 Honorees, Industry discussion at the New York Stock Exchange with Fortune editor

To celebrate the companies named to the 2026 Fortune Cyber 60, Lightspeed and AWS Startups will host an invitation-only event at the New York Stock Exchange this morning, bringing together cybersecurity founders, investors, executives, and industry leaders, and representatives of several companies on the Cyber 60.

The event at NYSE will include Cyber 60 honorees, Lightspeed partners, and the AWS Startups team, followed by a behind-the-scenes visit to the NYSE trading floor during the opening bell ceremony. Allie Garfinkle, senior writer and Term Sheet editor at Fortune, will moderate panel discussions featuring select Cyber 60 honorees and special guests.

The complete 2026 Fortune Cyber 60 and accompanying editorial coverage is available here. 

About the Cyber 60

The Fortune Cyber 60 identifies significant venture-backed cybersecurity startups that have not completed an IPO, acquisition, or other major exit. Companies are grouped by stage rather than ranked, reflecting the distinct opportunities and challenges facing businesses at different points in their development.

About Fortune

Fortune is the premier global media company for global business leaders, built on a 96-year-old legacy of trusted, award-winning journalism. Independently owned, Fortune tells the story of business, spanning legacy companies to the world’s new generation of innovators. Fortune measures corporate performance through rigorous benchmarks, and holds companies accountable, in regions around the world. Its iconic rankings include Fortune 500, Fortune Global 500, Most Powerful Women, and World’s Most Admired Companies. Fortune builds world-class communities by convening industry thought leaders for exclusive summits and conferences, including the Fortune Global Forum, Fortune Brainstorm Tech, and Fortune Most Powerful Women. For more information, visit fortune.com. 

Media Contact

Patrick Reilly
SVP, Global Communications
Fortune Media
[email protected]

SOURCE Fortune Media (USA) Corporation

Regal Healthcare Named to Inc.’s 2026 Founder-Friendly Investors List for Fifth Consecutive Year

NEW YORK, Oct. 28, 2026 — Regal Healthcare Capital Partners (“Regal”) has been named to Inc.’s 2026 Founder-Friendly Investors list, which recognizes private equity firms, venture capital firms, and lenders with demonstrated track records of supporting founder-led companies. This year’s list recognizes Regal among 294 firms across the investment landscape. This is the fifth consecutive year Regal has been named to the list.*

The Founder-Friendly Investors list celebrates the investors and firms that work closely with entrepreneurs and remain engaged with the businesses they back. Honorees are recognized for their approach to partnering with founders and supporting their companies through growth and beyond.

“With the current funding environment and rapid changes facing growing companies, founders are looking for more than just capital from their investors. They want true partners who believe in their business, but who are also able to provide the critical advisement and strategic support they need to reach their potential,” said Bonny Ghosh, editorial director at Inc. “The 2026 Founder-Friendly Investor awards celebrate those firms – the ones committed to partnership, excellence, and helping founder-led companies grow.”

Since its founding in 2018, Regal has partnered with the founders of 15 healthcare services businesses. Regal is a partner of choice for founders due to the breadth of experience of its team, which includes founders who have navigated the process of choosing an operating and financial partner, operators who have executed high-growth strategies delivering clinical excellence, and financiers who have helped these companies optimally capitalize for expansion. The Regal team includes physicians, healthcare services experts, entrepreneurs, and operators.

Prior to co-founding Regal, Dr. David Kim, an emergency room physician and serial healthcare entrepreneur, navigated the process of choosing and successfully working with private equity partners multiple times. This track record and experience give Regal an unmatched ability to work seamlessly with founders.

“I’ve built healthcare businesses, so I know what founders are up against,” said Dr. Kim. “That’s how we built Regal, and we’re proud to be recognized by Inc. for a fifth straight year.” “Our core focus is to bring operating and financial experience to our partner founders and help them get past whatever is in the way of growth,” added Regal co-founder Jon Santemma.

To compile the Founder-Friendly Investors list, Inc. went straight to the source: entrepreneurs who have sold to private equity and venture capital firms. Founders completed questionnaires about their experiences partnering with private equity, venture capital, and debt firms and shared data on how their companies have performed during these partnerships. The resulting list highlights investors that founders identified as strong partners throughout the investment process.

For more information or to view the complete list of honorees, visit https://www.inc.com/founder-friendly-investors.

About Regal
Regal is a New York-based control growth equity and buyout firm that partners with leading healthcare entrepreneurs and supports them with strategic, financial, operational, and managerial expertise, as well as equity capital, to enable their businesses to reach their full potential. Regal typically seeks to partner with companies with $20-100 million of annual revenue and $2-15 million of annual EBITDA. For more information, visit www.regalhcp.com.

About Inc.
Inc. is the leading media brand and playbook for the entrepreneurs and business leaders shaping our future. Through its journalism, Inc. aims to inform, educate, and elevate the profile of its community: the risk-takers, the innovators, and the ultra-driven go-getters who are creating the future of business. Inc. is published by Mansueto Ventures LLC, along with fellow leading business publication Fast Company. For more information, visit www.inc.com.

Disclaimer
*Inc. Magazine announced the “2026 Founder-Friendly Investors” list in October 2026. Regal was also named to the list in 2022, 2023, 2024, and 2025. Private equity and venture capital firms that have exited U.S.-based, founder-led portfolio companies are eligible to apply. For firms to qualify, portfolio company founders must have remained actively involved in their business for at least one year post-investment. Inc. Magazine selected the honorees by assessing each applicant’s responses to the nomination form and the questionnaires completed by founder references, in relation to the year 2026. Regal is not aware of the number of advisers also surveyed for the award. Like all entrants, Regal paid a fee to be considered for this award. Reference to an award is only one piece of information relevant to an evaluation of an investment adviser such as Regal. This award represents information as of a specific date and time and may not reflect important information related to an evaluation of Regal which has occurred prior to, or subsequent to, the announcement of the award. As such, this award is not indicative of Regal’s future performance and does not reflect the experience of, or any rating by, Regal’s investors and generally does not relate to investment advisory services to clients.

This communication is for informational purposes only and is not an offer or solicitation with respect to the purchase or sale of any security or of any fund or account that Regal manages or offers.

Contact Info:

Regal Investor Relations
212-393-4790
[email protected]

SOURCE Regal Healthcare Capital Partners

TempusDirect Announces Strategic Investment from Aldrich Capital Partners to Accelerate Growth and Innovation in Claims Cost Containment

MCLEAN, Va., Oct. 28, 2026 — TempusDirect, a technology-enabled provider of third-party claims cost containment solutions serving the property and casualty (“P&C”) insurance industry, today announced a strategic investment from Aldrich Capital Partners (“ACP”), a private equity firm focused on investing in technology-driven business services companies with strong leadership teams and significant growth potential.

The investment will support TempusDirect’s next phase of growth as the Company continues to scale its technology platform, expand its market presence, and enhance its service capabilities. TempusDirect plans to invest in product development, client services, and business development, while advancing automation and technology-driven efficiencies across its suite of solutions. These initiatives will further strengthen the Company’s ability to deliver faster, drive meaningful cost savings, and offer exceptional service to its insurance carrier partners.

“We founded TempusDirect ten years ago believing there was a better way to help insurance carriers manage the complexity and rising costs of third-party claims. Our success has been built on delivering measurable value to our clients, developing innovative solutions, and assembling an exceptional team. Our partnership with Aldrich marks an exciting next chapter, providing the resources and strategic support to accelerate innovation, expand our capabilities, and deliver even greater value to our carrier partners,” said Greg Gaughan, Chief Executive Officer and Co-Founder of TempusDirect.

TempusDirect offers a comprehensive suite of three complementary solutions designed to address critical cost containment needs across the third-party claims lifecycle. Its bill validation and benchmarking solution leverages proprietary claims data to evaluate medical charges and establish defensible benchmarks for attorney-represented claims. Its direct provider negotiation solution facilitates the resolution of medical bills for unrepresented claimants through direct engagement with healthcare providers. Additionally, its demand package review solution provides carriers with a data-driven assessment of medical expenses presented in attorney-represented claims at the demand stage. Together, these integrated capabilities enable insurers to make more informed claims decisions, manage growing claims costs, and accelerate resolution while maintaining consistency and efficiency throughout the claims process.

“Operational excellence and responsive service have been at the core of TempusDirect from day one. As carrier demand for our solutions continues to grow, this investment allows us to expand our capacity, continue innovating across our platform, and keep delivering the speed and accuracy our partners rely on,” said Josh Dickerson, Chief Operating Officer and Co-Founder of TempusDirect.

“We’re excited to back Greg, Josh, and the talented team they’ve built at TempusDirect,” said Raz Zia, Managing Partner at Aldrich Capital Partners. “We are active investors in industry specific business services companies and TempusDirect’s tech-enabled solution for the insurance market really stood out. Customers and industry experts consistently pointed to the clear, demonstrable return TempusDirect delivers. We see a significant opportunity to build on that foundation by expanding the platform’s capabilities, having the ACP AI team deploy more advanced capabilities for clients and serving an even broader set of customers in the years ahead.”

About TempusDirect

TempusDirect is a technology-enabled provider of third-party claims cost containment solutions serving the U.S. property and casualty insurance industry. Powered by a proprietary database of historical claims data across multiple insurance carriers, the Company helps insurers validate and benchmark medical bills, negotiate provider settlements, and evaluate demand packages to reduce claims costs and improve resolution efficiency. Founded in 2016, TempusDirect is headquartered in Tempe, Arizona. For more information, visit www.tempusdirect.com.

About Aldrich Capital Partners

Aldrich Capital Partners is a private equity firm that partners with technology-driven businesses led by exceptional management teams. The firm combines growth capital with strategic and operational support to help companies accelerate innovation, scale their operations, and realize their long-term growth potential. For more information, visit www.aldrichcap.com.

SOURCE Aldrich Capital Partners

Jacobi lanceert het Investment Management Harness, een geregeld traject van AI-prototype naar productie.

LONDEN, 28 oktober 2026 — Jacobi Strategies heeft vandaag de lancering aangekondigd van het Jacobi Investment Management Harness (het “Harness”), waarmee institutionele beleggingsteams een geregeld traject krijgen van een eigen AI-prototype naar een productieworkflow.

Dankzij AI is de tijd die nodig is om een prototype van een nieuw investeringsidee te ontwikkelen, teruggebracht van maanden naar dagen. Wat echter niet gelijke tred heeft gehouden, is het traject naar productie. Modellen worden nog steeds in spreadsheets uitgevoerd en AI-prototypes staan nog steeds op persoonlijke laptops. Wanneer een raad van bestuur, auditor of toezichthouder vraagt welke versie in gebruik is, welke gegevens worden gebruikt en wie de goedkeuring heeft gegeven, kunnen de meeste investeringstechnologieën daar geen antwoord op geven. Het idee is niet langer de beperking. Maar de infrastructuur die het draagt.

Het Jacobi Investment Management Harness is de verbindende schakel die de beleggingslogica van een bedrijf over het gehele Jacobi-platform schaalbaar maakt, waardoor het intellectuele eigendom niet in de prototypefase blijft, maar de basis vormt voor portfolioresultaten. Het bundelt de resultaten die Jacobi al meer dan tien jaar levert, nu versneld door AI, in vier lagen op één klantspecifiek entiteitsdatamodel:

  • Foundation Multi-Asset Platform: portfolioconstructie, risicoanalyse, rapportage en geïntegreerde AI-agenten, gestructureerd rond de eigen processen van elk bedrijf.
  • AI Workbench: een beheerde ontwikkelomgeving die is verbonden met live portefeuillegegevens en productie-infrastructuur.
  • Productie-infrastructuur: private implementaties, API-governance en volledige audit trails, waardoor workflows naar productie kunnen worden verplaatst met deterministische, auditklare resultaten.
  • Forward Deployed Engineering: technische investeringsexperts die samenwerken met investeringsteams, bouwen op de AI Workbench, implementeren in productie en een systeem teruggeven dat eigendom is van de klant en dat deze zelfstandig beheert en exploiteert.

Tony Mackenzie, medeoprichter en CEO van Jacobi Strategies, zei:

“De afstand tussen een briljant investeringsidee en een live klantenportefeuille wordt vaak gemeten in maanden van technische schulden, governancehindernissen en infrastructuurcomplexiteit. Bij Jacobi helpen we bedrijven die kloof te overbruggen door eigen beleggingsinzichten om te zetten in schaalbare, auditklare oplossingen die meetbare waarde creëren voor klanten.”

Over Jacobi

Jacobi is een wereldwijde aanbieder van investeringstechnologie voor beleggingsteams in meerdere activa, van de kernactiviteiten rondom portfolio-opbouw en klantbetrokkenheid tot AI-productie-infrastructuur, AI Workbench en Forward Deployed Engineering.

Het open architectuurplatform biedt bedrijven veilige, private implementaties die ze kunnen uitbreiden met hun eigen code, modellen, data, analyses en applicaties, waardoor beleggingsteams volledig eigenaar blijven van hun intellectuele eigendom.

Jacobi is opgericht in 2014 en levert zijn technologie aan vooraanstaande beleggingsorganisaties op de hele wereld, waaronder enkele van ‘s werelds grootste activa- en vermogensbeheerders, pensioenfondsen, vermogensbezitters en beleggingsadviseurs. Bezoek www.jacobistrategies.com.

Jacobi launches the Investment Management Harness, a governed path from AI prototype to production

LONDON, Oct. 28, 2026 — Jacobi Strategies today announced the launch of the Jacobi Investment Management Harness (the “Harness”), giving institutional investment teams a governed route from proprietary AI prototype to production workflow.

AI has cut the time it takes to prototype a new investment idea from months to days. What has not kept pace is the path to production. Models still run in spreadsheets, and AI prototypes still sit on personal laptops. When a board, auditor or regulator asks which version is live, what data it used and who approved it, most investment technology stacks cannot answer. The idea is no longer the constraint. The infrastructure that carries it is.

The Jacobi Investment Management Harness is the connective tissue that scales a firm’s investment logic across the Jacobi platform, so its intellectual property does not stay in prototype but powers portfolio outcomes. It packages what Jacobi has delivered for over a decade, accelerated now by AI, into four layers on one client-specific entity data model:

  • Foundation Multi-Asset Platform: portfolio construction, risk analytics, reporting and embedded AI agents, structured around each firm’s own processes.
  • AI Workbench: a governed development environment connected to live portfolio data and production infrastructure.
  • Production Infrastructure: private deployments, API governance and full audit trails, moving workflows to production with deterministic, audit-ready results.
  • Forward Deployed Engineering: technical investment experts who partner with investment teams, build on the AI Workbench, deploy to production, and hand back a system the client owns and operates independently.

Tony Mackenzie, Co-Founder and CEO, Jacobi Strategies, said:

“The distance between a brilliant investment idea and a live client portfolio is often measured in months of technical debt, governance hurdles and infrastructure complexity. At Jacobi, we help firms bridge that gap, turning proprietary investment thinking into scalable, audit-ready solutions that create measurable value for clients.”

About Jacobi

Jacobi is a global investment technology provider for multi-asset investment teams, from core portfolio construction and client engagement to AI Production Infrastructure, AI Workbench and Forward Deployed Engineering.

Its open architecture platform provides firms with secure, private deployments that they can extend with their own code, models, data, analytics and applications, giving investment teams full ownership of their intellectual property.

Founded in 2014, Jacobi provides its technology to top-tier investors across the globe, including some of the world’s leading asset and wealth managers, pension funds, asset owners and investment consultants. Visit www.jacobistrategies.com.

Jacobi bringt den Investment Management Harness auf den Markt, einen geregelten Weg vom KI-Prototyp zur Produktion

LONDON, 28. Oktober 2026 — Jacobi Strategies gab heute die Einführung des Jacobi Investment Management Harness (das “Harness”) bekannt, das institutionellen Investmentteams einen geregelten Weg vom proprietären KI-Prototyp zum Produktionsworkflow bietet.

Durch künstliche Intelligenz konnte die Entwicklungszeit für neue Investitionsideen von Monaten auf Tage verkürzt werden. Was nicht Schritt gehalten hat, ist der Weg zur Produktion. Modelle laufen immer noch in Tabellenkalkulationen, und KI-Prototypen befinden sich immer noch auf persönlichen Laptops. Wenn ein Vorstand, ein Wirtschaftsprüfer oder eine Aufsichtsbehörde fragt, welche Version aktiv ist, welche Daten verwendet wurden und wer sie genehmigt hat, können die meisten Investment-Technologie-Stacks diese Frage nicht beantworten. Die Idee ist nicht länger die Einschränkung. Die Infrastruktur, die sie trägt, ist folgende:

Der Jacobi Investment Management Harness ist das Bindeglied, das die Investitionslogik eines Unternehmens auf der gesamten Jacobi-Plattform skaliert, sodass sein geistiges Eigentum nicht im Prototypenstadium verbleibt, sondern Portfolioergebnisse ermöglicht. Es bündelt das, was Jacobi seit über einem Jahrzehnt leistet, nun durch KI beschleunigt, in vier Schichten auf einem kundenspezifischen Entitätsdatenmodell:

  • Foundation Multi-Asset Platform: Portfolioaufbau, Risikoanalyse, Reporting und integrierte KI-Agenten, strukturiert um die jeweiligen Prozesse der einzelnen Unternehmen.
  • KI-Workbench: Eine kontrollierte Entwicklungsumgebung, die mit Live-Portfoliodaten und der Produktionsinfrastruktur verbunden ist.
  • Produktionsinfrastruktur: Private Deployments, API-Governance und vollständige Audit-Trails, Workflows in die Produktion überführen mit deterministischen, auditfähigen Ergebnissen.
  • Vorwärts bereitgestellte Technik: Technische Investmentexperten, die mit Investmentteams zusammenarbeiten, auf der KI-Workbench aufbauen, diese in der Produktion einsetzen und dem Kunden ein System zurückgeben, das er selbstständig besitzt und betreibt.

Tony Mackenzie, Mitbegründer und CEO von Jacobi Strategies, sagte:

„Der Weg von einer genialen Investitionsidee zu einem realen Kundenportfolio wird oft in Monaten technischer Schulden, Governance-Hürden und Infrastrukturkomplexität gemessen. Bei Jacobi helfen wir Unternehmen, diese Lücke zu schließen, indem wir unser firmeneigenes Anlagekonzept in skalierbare, revisionssichere Lösungen umsetzen, die messbaren Mehrwert für unsere Kunden schaffen.”

Über Jacobi

Jacobi ist ein globaler Anbieter von Investmenttechnologie für Multi-Asset-Investmentteams, von der Kernportfoliokonstruktion und Kundenbetreuung bis hin zu KI-Produktionsinfrastruktur, KI-Workbench und Forward Deployed Engineering.

Die Plattform mit offener Architektur bietet Unternehmen sichere, private Bereitstellungen, die sie mit eigenem Code, Modellen, Daten, Analysen und Anwendungen erweitern können, wodurch Investmentteams die volle Kontrolle über ihr geistiges Eigentum erhalten.

Jacobi wurde 2014 gegründet und bietet seine Technologie Top-Investoren weltweit an, darunter einige der weltweit führenden Vermögensverwalter, Pensionsfonds, Vermögensinhaber und Anlageberater. Besuchen Sie www.jacobistrategies.com.

Jacobi lance Investment Management Harness, un processus encadré permettant de passer du prototype d’IA à la production.

LONDRES, 28 octobre 2026 /PRNewswire/ — Jacobi Strategies a annoncé aujourd’hui le lancement de Jacobi Investment Management Harness (le « Harness »), offrant aux équipes d’investissement institutionnelles une voie réglementée depuis le prototype d’IA propriétaire jusqu’au flux de travail de production.

L’IA a permis de réduire de plusieurs mois à quelques jours le temps nécessaire pour élaborer un prototype d’une nouvelle idée d’investissement. Ce qui n’a pas suivi le même rythme, c’est le processus de production. Les modèles fonctionnent encore sur des tableurs, et les prototypes d’IA restent installés sur des ordinateurs portables personnels. Lorsqu’un conseil d’administration, un auditeur ou un organisme de réglementation demande quelle version est en ligne, quelles données elle a utilisées et qui l’a approuvée, la plupart des plateformes technologiques d’investissement sont incapables de répondre. L’idée n’est plus la contrainte. L’infrastructure qui la transporte l’est.

Le Jacobi Investment Management Harness est le tissu conjonctif qui permet d’étendre la logique d’investissement d’une entreprise sur la plateforme Jacobi, afin que sa propriété intellectuelle ne reste pas à l’état de prototype mais alimente les résultats du portefeuille. Elle regroupe ce que Jacobi propose depuis plus d’une décennie, désormais accéléré par l’IA, en quatre couches sur un modèle de données d’entités spécifique au client :

  • Plateforme multi-actifs de la fondation : Construction de portefeuille, analyse des risques, reporting et agents d’IA intégrés, structurés autour des processus propres à chaque entreprise.
  • Atelier d’IA : un environnement de développement gouverné, connecté aux données de portefeuille en temps réel et à l’infrastructure de production.
  • Infrastructure de production : Déploiements privés, gouvernance des API et pistes d’audit complètes, migration des flux de travail en production avec des résultats déterministes et prêts pour l’audit.
  • Ingénierie de terrain : Des experts techniques en investissement qui collaborent avec les équipes d’investissement, développent des solutions sur la plateforme d’IA, les déploient en production et restituent au client un système dont il est propriétaire et qu’il exploite de manière indépendante.

Tony Mackenzie, cofondateur et PDG de Jacobi Strategies, a déclaré :

« La distance entre une idée d’investissement brillante et un portefeuille client opérationnel se mesure souvent en mois de dette technique, d’obstacles de gouvernance et de complexité d’infrastructure. Chez Jacobi, nous aidons les entreprises à combler cet écart, en transformant leur réflexion exclusive en matière d’investissement en solutions évolutives et prêtes à être auditées, qui créent une valeur mesurable pour leurs clients.

À propos de Jacobi

Jacobi est un fournisseur mondial de technologies d’investissement pour les équipes d’investissement multi-actifs, allant de la construction de portefeuilles de base et de l’engagement client à l’infrastructure de production d’IA, à l’atelier d’IA et à l’ingénierie déployée en amont.

Sa plateforme à architecture ouverte offre aux entreprises des déploiements sécurisés et privés qu’elles peuvent étendre avec leur propre code, leurs modèles, leurs données, leurs analyses et leurs applications, donnant ainsi aux équipes d’investissement la pleine propriété de leur propriété intellectuelle.

Fondée en 2014, Jacobi fournit sa technologie à des investisseurs de premier plan dans le monde entier, notamment à certains des plus grands gestionnaires d’actifs et de patrimoine, fonds de pension, propriétaires d’actifs et consultants en investissement au monde. Visitez www.jacobistrategies.com.