Column: When to Accept Startup Equity — and Why

Elizabeth Melton
Liz is a problem solver who takes great pleasure in finding new ways to drive business value. Her background in consulting, product management and strategy has helped her cultivate relationships with partners including Target, Madison Reed, Nestle, Experian and Databricks.
Column: When to Accept Startup Equity — and Why

You've been eyeing a new startup for a while now. It seems like they're doing well一they just received a new funding round and are growing like crazy. So you take a chance and apply to one of their positions. Before you know it, you're in the final round of the application process.

Now comes the inevitable discussion about compensation. The hiring manager explains that you can choose between more cash and less equity, or vice versa. What do you do?


If you've worked at a startup before, you are familiar with this tricky situation.

If the startup keeps knocking it out of the park, you're bound to feel some of that upside in your wallet at some point. That said, the fact that only 10% of startups become successful makes the odds seem pretty grim. Can your team make it to an exit point?

With the startup market in Los Angeles booming, we decided to delve into the topic of startup equity. Read on to understand what startup equity is, how to think about the tradeoff between cash and equity, and why startups give their equity away (or not).

What Does Startup Equity Actually Mean?

Having equity means you have a financial stake in a startup. Typically, equity is used to incentivize employees to work towards a common goal, whether that be becoming the next unicorn or being acquired by a major enterprise. CEOs have good reason to offer equity. Hourful CEO and founder Walter Aguilera puts it this way:

"It's important to approach the process of building a company with a team mindset. Knowing there's equity involved helps everyone push through practically working for free at the early stage of a business."

That sounds all well and good, but it means you're putting a good deal of faith in your company's leadership team and coworkers to make the business successful. It's important to remember that equity gets diluted based on the company's performance and valuations that might not have anything to do with how well you, as an individual, perform.

Plus, you don't exactly have that hypothetical money at your fingertips. There are stipulations tied to how much stock you get, how long you have to stick around to realize your full equity package, and how you can exercise your options in the future.

What Should You Consider Before Accepting?

If you're considering roles at startups, expect to get varying levels of equity as part of your offer. Think hard about your level of risk tolerance as you prepare to negotiate 一 and maybe accept 一 the offer,.

L.A.-based NextStep Careers founder and CEO Emily Taylor suggests that job seekers ask one simple question when considering equity:

"Would you invest your own money in this company? Because that is essentially what you are doing," she says.

To answer that question, you may want to step back and do an objective assessment of the company. Here are a few questions to get you started:

  • Is the startup bootstrapped, or have they successfully raised funding? If the startup received funding, who backed them, and how reputable are they?
  • What stage is the startup at? What is their plan to make it to the next stage?
  • What is the size of the market this startup operates in?
  • Who are the startup's biggest customers?
  • Who are the startup's biggest competitors and do you think the company can build and maintain a moat?
  • What's the startup's estimated cash flow?
  • How much do I resonate with the founder's vision and mission?

You may not be able to find all this information, but you can get scrappy about it. Find and reach out to people who currently work there or worked there in the past to validate what you've found and get more insight. Look up the company on AngelList, Crunchbase, and review sites like Glassdoor. Read the startup's most recent press releases and announcements to find out what product features are coming down the pike and any notable new hires they've made. These could be fantastic clues as to how profitable the company might become over time.

How Much Equity Should You Expect?

Equity packages come in all shapes and sizes, but how much you get depends heavily on what stage your startup is at. Usually, 10% - 20% of total shares go towards the employee equity pool. This means that at very small startups (pre-seed to seed), you may be compensated only in equity. While that's not nice for your wallet now, it can be a fantastic time to get in, since shares will only continue to get diluted with more and more fundraising rounds.

"We gave equity to our first employees because, in my view, early-stage employees are critical to what you're building," says Val Young, former co-founder and co-CEO of apparel company RecRoom. "They ought to have both skin in the game and the opportunity to reap the rewards if things go well."

If you're joining a later-stage startup, on the other hand, you will probably be offered a mixture of equity and cash. Initial shares will have already been absorbed by current employees and investors.

"Many companies will be open to trading off between salary and equity and this can be an excellent negotiation tactic," Nextstep's Taylor writes. "That said, doing so depends on their cash flow - they might be flush after a venture round or are pinching pennies until the next fundraise. So if you are leaving a role with greater cash compensation, it's a good idea to set a total amount of salary + bonus + equity to keep you whole."

Another thing to keep in mind is that the amount of equity you get can hinge on your role. Many companies tend to give employees focused on technology more equity than those with business-oriented roles. According to TechCrunch, a senior engineer might be granted 1% of the company, whereas an experienced business development employee is given a .35% share.

As you might expect, job title plays a role as well. VPs and above are likely to get a much larger stake in the company than more junior employees. Browse AngelList's salary and equity data to see what might be reasonable in your startup's category and your career level.

Understanding Your Equity Offer

Not all equity packages are created equal, so it's important to educate yourself on the ways equity can differ from company to company.

One thing to bear in mind is that startups often denote equity in terms of shares in an offer letter. 50,000 shares can sound like an awful lot, but that may only be 0.05% of the total company shares. A quick way to level-set on how much you're really getting is to ask how many shares are outstanding. The number of shares you're offered, divided by the total number of shares will give you the percent of the company you own.

Another thing to examine in your offer letter is your vesting schedule. It's fairly common to have a 4-year vesting schedule at startups, meaning you gain 25% of the total shares you're given with each year you stay on with the company.

Of course, you won't actually receive your equity in dollars until an exit event. If your startup exits with a huge valuation, your equity could be worth a lot. But, if your startup never goes public and never sells, you may only get paid out what's left of the company's revenue according to your contract.

Finally, pay attention to what happens to your equity when you leave. Sometimes employers have a clause stripping away your equity, even if you've put in a full year. This practice, called a "one-year cliff," acts as a form of insurance so the startup doesn't relinquish precious equity to people who aren't fully dedicated for the long haul.

Should You Take It?

Working at startups isn't a walk in the park. Oftentimes you're doing multiple jobs at once for lower pay. Equity offers can be overwhelming, but all of your sleuthing and pre-research should bolster your confidence in the company's potential—what really matters most.

VoyageLA Founder and CEO, Mayank Bhandari, advises that the decision on whether to accept equity should be part and parcel of your decision to work at a startup.

"You should only work for a startup if you really believe in the mission and team. But if you do, then taking equity is a no-brainer," he says.

Are you in the midst of making a final decision? Let us know how it went!

https://www.linkedin.com/in/elizabethmelton1/
Inside Tinder’s Biggest Product Shift in Years

🔦 Spotlight

Hello Los Angeles,

Despite headlines about swipe fatigue and dating app burnout, Tinder believes the problem isn’t that people are tired of dating. They’re tired of bad dating experiences.

So it felt fitting that Tinder chose the El Rey Theatre in Los Angeles, a venue known for reinvention, to make its case that the category is far from over.

Walking into the El Rey, it was clear Tinder wanted this to feel less like a tech launch and more like a cultural moment. Music was bumping, the room buzzed with chatter and excited energy, red light beams cut through the room, and chandeliers glowed overhead.

At Tinder Sparks 2026: Start Something New, Match Group and Tinder CEO Spencer Rascoff took the stage to outline what the company calls the biggest evolution of the app in years. Tinder remains the largest dating app in the world, used by tens of millions of people across more than 185 countries and responsible for billions of matches every year.

Match Group and Tinder CEO Spencer Rascoff

Rascoff framed the shift around a broader cultural reality. In a world where people increasingly interact with machines, technology and AI, the need for real human connection has not gone away. If anything, Tinder believes it has only grown stronger.

To respond to that shift, Tinder says it’s focusing on what it calls “sparks,” the moments when a match actually turns into a real conversation.

As Rascoff put it on stage:

“We are not optimizing for swipes or likes. We are optimizing for sparks.”

That philosophy is shaping a wave of new features discussed throughout the keynote by Tinder’s leadership team, including Mark Kantor, SVP and Head of Product, Yoel Roth, SVP of Trust & Safety, and product leaders Claire Watanabe and Hillary Paine.

Image Source: Tinder

Among the updates are Music Mode, which lets users connect through shared songs and artists, and a new Astrology Mode that highlights compatibility between zodiac signs. Tinder is also leaning further into social dating with Double Date, a feature that lets friends match with other pairs together. The feature is already gaining traction with Gen Z users, reflecting a broader shift toward more social and lower-pressure ways to meet people.

Image Source: Tinder

Tinder is also redesigning profiles to help users express more personality. New tools can surface stronger photos from a user’s camera roll, improve lighting, and highlight interests more visually, while integrations with platforms like Spotify, Duolingo and the restaurant app Belly bring more of a person’s real life into their profile.

Image Source: Tinder

But the most interesting experiment might be happening right here in LA. Tinder is launching IRL Events in the city, letting users browse and RSVP to real-world meetups directly through the app. Think coffee shop raves, trivia nights and pickleball tournaments. The idea is simple. Dating works better when it feels like a social activity instead of an interview.

Image Source: Tinder

Under the hood, Tinder is also leaning more heavily on AI to improve recommendations. New tools like Learning Mode and Chemistry aim to better understand what users are actually looking for and surface stronger matches faster. At the same time, the company is investing heavily in safety, expanding Face Check, a facial verification system designed to reduce bots and impersonation accounts.

Closing out the presentation, Melissa Hobley, Tinder’s Chief Marketing Officer, zoomed out from the product roadmap to the brand’s cultural footprint, noting that Tinder is mentioned in billions of TikTok videos and has become shorthand for how younger generations talk about dating.

Taken together, the updates represent Tinder’s most significant evolution in years. And judging by the energy inside the El Rey this week, the company believes the next chapter of dating will be more social, more expressive and more intentional. It’s a shift being shaped right here in Los Angeles, and one that could redefine how the next generation meets.

Now onto this week’s LA venture deals, fund announcements and acquisitions.


🤝 Venture Deals

      LA Companies

      • Hurray’s GIRL BEER raised a $5M seed round led by Lakehouse Ventures, with participation from Spice Capital plus CPG insiders and entertainment executives, as it accelerates national expansion. The LA-based flavored light beer brand says it has already landed retail placements at Walmart, Kroger, Albertsons, and Whole Foods, and plans to use the new capital to deepen distribution, enter new markets, and ramp up marketing, alongside a rollout of seven new flavors. - learn more
      • Freestyle closed a $10M Series A led by Silas Capital, with significant participation from ECP Growth. The company also noted continued backing from existing investors including Mucker Capital, Adapt Ventures, and Superangel, as it scales its premium diapers and wipes business following nationwide launches at Walmart and Target. - learn more
      • MAX BioPharma announced a new investment and partnership with Technomark Life Sciences to advance Oxy210, its oxysterol-based, orally available drug candidate for MASH. Technomark is joining as a strategic lead investor by participating in MAX BioPharma’s $13M Series A to fund a Phase 1a/1b first-in-human study, and the companies say the collaboration will pair MAX’s therapeutic platform with Technomark’s drug development experience. - learn more

                      LA Venture Funds

                      • B Capital participated in ORO Labs’ $100M Series C, which was led by Brighton Park Capital and Growth Equity at Goldman Sachs Alternatives, as the company pushes deeper into what it calls agentic procurement orchestration. ORO said the new funding follows 300% revenue growth over the past year and will be used to speed up product development, expand go-to-market and customer teams globally, and broaden enterprise use cases across procurement, finance, legal, and supply chain workflows. - learn more
                      • Aliment Capital participated in Tropic’s oversubscribed $105M Series C, which was co-led by Forbion’s Bioeconomy Fund and Corteva as the company scales the commercial rollout of its gene-edited tropical crops. Tropic said the funding will help expand production of its banana portfolio, accelerate its banana and rice pipelines, and support entry into additional climate-resilient crops, following the 2025 launch of its first new banana varieties in more than 75 years and demand that is already outpacing supply. - learn more
                      • B Capital doubled down in Axiom’s $200M Series A, which valued the company at more than $1.6 billion and was led by Menlo Ventures. Axiom said the new funding will help it extend its lead from formal mathematics into what it calls “Verified AI,” with plans to apply its technology beyond mathematical discovery into software and hardware verification. - learn more
                      • WndrCo participated in Quince’s $500M Series E, a round led by ICONIQ that values the manufacturer-to-consumer retail platform at $10.1B post-money. Quince says it will use the fresh capital to accelerate growth and global expansion of its proprietary M2C operating system, which uses AI-driven demand forecasting and direct factory partnerships to cut traditional retail markups. Other investors in the round included Basis Set Ventures, Wellington Management, MarcyPen Capital Partners, Baillie Gifford, Notable Capital, and DST Global. - learn more
                      • Matter Venture Partners co-led Eridu’s oversubscribed Series A, part of $200M+ raised as the AI networking startup emerges from stealth to tackle what it calls the “network wall” bottleneck in AI data centers. - learn more
                      • Matter Venture Partners participated in Rhoda AI’s $450M Series A, backing the startup as it comes out of 18 months in stealth with FutureVision, a video-predictive control platform aimed at helping robots operate reliably in messy, real-world industrial environments. The round included a large syndicate of investors, including Capricorn Investment Group, Khosla Ventures, Leitmotif, Mayfield, Premji Invest, Prelude Ventures, Temasek, Xora, and John Doerr, and the company says the funding will accelerate development and industrial deployments. - learn more
                      • Halogen Ventures participated in Rasa Legal’s $5M late-seed round, backing the company’s push to scale its tech-enabled criminal record sealing and expungement service nationwide. The round was led by Rethink Education with participation from Social Finance and the Richard King Mellon Foundation, and Rasa says the funding will help it expand leadership, speed product development, and grow beyond its current footprint (Utah, Arizona, and Pennsylvania). - learn more
                      • Halogen Ventures participated in Nyad’s $1.3M oversubscribed pre-seed round, backing the Birmingham-based startup as it launches an AI decision-support tool for wastewater treatment operators. The round was led by Boost VC with participation from Draper Associates, Ollin Ventures, Apprentis, First Avenue Ventures, and strategic angel Troy Wallwork, and Nyad says it will use the funding to hire, grow customers, and keep building the product as retirements thin the wastewater workforce. - learn more
                      • MANTIS VC participated in Scanner’s $22M Series A, which was led by Sequoia Capital and also included CRV, as the company builds a high-speed security data layer for AI-driven threat investigation. Scanner said the funding comes as security teams at companies like Notion, Ramp, and BeyondTrust use its platform to search years of log data quickly and power agentic workflows that help hunt threats, triage alerts, and investigate incidents more efficiently. - learn more
                      • Chapter One participated in Zcash Open Development Lab’s $25M+ seed round, joining a syndicate that included Paradigm, a16z crypto, Winklevoss Capital, Coinbase Ventures, Cypherpunk Technologies, and Maelstrom. The new company, formed by former Electric Coin Company team members, said the funding will support continued development of privacy-focused infrastructure for the Zcash ecosystem, including its self-custodial wallet and broader shielded payments tooling. - learn more
                      • CIV participated in Isembard’s $50M Series A, which was led by Union Square Ventures and also included Tamarack Global, IQ Capital, and existing backer Notion Capital. Isembard said the new funding will help it open 25 AI-powered factories by the end of 2026, expand its engineering team, and enter Germany, France, and Ukraine as it scales software-driven component manufacturing for aerospace and defense customers. - learn more
                      • WndrCo participated in Crafting’s $5.5M seed round, which was led by Mischief as the startup launched general availability for Crafting for Agents. The company said the new capital will support its push to become core infrastructure for AI-driven engineering teams, giving agents secure access to production-like environments so they can validate, test, and ship code inside complex enterprise systems used by customers including Brex, Faire, and Webflow. - learn more

                                        LA Exits

                                        • Hireguide has been acquired by HireVue, which is buying Hireguide’s underlying technology and bringing the Hireguide team into HireVue’s product org. HireVue says the deal accelerates its agentic AI roadmap, starting with a voice-based AI interviewer designed to help employers qualify candidates earlier and run smarter, more conversational hiring workflows. - learn more
                                        • Ultracor has been acquired by Applied Aerospace & Defense, bringing the California-based maker of specialized honeycomb core materials into Applied’s advanced composites platform. Applied says the deal supports its selective vertical integration strategy by strengthening supply chain control and boosting speed and capacity for space and defense programs, from satellites and missiles to antennas, radomes, and next-gen aircraft. - learn more

                                                                  Download the dot.LA App

                                                                  Montgomery Summit Is Back at the Fairmont Miramar

                                                                  🔦 Spotlight

                                                                  Hey Los Angeles,

                                                                  If you’re looking to stack your March with the right rooms and the right people, The Montgomery Summit, presented by March Capital, is coming back to Santa Monica (March 10–11, 2026) at the Fairmont Miramar. It’s been running since 2004, founded by March Capital co-founder Jamie Montgomery, and it consistently draws a tight mix of founders, investors, and execs who show up to have real conversations, not just do the conference lap.

                                                                  This year’s program is shaping up to be a big one: 1,200+ attendees, 180+ speakers, and CEOs from 120+ carefully selected private tech companies. In other words, if you want early looks at breakout companies and the context you can’t get from a headline scroll, this is one of LA’s most high-signal two-day events.

                                                                  What I like about Montgomery is the vibe. It’s less “conference chaos” and more “high-signal collisions,” with structured ways to connect, including 1:1 meeting scheduling through the Summit app for eligible attendees. The agenda doesn’t stop when the panels do, there’s a Getty Villa reception and a closing reception, so the Summit keeps moving well past the main stage hours.

                                                                  It’s invitation-only, but you can request an invitation here.

                                                                  Keep scrolling for the latest LA venture rounds, fund news and acquisitions.


                                                                  🤝 Venture Deals

                                                                      LA Companies

                                                                      • Vast secured $500M in new financing, made up of $300M in Series A equity and $200M in debt, to accelerate production of its Haven commercial space stations and expand its facilities and team. The round was led by Balerion Space Ventures with participation from IQT, Qatar Investment Authority, Mitsui & Co., MUFG, Nikon, Stellar Ventures, Space Capital, Earthrise Ventures, and founder/first investor Jed McCaleb, as Vast pushes toward Haven-1 and its longer-term successor vision. - learn more
                                                                      • PartsPulse has raised $3M from UP.Partners and used the momentum to officially launch its unified AI platform at CONEXPO in Las Vegas. The startup says its “command center” combines inventory planning, pricing optimization, and sales intelligence into one system for OEMs, dealers, and fleet managers, and it was built with UP.Labs and co-developed with Wabash to help parts businesses spot revenue opportunities and stock the right parts at the right time. - learn more
                                                                      • Procode AI launched out of stealth with $4M in venture funding and acquired The Auctus Group, a major revenue cycle management (RCM) firm that bills for 300+ plastic surgery and dermatology providers. The company says the combination will bring AI into private-practice surgical billing, using its “Coding Copilot” to translate operative reports into billing codes faster and reduce denials, while Auctus continues operating under CEO John Gwin. - learn more
                                                                      • Smack has raised $32M across Seed and Series A to scale what it calls the first “frontier AI lab” built specifically for national security, after landing contracts with multiple branches of the U.S. military in 2025. The Series A was led by Geodesic Capital and Costanoa Ventures, with participation from Point72 Ventures, Felicis, First In, Scribble Ventures, Bloomberg Beta, Washington Harbour Partners, Palumni VC, Fulcrum Venture Group, Anomaly Fund, and Fortitude Ventures. - learn more

                                                                                      LA Venture Funds

                                                                                      • BOLD Capital Partners participated in KeyCare’s $27.4M financing round, backing the Epic-native virtual care company as it scales an AI-enabled model designed to extend health systems’ capacity with 24/7 virtual urgent, preventive, chronic, and virtual-first primary care. The round was led by HealthX Ventures and also included 8VC, LRVHealth, and Ikigai Venture Partners, plus strategic investors such as WellSpan Health, Allina Health, University of Chicago Ventures, Edge Ventures, and Exact Sciences, bringing KeyCare’s total funding to $55M+. - learn more
                                                                                      • Fifth Wall led RenoFi’s $22M Series B, backing the Philadelphia startup’s push to make renovation financing simpler through an AI-enabled platform that underwrites loans based on a home’s after-renovation value. The round also included meaningful participation from Progressive Insurance and additional support from investors such as HighSage Ventures, Alumni Ventures, Flintlock Capital, and Gaingels, plus continued backing from Canaan, First Round Capital, Curql, TruStage Ventures, and several credit union partners. - learn more
                                                                                      • B Capital co-led Bounce’s $5M internal round alongside existing backers Accel and Qualcomm Ventures, extending fresh capital without bringing in new investors. Bounce founder Vivekananda Hallekere told The Economic Times the round underscores continued support from its current investors as the electric mobility startup pushes forward in the EV space. - learn more

                                                                                                      LA Exits

                                                                                                      • Silent House Group has been acquired by concert staging and live-experiences giant TAIT, formalizing a long-running partnership between the two companies. The deal pairs Silent House’s LA-born creative and production chops, behind major tours and live experiences including Taylor Swift’s The Eras Tour and Kendrick Lamar’s Grand National Tour, with TAIT’s engineering, staging, and global delivery capabilities to build touring, experiential, and broadcast productions at any scale. - learn more

                                                                                                                                Download the dot.LA App

                                                                                                                                Revel’s Afterburner Round: $150M for Hard Tech Infrastructure

                                                                                                                                🔦 Spotlight

                                                                                                                                Hello Los Angeles,

                                                                                                                                This week’s biggest hard tech funding headline belongs to Revel, which just raised a $150M Series B to modernize the software layer behind hardware test and control. The round was led by Index Ventures, with major participation from Redpoint Ventures and returning investors Thrive Capital, Felicis, and Abstract Ventures, plus angel participation including Figma CEO Dylan Field.

                                                                                                                                Image Source: Revel

                                                                                                                                Revel’s pitch is simple: rockets, advanced energy, robotics, and defense systems have evolved fast, but the tooling that tests and commands them is still stuck in the past. The company says its platform can cut test stand setup time from 14 days to about 8 hours, and that teams go from testing every other day to multiple tests per day. One customer, Impulse Space, reportedly runs 80+ instances of RevelTest, and Revel claims every pilot it has run has converted into a paying customer.

                                                                                                                                What makes this more than “just another big round” is where Revel is aiming next: expanding from test stands into industrial control across critical infrastructure, including nuclear facilities, power stations, refineries, water treatment, data centers, and biomedical manufacturing. Their platform includes live telemetry and safe command execution, and even a purpose built language, RevelCode, designed for deterministic, debuggable control in high consequence environments. In other words, if LA is becoming a capital of hard tech, Revel is trying to become the control room software those companies standardize on.Keep scrolling for the latest LA venture rounds, fund news and acquisitions.

                                                                                                                                🤝 Venture Deals

                                                                                                                                    LA Companies

                                                                                                                                    • Third Way Health raised an oversubscribed $15M Series A led by Health Velocity Capital to scale its AI-enabled hybrid human and automation front-office operations for medical practices. The company says it will use the funding to accelerate customer growth, expand operations, and deepen its AI and automation roadmap, building on its claim of supporting practices serving 5M+ patients annually. - learn more
                                                                                                                                    • Inhouse raised $5M in seed funding to grow its AI legal platform that helps small and midsize businesses generate contracts, get answers to complex legal questions, and bring in attorneys when needed. The round included backing from Run Ventures, Royal Street Ventures, Switch, and LegalZoom cofounder and former CEO Brian Liu, and the company says it will use the new capital to expand its AI agent capabilities and increase automation across contract lifecycle management, compliance, and proactive risk management. - learn more
                                                                                                                                    • Subject raised a $28M growth investment led by Vistara Growth, with participation from new backers NextEquity Partners, Green Street Impact Partners, and Outcomes Collective, plus existing investors including Kleiner Perkins and others. The company says it will use the funding to accelerate development of its AI-powered K–12 curriculum and online learning platform, expand accredited course offerings, and scale adoption with more districts and educators worldwide. - learn more
                                                                                                                                    • Mogul raised $5M in a round led by the Yamaha Music Innovations Fund, with participation from Urban Innovation Fund, Mindset Ventures, Fairway Capital Partners, and renewed support from Amplify LA and Wonder Ventures. The royalty management platform says it will use the funding to expand services for artists and their teams, building on traction like processing over $1.5B in royalties and launching its new Catalog Valuation Center to help creators understand the value of their catalogs. - learn more
                                                                                                                                    • Handl Health raised a $14.2M Series A led by Arthur Ventures, with follow-on investment from Syndra Capital Partners, an additional strategic investor, and increased participation from existing backers Mucker Capital, Riverfront Ventures, Digital Health Venture Partners, and Boutique Venture Partners. The company says it will use the new capital to expand its platform and deliver deeper analytics that help employers and benefits decision-makers design lower-cost health plans with more predictable pricing and better care outcomes. - learn more
                                                                                                                                    • Skorppio launched a self-serve, on-premise high-performance computer rental platform that lets AI teams, VFX studios, researchers, and schools rent enterprise-grade systems without buying hardware or locking into the cloud. The company says its fleet includes everything from performance laptops to DGX-class AI systems and GPU servers, supported through a PNY Pro partnership that makes NVIDIA Blackwell GPUs available, plus curated “KIT” bundles designed for specific workflows. - learn more

                                                                                                                                                  LA Venture Funds

                                                                                                                                                  • B Capital participated in Gushwork’s $9M seed round, backing the startup’s bet that “AI search” will become a major new channel for B2B lead generation. The round was co-led by Susquehanna International Group and Lightspeed, and Gushwork says it’s helping businesses show up in answers from tools like ChatGPT, Gemini, and Perplexity using automated marketing agents that generate search optimized content and backlinks. - learn more
                                                                                                                                                  • UP.Partners participated in BeyondMath’s $18.5M seed round, backing the company as it scales its “generative physics” approach to faster engineering-grade simulation. The raise included a $10M seed extension led by Cambridge Innovation Capital, with additional participation from Insight Partners and InMotion Ventures. - learn more
                                                                                                                                                  • MANTIS Venture Capital participated in SolveAI’s $50M funding round, backing the company as it launches a platform that lets employees build enterprise applications using natural language instead of code. The raise included a $45M Series A led by GV plus a previously undisclosed $5M pre-seed led by Accel, with additional participation from Northzone, NeverLift, and angels including Mike LoSapio, Pushmeet Kohli, and Olivier Godement. - learn more
                                                                                                                                                  • Fabric VC participated in Kash’s $2M pre-seed round, backing the startup as it embeds prediction markets directly into social media starting with X. Kash says users can turn posts into live, tradable markets through its @kash_bot, letting people express conviction on real-world outcomes inside the feed rather than in separate apps. The round also included investors such as Big Brain Holdings, Spartan Group, Coinbase Ventures, Kosmos Ventures, Halo Capital, MoonRock Capital, and Polaris Fund. - learn more
                                                                                                                                                  • M13 led LuminosAI’s latest funding round as the company launched Lighthouse, a new feature it says can automatically test generative and agentic AI systems for concrete legal liability. LuminosAI says the new capital will help it accelerate growth and expand its team to support a growing customer base, with participation from investors including Bloomberg Beta, Hawktail, AME Cloud Ventures, Crosscourt, Octave, Great Oaks, Fundrise, and others. - learn more

                                                                                                                                                                LA Exits

                                                                                                                                                                • Niagen Bioscience has sold its ChromaDex Reference Standards business to LGC in an all-cash transaction that closed on Feb. 24, 2026, as the company sharpens its focus on its core longevity strategy. Niagen says the divestiture helps it fully exit non-core operations and concentrate resources on NAD+ science, intellectual property, and commercial growth around its Niagen solutions, while LGC adds the standards portfolio to deepen its reference materials offering for pharma and lab customers. - learn more
                                                                                                                                                                • Mutiny has been acquired by LA-based investment firm Shamrock Capital, which says the deal will help Mutiny accelerate growth and strengthen its position as a leading gaming-focused creative agency. Founded in 2021 and previously incubated within Trailer Park Group, Mutiny works with publishers and brands on research-driven, player-first creative, social, and community campaigns. Shamrock says Mutiny will continue scaling as a standalone business, with support that could include strategic acquisitions. - learn more
                                                                                                                                                                • Vestigo Aerospace has been acquired by Applied Aerospace & Defense, bringing Vestigo’s Spinnaker deorbit drag-sail product line into Applied’s portfolio. Applied says Spinnaker helps satellite and launch-vehicle operators meet tightening orbital debris rules by providing a lightweight, cost-effective way to deorbit objects in low Earth orbit, and Vestigo founder and CEO Dr. David Spencer will join Applied as VP of Deployable Systems. - learn more

                                                                                                                                                                                        Download the dot.LA App

                                                                                                                                                                                        RELATEDEDITOR'S PICKS
                                                                                                                                                                                        Trending