Marloo raises $10M led by Blackbird Ventures to replace the AI notetaker with an AI operating system for financial advisers



Blackbird is doubling down: it led both the pre-seed and now the seed, and now holds 34% of the company. Icehouse Ventures also participated. The founders -Hardy Michel, Shakeel Lala, and Ben Robertson, retain ~27% each. US expansion is next.


Marloo, the London-based AI company for financial advisers, has raised $10 million in a seed round led by Blackbird Ventures, with participation from Icehouse Ventures.

The round brings total funding to $12.7 million in under twelve months, Blackbird also led the $2.7 million pre-seed in September 2025. Blackbird now holds approximately 34% of Marloo after both rounds.

Co-founders Hardy Michel and Shakeel Lala each retain roughly 27% of the company. The new capital will go towards strengthening Marloo’s position in the UK and Australia, expanding into the United States, and developing a broader product suite aimed at becoming the core operating system for financial advisory firms.

Marloo was founded in 2024 by Hardy Michel, Shakeel Lala, and Ben Robertson. A third of the team are former financial advisers. The company’s starting point was a familiar and intractable problem: financial advice is one of the most heavily regulated, document-intensive professions in financial services, and the typical adviser spends a disproportionate share of their working time on administration, meeting notes, compliance documentation, file notes, client correspondence, and regulatory reporting, rather than on the advice itself.

The founders interviewed approximately 800 potential customers before building anything, establishing the specific pain points that would drive adoption.

Marloo now generates advice documents, compliance workflows, and client context files, and maintains a persistent knowledge base of each adviser’s client relationships that carries across every conversation.

The ambition, articulated by Blackbird general partner Samantha Wong, is something closer to what Canva became for design: a platform that did not replace designers but made design work accessible, faster, and more professional for a much wider group of practitioners.

“It reminds us of the early days of Canva,” Wong told both the September pre-seed announcement and this week’s round, a consistency that suggests the comparison is anchored in conviction rather than pitch rhetoric.

The traction metrics reported by Marloo are striking for a company that did not exist a year ago. More than 650 advisory firms across six countries are paying customers. Revenue has grown more than 40% month on month for eleven consecutive months.

Customer churn is described as close to zero, a metric that, in enterprise SaaS, is a stronger signal of product-market fit than any growth rate. Individual user testimonials in the announcement include a 90% client close rate, a fourfold increase in work rate, seven to ten hours saved per week, and advice documents that previously took eight hours now take less than four.

These are company-curated testimonials rather than audited metrics, but the volume and specificity of the claims is consistent with a product that has become genuinely embedded in daily workflows rather than a tool that is purchased and unused.

Shakeel Lala addressed directly the competitive risk that most observers raise first: will the large AI labs, OpenAI, Anthropic, Google, build tools that displace vertical AI companies serving specific professions?

His answer is that the risk is overestimated in this particular domain. “An AI tool like Claude can summarise a meeting, but it can’t triangulate the layers of context required to get a usable output that meets legal and regulatory requirements, a firm’s rules and adviser preferences,” he said.

“AI outputs are inherently non-deterministic, and advice is a trust and proof-based deterministic profession.”

That framing, the fundamental tension between probabilistic AI output and the compliance requirements of regulated financial advice, is the strongest version of the vertical AI moat argument: not that the technology is proprietary, but that the compliance and institutional context required to make it usable is hard to replicate without deep domain expertise.

The US expansion is the strategic test. Marloo’s strongest markets to date are the UK and Australia, both relatively concentrated, compliance-heavy financial advice markets where regulatory frameworks are well-defined and professional bodies have established documentation standards.

The US market is larger, more fragmented, and regulated across a patchwork of federal and state frameworks. Building compliance-ready AI documentation tools for the US adviser market requires rebuilding the institutional knowledge that Marloo has accumulated in its existing markets, with a founding team that has direct experience in the UK and Australian profession but will be operating in a new regulatory environment.

The $10 million seed is sufficient to get the US expansion started; whether it is sufficient to establish a meaningful market position will depend on how quickly the company can replicate its UK and Australian adoption dynamics in North America.



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Modern displays are amazing when it comes to detail, brightness, color, and all the ingredients that make for an impressive picture—except motion clarity.

CRT screens are still the king of motion clarity, but plasma flat-panel screens hold a respectable second place, and in many ways I still miss my old 720p 51-inch plasma TV and the crisp motion I gave up by switching to a 4K LCD.

Plasma solved motion the “right” way

Plasma displays didn’t just show an image—they flashed it.

While they operate on different principles, CRTs and plasma TVs have a few things in common. First, the phosphors used by CRTs and plasma displays are the same. Second, because these phosphors fade quickly, they need to be continuously refreshed.

In a CRT, the electron beam scanning from the top to the bottom of the screen achieves this, and in a plasma, a high-speed electric pulse does the same. Because of this rapid pulse-and-fade, these screen technologies have crisp perceptual motion, since our brains tend to interpret moving images that don’t pulse as “smearing” across our retinas.

The pulsing nature of plasma technology isn’t the only reason for its better motion reproduction. These screens also have very low latency and very fast pixel response times. Combined, it’s not quite as good as CRT motion handling, but it’s significantly better than LCD and OLED technology, even today.

Modern TVs rely on sample-and-hold—and that’s the problem

Stand and deliver blurry images

Blur Busters UFO Test

Modern LCD and OLED televisions are “sample and hold” technologies. They can hold each frame of video perfectly for the entire duration of that frame without deviating in brightness and then instantly snap to the next frame without any dipping to black in-between.

On paper, this sounds like a good thing, but your eyes don’t stay still when tracking motion. As they follow a moving object, the image being held on screen effectively drags across your retina, creating the perception of blur. Even if the panel itself is perfectly sharp.

You might not even realize how blurry motion is on modern displays if all you’ve ever seen with the naked eye is an LCD or plasma. However, if you see a CRT or plasma in person, the difference is quite striking.

The sample and hold issue means that no matter how much you increase the refresh rate, that type of blur persists. It’s why my 85Hz CRT monitor is clearly less blurry in motion than my 240Hz LCD monitor. It’s especially apparent when you’re playing 2D games that scroll the entire screen, with LCDs or OLEDs smearing the image in a way that gives me a bit of a headache if I’m being honest.

Playing Diablo 2 on a CRT. Credit: Sydney Louw Butler/Shutterstock.com

It creates this weird situation where a modern TV can be incredibly sharp in a freeze frame but somehow look softer than a lower-resolution display that isn’t sample and hold as soon as you press play.

Motion interpolation is a workaround, not a solution

It’s an abomination, that’s what it is

One of the “fixes” that TV makers came up with to reduce unwanted motion blur is a technology known as frame interpolation, or more commonly “motion smoothing.” Here an algorithm creates fake frames that guess at what the middle step of motion would look like if it were captured. This creates a high frame-rate video output, which we see as smoother and more crisp.

While this doesn’t take away sample-and-hold blur, it does improve motion clarity. Unfortunately, it also destroys the intended frame rate that shows and movies were meant to be seen at. It’s also useless for video games, because it introduces an enormous amount of input lag. NVIDIA’s DLSS technology is also frame interpolation, but it works for games because of several mitigations NVIDIA put into the technology. These measures don’t exist on TVs.

While some people think motion smoothing isn’t all bad, TV makers are no longer activating it by default as much anymore, and my advice is to always turn it off because the trade-offs are just not worth it.

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The 2025 model TCL QM6K Google TV delivers a stunningly clear and bright picture with a new Mini-LED panel, improved local dimming zones, Dolby Vision IQ, and a neat new Halo Control system for improved visuals. Get this TV and elevate your living room. 


Black frame insertion tries to recreate plasma—but comes with trade-offs

Who turned out the lights?

The other trick sample-and-hold screens have to mimic what CRTs and plasma TVs do naturally is called BFI, or Black Frame Insertion. As the name suggests, the display inserts a full black frame between every original frame. This provides an instant and dramatic increase in motion clarity. However, it also has a big impact on brightness. As much as half of the light is now gone, so the image is much dimmer. Pushing overall brightness to compensate makes things hotter and more energy-hungry.

Some BFI implementations cause visible flicker, for which I personally have no tolerance at all, but the biggest problem here is that BFI doesn’t have the smooth pulsing roll off of the phosphors used in CRTs and plasma.


The future might circle back—but we’re not there yet

That might be changing, however, because a new generation of LCDs can leverage the power of multi-zone backlight technology to strobe the backlight across the screen in a way that mimics a CRT scanline.

NVIDIA’s G-SYNC Pulsar has received rave reviews from the biggest motion blur haters, and I sincerely hope that a similar technology becomes standard in TVs going ahead, so we can go back to enjoying the crisp motion we used to have without all the compromises.



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