Pricing a bridge to a round that does not exist yet
What a biotech bridge investor needs to see when the Series A has no date, no size and no lead. Drawn from a live mandate.
M&A, Equity & Debt Funding, Private Fund Placements across the US, Europe, Middle East & Asia. Writing about what I've learned, what I'm learning, and what I'm researching.
Lessons from building a company, selling to investment banks and growing a business line from scratch.
What two brothers who built India's first cassette manufacturing plant taught me at 23.
I didn't apply for my first job. I had just finished my engineering degree and walked into Babbler Marketing Pvt. Ltd. as a customer, and I walked out with a job offer. I joined as a technical engineer. My first month, December 2013, I wasn't paid at all, and I took it anyway.
At 23 I was in a hurry. I couldn't shake the feeling that I was about to miss out on something. I wanted to start now. Every month of waiting felt like a month lost.
The company was run by two brothers, Sanjay Panjwani and the late Niranjan Panjwani. Long before Babbler, they had built India's first cassette manufacturing plant, so they knew what it takes to build something from scratch. They also saw how impatient I was. They didn't tell me to calm down. They gave me four ideas to think with instead, and I've been using them ever since.
Not long after, still 23, I started my own company, Laurel. Running it with a team of ten and no outside money, I found out quickly how right they were, especially about people. I still come back to all four ideas today.
What I learned building Laurel, 2015 to 2020.
My father and grandfather both ran businesses, but always locally. Neither of them planned to expand across India, let alone around the world. When I started Laurel I somehow had the opposite bug. I wanted to build a global company from day one. I just had no idea how.
I also had very little money. My dad gave me ₹2 lakh and told me to build the business with that. It wasn't that he couldn't afford to give me more. He wanted me to learn.
So I searched online for products, found a manufacturer in South Korea and wrote to them saying I wanted to sell their product in India. I spent ₹1.5 lakh on stock as samples and the remaining ₹50,000 on a small office. I had never imported anything in my life, and I never travelled to Korea because there was no budget for it. The import paperwork was completely new to me, so I kept talking to people until I understood how it all worked.
From the first day I wanted the whole Indian market. Everyone advised me to start locally and expand later. I wasn't convinced, and I quickly started selling across Karnataka, Maharashtra and Odisha.
Over those five years Laurel grew about 80% a year with a team of ten, and we worked with partners in South Korea, Singapore, China and Serbia. But the business was never going to become global in the way I wanted, so I started planning my next move. Then, in 2020, Covid hit. I've always thought the timing was a coincidence.
What I learned at Tracxn, 2020 to 2026.
When I was winding down Laurel, my plan was to move to the UK, do an MBA and eventually settle there. I had cleared my exams and my admission was in progress.
Then, for reasons I still can't fully explain, I started applying for jobs in parallel. I was called for interviews at two places: Tracxn, and a hardware and software startup building products to help blind people. I chose Tracxn. I had a genuine interest in the market it worked in, and the salary was better. Even so, when I accepted the offer I wasn't sure I would stay, because the MBA was still the plan.
The day after the offer letter arrived, Covid hit. Everything I had planned for the UK disappeared almost overnight.
The offer came in March, but the joining letter didn't arrive until June, and nobody knew how long the lockdown would last. My parents' business was shut. So was mine. We had no income, and the money my dad had made was tied up in investments made before anyone saw a lockdown coming. By June we were running out of money. That was exactly when the joining letter arrived, and it carried our whole family through.
I spent six years at Tracxn, worked with a lot of different people and had my own ups and downs. These are the things those years taught me.
I accepted the offer thinking Tracxn might be a stopover on the way to the UK. It became six years that shaped how I work.
Since August 2026 I've been working at a boutique corporate finance advisory firm, on fundraising and M&A mandates. Here is what that pipeline looks like, with every company kept anonymous, and what it is teaching me.
Mandates where I lead the relationship, either agreed or awaiting signature, with what each one is teaching me. Company names are kept confidential. If a deal fits your mandate, tap I'm interested and I'll come back to you directly.
Separate the bridge from the strategic raise. Money that covers a short working-capital gap should not be priced like permanent equity, and the bridge must leave the IP free for the strategic investor.
A profitable business can still run short of cash when it grows faster than its funding. Investors will price the recurring revenue rather than upfront hardware sales, and a valuation set as if there is no pressure is hard to defend.
A well-prepared data room changes the conversation. Once the materials are LP-ready, the work moves to the three things that still decide a first close: an anchor commitment, the regulatory wrapper and a reconciled track record.
First-time, single-GP funds are the hardest thing to place. Before booking a call, ask for the fund size, track record and regulatory basis in writing.
A SAFE cap only looks cheap if the bigger round behind it actually closes. Until that round is signed, investors price the early revenue and a crowded field.
A first-year lender is valued on its book and today's loan quality. Five-year projections carry little weight, and after the sector's recent stress, portfolio at risk is the first number investors ask for.
Placing the second half of a fund is a different sell from the first. New LPs want to see what the early commitments have already been invested in.
A bridge has to stand on its own terms: one amount, a cap, a maturity and dated milestones. It can't be priced off a Series A that has no date, size or lead.
A company's customer list can shrink its investor list. When part of the positioning carries reputational risk, lead with what investors can back and keep the process small and targeted.
A strong founder and a real prior round open doors. Nothing moves, though, until the numbers from the first call are backed by documents.
Raising $3m for at most 15% implies about a $17m pre-money, far above what current revenue supports. A financial investor won't close that gap, but a strategic who values access to a new region might, because they're buying distribution as much as equity.
A first-time fund is far easier to place when the team can prove a record in the exact product, even one built at a previous employer. How much of that record they're allowed to show becomes the heart of the pitch.
Updated October 2026
Nothing on this page is an offer to sell or a solicitation to buy any security. Details are shared only with qualified parties under NDA and subject to the company's consent.
Longer papers on questions from my work, published here as they're finished.
What a biotech bridge investor needs to see when the Series A has no date, no size and no lead. Drawn from a live mandate.
How an early-generation humanoid robotics company can fund itself when investors are paying for the new names. Drawn from a live mandate.
What a biotech bridge investor needs to see when the Series A has no date, no size and no lead.
Bridge rounds are meant to carry a company to its next priced round. Trouble starts when nobody can yet say when that round will happen or who will lead it. This paper draws on a mandate for a North American industrial biotechnology company with a biological crop-protection platform: more than a decade old, backed by grants and paying development partners, and seeking a bridge ahead of a Series A that had no confirmed date, size or lead investor.
In my view you can't price a bridge off a round nobody has defined yet. It needs its own terms: a fixed amount with a realistic first close, a valuation cap, a maturity with a fallback, clear ranking against existing debt, and proceeds tied to milestones an investor can put a date on. With those in place the bridge can be judged on its own merits. Without them, most specialist investors will just wait for the Series A.
Source: AgFunder Global AgriFoodTech Investment Report 2026.
There's still capital for agricultural biotechnology, but investors have become pickier. They're backing companies with tangible science, real unit economics and a clear path to revenue, and they are writing fewer cheques.
Most investors in RNA-based crop protection also know the GreenLight Biosciences story. The company listed through a SPAC in early 2022 at an enterprise value of about $1.2bn, and in May 2023 agreed to be taken private by a consortium led by Fall Line at roughly $45.5m. Later that year it won the first US EPA registration of a sprayable RNA insecticide, Calantha, for Colorado potato beetle, after more than four years of review. By 2025 it had closed a Series C that included $25m from Just Climate and signed up to €35m of venture debt with the European Investment Bank.
For investors the takeaway is about time. Approvals take years, regulators set the pace, and the balance sheet has to last until then. Any company raising in this space will be asked how its financing avoids the same trap.
The company had many of the things investors look for: more than ten years of operating history, patents in several jurisdictions, field data, grant funding, and global corporates paying to co-develop products. It wanted a bridge to reach a Series A.
But the documents it had prepared did not agree with each other. Different versions gave different amounts, different instruments and different Series A dates. Headcount and patent counts varied between sources. None of this suggested bad faith; it is common in companies that have raised in small steps over many years. It did mean that no investor could have priced the bridge as presented.
So the first job was to get to one set of numbers, each tied to a source document, before any investor saw anything.
The simplest bridge is a convertible note or SAFE that converts into the next round at a discount. It works when the next round is close and well defined. When it isn't, you run into three problems.
The cap is the term that matters most. The table below uses round, made-up numbers (not the client's terms) for a note with a 20% discount, with and without a $50m cap.
| Series A pre-money | Note converts at (discount only) | Note converts at (with $50m cap) |
|---|---|---|
| $40m | $32m | $32m |
| $80m | $64m | $50m |
| $120m | $96m | $50m |
Illustrative only. Conversion price shown as the effective pre-money valuation at which the note converts.
The cap changes nothing if the Series A is modest, and protects the bridge investor if it is strong. Which is why founders tend to resist it and experienced investors tend to insist on it. If a company really expects a strong Series A, offering a cap shouldn't worry it.
A bridge described only as a wide range, where the top is several times the bottom, tells an investor the company has not decided what the money is for. It's better to list the milestones that will move the Series A valuation, put a date and a cost against each, and size the bridge to reach them with a cash buffer.
For a biological crop-protection company those milestones are usually regulatory-grade field data, a signed commercial or manufacturing partnership, first licence or royalty revenue, and a named Series A lead. A realistic first close is often the amount two to four specialist investors will commit together. A much larger bridge normally needs an anchor, such as a strategic partner or a public co-investor, before anyone else will follow.
Investors read the use of proceeds closely. New money that funds trials, patents and hiring buys future value. New money that repays short-term debt, especially alongside asset sales, reads as a company funding its past. Both can be legitimate, but they need to be separated and explained. If part of the bridge refinances existing debt, say so plainly, show the lender and maturity, and show that the rest of the round still reaches the milestones.
Platform companies often present every application at once: crop protection, food, cosmetics, animal health, materials. To a bridge investor this raises the question of what the company actually is. It usually works better to lead with the one programme closest to revenue and regulatory approval, and treat the others as partner-funded options that add value without consuming the bridge.
The list should be short and specialist. In a sector with a known cautionary tale, a broad generalist process tends to use up credibility before it finds money.
I've come to see a bridge as its own investment with its own risk, rather than an early slice of the Series A, and it needs pricing that way. The companies that raise bridges well stop talking about the round they hope to do next and pin down the one in front of them: how much, on what terms, for which milestones, and what happens if the next round is late. Investors in this sector remember the last company that ran out of time, so that kind of discipline goes a long way.
This paper is for discussion only and is not investment advice. It draws on a live mandate; the company is not named and no client terms are disclosed. The conversion table uses hypothetical numbers.
How an early-generation humanoid robotics company can fund itself when investors are paying for the new names.
Humanoid robotics is having its biggest funding cycle yet, but the money is going to a small group of companies building general-purpose robots for factories and warehouses. Companies that built humanoids before this cycle often have strong brands, real technology and paying customers, yet they struggle to raise on the same terms.
This paper looks at one such company, an Asia-based humanoid robotics business founded long before the current wave, which needs two different kinds of capital at the same time: short-term money to deliver contracts it has already won, and larger strategic capital to grow. My view is that these should be run as two separate raises, each with its own instrument. Fund the contracted work first, then use the delivery record it creates to go after the strategic round from a stronger position.
Source: Tracxn, Humanoid Robotics Report, June 2026.
The headline rounds show where investor attention sits. Figure raised more than $1bn in its Series C at a $39bn post-money valuation in September 2025. Apptronik added a $520m extension in February 2026, taking its Series A past $935m at a valuation reported between $5.3bn and $5.5bn, with Google, Mercedes-Benz, John Deere and the Qatar Investment Authority among its backers. Agility Robotics agreed in June 2026 to go public through a merger with Churchill Capital Corp XI at around $2.5bn, with a $200m PIPE led by Foxconn.
Late-stage money has arrived too, with $1.1bn of late-stage rounds in 2025 and $2bn in the first half of 2026. Corporates are investing as well. Carmakers, farm machinery makers, telecoms groups and contract manufacturers now sit on humanoid cap tables, and that matters for a company that doesn't fit the headline story.
Investors in this cycle are underwriting one thesis: a general-purpose robot that can do physical work in a factory or warehouse, sold at scale. A company built earlier, for research, entertainment, education or social interaction, gets measured against that thesis and usually loses on it.
So you end up with a company people recognise but new investors find hard to back. It may be well known, hold valuable technology and have customers paying for real projects, but a thin public funding record and a product mix that does not match the dominant thesis make it hard for a new investor to price. In our conversations nobody doubted the technology. What people wanted to know was whether the revenue was contracted and whether it would repeat.
That's useful, because the company doesn't need to win the general-purpose race to raise money. It needs to show that the work it already has turns into cash.
Need: cash to build and deliver work that is already contracted.
Instrument: receivables finance, purchase-order finance or short-tenor private credit.
Repaid by: the customer payments the contracts generate.
Timing: weeks, not months.
Need: growth capital for new products, production and markets.
Instrument: growth equity, a strategic investor, structured debt, or a strategic transaction.
Repaid by: future value, so it is priced as risk capital.
Timing: a full process of several months.
The most common mistake is to solve both needs with one instrument. Raising equity to cover a short cash gap sells permanent ownership to fix a temporary problem, usually at a weak valuation because the company is raising under pressure. Using short-term debt to fund a long path to scale causes the opposite problem, a refinancing deadline the business can't meet. Most of the work is in matching each instrument to how long the money is needed and how risky its use is.
A bridge lender isn't really looking at the humanoid market. It's looking at a set of contracts, which makes the bridge much easier to raise than the equity, provided the company can show a lender the following.
Lenders typically advance a percentage of eligible receivables or of the cost to deliver a confirmed order, rather than the full contract value, so the bridge should be sized to the contracted book rather than to what the company would like. It will cost more than bank debt, which is fine for money that is short-term, repays itself and doesn't dilute shareholders ahead of the strategic round.
The point I'd stress most is security. The bridge must not take a charge over the assets a strategic investor will want, especially the intellectual property. A bridge that pledges the IP can quietly kill the Track B conversation.
For the strategic raise, pitching the company as yet another general-purpose humanoid would be a mistake. It's better to lead with whatever is genuinely scarce in its technology and find the buyer who values that most. For an early-generation company this is often human-robot interaction: expressive faces, conversation, and years of real-world deployment data in settings the new entrants have not reached.
That opens four routes:
The question to put to every potential investor is the one that drives good sell-side work: who is this company worth more to than its standalone financials suggest?
Running the tracks in order changes the negotiation. Once the bridge funds delivery, the company can show contracts turning into cash, which is the evidence growth investors asked us for. It also removes the time pressure that pushes companies into poor equity terms.
The risk to manage is overlap. If the strategic process starts while delivery is still uncertain, investors will price the uncertainty. I'd rather spend a few extra weeks on delivery and walk into the strategic conversation with proof.
Before either track goes to market, the company should have:
The main thing I've taken from this mandate is that a well-known brand doesn't raise money on its own. Investors want evidence, and the quickest way to produce it is often a smaller, well-structured raise that turns existing contracts into cash. When most of the capital is going to a handful of names, companies outside that group do better by being precise about what each dollar is for and by raising each kind of capital from the people best placed to price it.
This paper is for discussion only and is not investment advice. It draws on a live mandate; the company is not named and no client terms are disclosed.
I work at the intersection of capital and companies - w.r.t M&A, equity and debt fundraising, and private fund placement for founders, investors, and family offices.
I understand that side of the table because I've been on it. At 23, I bootstrapped and ran Laurel, a smart home startup, solo-founding it and growing the business 80% year-on-year with a lean 10-person team and partners across South Korea, Singapore, China and Serbia. Owning everything from finance to sales to client relationships. Notable Deals: Cafe Coffee Day, Bagamane Group, Nirvana Films, Verga Attachments, Mindescapes/Club Concierge
I later spent 6+ years at Tracxn working with VCs, PEs, Investment Banks, Corporate M&A teams across UK/EMEA and APAC, scaling a business unit from the ground up and closing 70+ enterprise accounts a year. Notable deals: Rothschild, PeelHunt, CDI Global, Money 20/20, LG, Siemens
That combination - having bootstrapped a company and having sold into investment banks, PE and VC firms at scale - now shapes how I think about valuation, deal structure, and what makes capital "smart."
Bootstrapped at 23. Grew 80% a year with a team of ten.
Built the UK investment banking business line. Took monthly closures from 2 to 7 while doubling revenue.