How Miraei uses Every to automate its back office operations

Marketing Intelligence and Business Development teams at life sciences companies are drowning in spreadsheets, spending weeks stitching together trial information just to answer basic questions. Decisions are made slowly, and by the time research is in, the information is often already outdated.
That’s why Davin Cho is building Miraei, an agentic platform that automates the workflows BD teams have traditionally performed by hand. Rather than simply scanning the clinical landscape, Miraei mirrors how teams research, triage, and prioritize opportunities, compressing weeks of manual work into minutes and allowing teams to focus on judgment and relationship-building instead of data assembly.
Having spent 14 years in biotech across firms like Guidehouse, Amgen, and Foundation Medicine before launching Miraei, Davin knew the window for bringing agentic AI to the industry was narrow, and he'd need to move fast. So he sought to partner with a back office platform that would help him launch, operate, and scale with confidence.
Why Davin chose Every for Miraei
After reviewing the market Davin chose to partner with Every as his back office solution. Every is an all-in-one back office built for founders. It provides high-growth startups with everything they need to run their company—including incorporation, banking and cards, treasury, payroll, bookkeeping, and taxes—all in one platform.
Davin chose to partner with Every for three reasons:
1. End-to-end operations
Davin knew that as a founder, the last thing he’d want to worry about would be managing five different back office platforms.
“Every covers so much ground, from accounting services to bookkeeping to credit cards to treasury,” he explains. “The fact that Every has all that as a one-stop shop is an incredible pressure release for me.”
With all of his back office operations manageable within a single, intuitive platform, Davin can spend more time focusing on what’s most important—building Miraei.
2. Exceptional customer support
Founders have countless responsibilities to juggle, making efficiency critical. For Davin, Every’s seamless customer support makes it possible to solve any back office questions quickly and painlessly.
“The level of customer support that I’ve received from the Every team has been fantastic. From working with the folks on the bookkeeping team to have a dedicated slack channel that I can submit questions to. The experience has been incredible.”
By becoming what Davin describes as “almost an extension of my team,” Every’s support enables Davin to manage back office workflows efficiently so that he can spend more time on other responsibilities.
3. Founder credibility
Where a founder chooses to store their capital is one of the most important decisions they can make—having trust in your back office platform is critical. For Davin, an encounter with Every’s CEO, Rajeev Behera, while in the early stages of his founder journey helped him decide to partner with Every.
"I heard Every's founder speak at a health tech week event last year. Rajeev has been so successful, and that put Every on the radar,” Davin explains. “I knew that if somebody like him was creating something, that I wanted it to be part of my company."
For Davin and other founders that have chosen Every, the partnership goes far beyond solving the back office operations. It means having access to a team of experts they can rely on for key business challenges, including leaders, like Rajeev, who have navigated the same founder journey and built impactful companies themselves.
Feature highlight: Treasury
Miraei is scaling quickly, and Davin is utilizing nearly every feature in the Every platform to support growth. One of his favorite features, though, is Every’s Treasury feature.
Treasury lets founders put their dormant capital to work by investing it in high yield treasury bills and money market funds. And founders don’t have to spend a lot of time on investment decisions to get the benefits—Treasury Autopilot helps maximize treasury yields by automatically purchasing treasuries with a balance check and transfer from your primary Every checking account.
For Davin, Treasury makes it possible to grow the businesses resources and build credibility. “I really love the treasury feature,” he says. “The fact that I can extend my runway for a few more months based on the balance that we have. I mean, it’s incredible. And I feel savvy using the Every platform to be able to provide that for our team and for our investors as well."
What’s next for Miraei?
Since launching just seven months ago, Miraei is already working with leading life sciences companies and has raised over $1M in pre-seed funding. Their traction thus far serves as a signal—teams operating in complex, high-science environments are willing to pay for tools that meaningfully reduce friction.
And Davin is seeing it first hand. He notes that one of the joys of his founder journey thus far has been watching teams realize that the research they’d assumed had to be done manually no longer does. That realization, when opportunity identification and scientific understanding come together, is exactly what Miraei is built to deliver.
To learn more about how you can simplify your back office and scale securely with Every, you can get started here.
Up to 3,500 bonus and 3% cash-back on all card spend [3], 6 months off payroll, and 50% off bookkeeping for 6 months, free R&D credit.
Frequently Asked Questions
- How do I sign up for Every?
You can get started right away—just click “Get Started” and follow a short onboarding flow. Prefer a little help? One of our specialists can walk you through incorporation, banking, payroll, accounting, or whatever you need.
- What features does Every offer?
Every gives startups a complete back office in one platform. From incorporation and banking to payroll, bookkeeping, and tax filings, we take care of the operational heavy lifting—so you can spend more time building, less time managing.
- How is Every different from other tools?
Most competitors give you software. Every gives you a full-stack finance and HR team—plus smart financial tools that actually benefit founders. Earn up to 4.3% interest on idle cash and get cash back on every purchase made with your Every debit cards, routed straight back to you.
Every is not a bank. Banking services provided by Thread Bank, Member FDIC. Your deposits qualify for up to $3,000,000 in FDIC insurance coverage when Thread Bank places them at program banks in its deposit sweep program. Pass-through insurance coverage is subject to conditions. The Every Visa Business Debit Card is issued by Thread Bank, Member FDIC, pursuant to a license from Visa U.S.A. Inc. and may be used anywhere Visa cards are accepted.
- Is my data secure with Every?
We use end-to-end encryption, SOC 2-compliant infrastructure, and rigorous access controls to ensure your data is safe. Security isn’t a feature—it’s foundational.
Can I switch to Every if my company is already set up?Yes—you can switch to Every at any time, even if your company is already incorporated and running. Whether you're using separate tools for banking, payroll, bookkeeping, or taxes, we’ll help you bring everything into one place. Our onboarding specialists will guide you through the process, make sure your data is transferred cleanly, and get you set up quickly—without disrupting your operations. Most founders are fully transitioned within a week.
- What stage of startup is Every best for?
Every is designed for startups from day zero through Series A and beyond. Whether you're just incorporating or already running payroll and managing expenses, we meet you where you are. Early-stage founders use Every to get up and running fast—with banking, payroll, bookkeeping, and taxes all handled from day one. Growing teams love how Every scales with them, replacing patchwork tools and manual work with a clean, unified system.
We’re especially valuable for teams who want to move fast without hiring a full finance or HR team—giving founders more time to build, and fewer distractions from admin and compliance
- How long does onboarding take?
Onboarding with Every is fast and efficient. For most startups, the process typically takes between 3 to 7 days, depending on your specific needs and how much setup you already have in place.
If you're a new company, you'll be up and running quickly—getting your banking, payroll, and bookkeeping set up without hassle. If you’re transitioning from another system, our specialists will help you migrate your data, ensuring a smooth switch with no gaps or errors in your operations.
We guide you every step of the way, from incorporation to setting up automated payroll to handling your taxes—so you can focus on growing your business. Our goal is to make sure you're fully operational and confident in your back office in under a week.
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