Magical
Magical builds AI agents that automate healthcare workflows like patient access and revenue cycle management. The 126-person company raised $41M in a 2022 Series A led by Bain Capital Ventures.
The growth story
Magical grew from 31 to 126 employees between 2021 and 2026, raising $41M along the way, most recently a Series A in June 2022.
About
Magical develops specialized AI agents to handle operational tasks in healthcare systems, targeting administrative processes that typically require manual work. Its tools aim to reduce labor costs in areas like scheduling and billing.
The company has grown to 126 employees since its 2020 founding, with engineering making up nearly 25% of staff. Its $41M Series A in mid-2022 suggests rapid scaling, though current headcount growth rates aren't available.
Founders and leadership
Engineering dominates Magical's workforce with 31 employees, representing about a quarter of staff. Leadership appears technical given the strong engineering focus and investor backing from firms like Bain Capital Ventures.
The Magical org chart
Harpaul Sambhi (Founder and CEO) leads 20 mapped leaders with 2 direct reports. Click +N to expand a team; names link to the person’s public profile.
Departments, and which ones grew
Headcount by function: Engineering 28 (+65% YoY), Business Development 21 (+40% YoY), Sales 10 (0% YoY), Information Technology 10 (+400% YoY), Operations 9 (+13% YoY), Arts and Design 8 (+14% YoY).
Talent flow
Magical recruits heavily from healthcare tech peers like Swift Medical and Olive, plus enterprise software firms like Microsoft. Alumni frequently move to other AI startups (Outera, Federato) and fintechs like Stripe.
Most common previous employers of Magical staff: Swift Medical (4), Microsoft (3), LinkedIn (3), Olive (3), TD (3), University of Waterloo (3). Former Magical employees most often moved to Outera (2), Stripe (2), Microsoft (2), Practical Prospecting (1), ilani (1), Federato (1).
Alumni worth knowing
The Magical mafia
Four alumni founded companies including Tailor AI (29 staff) and Senpilot (22 staff), showing Magical's talent spawning mid-sized AI ventures.
4Greg Bayer, was Head of Engineering until 2024Alex Peats-Bond, was Founding Engineer + Senior Manager until 2024Fabion Kallaku, was Brand Ambassador until 2024Sejal G., was Growth Engineering Intern until 2022Hiring now
Web traffic
Traffic mix: 57% direct, 31% search, 4% social, 0% paid.
What this company is made of
Most common skills at Magical: Leadership (39), Python (Programming Language) (30), Project Management (27), Communication (26), SQL (26), JavaScript (24), Java (24), Management (23).
Where the team actually sits
Magical people are concentrated in Ontario, Canada (20), Greater Toronto Area, Canada (8), San Francisco Bay Area (6), Canada (5). 2 offices on record.
Search footprint
Magical attracts about 15,450 organic search visits a month, traffic worth roughly $409K a month if bought through ads. It gained 12,954 ranking keywords and lost 6,864 in the last period.
What employees say
- Compensation
- 4.50 / 5
- Career opportunities
- 5.00 / 5
- Senior management
- 4.50 / 5
- Work-life balance
- 4.10 / 5
Frequently asked
Magical has 126 employees as of September 2026.
Magical has raised $41M in total, most recently a Series A round in June 2022.
Magical was founded in 2020 by Harpaul Sambhi, Prashant Viswanathan.
Harpaul Sambhi (Founder and CEO) sits at the top of Magical's reporting structure, with 2 direct reports.
The most common previous employers of current Magical staff are Swift Medical (4 people), Microsoft (3 people), LinkedIn (3 people).
Former Magical employees most often move to Outera (2), Stripe (2), Microsoft (2).
At least 4 companies have a founder who previously worked at Magical, including Tailor AI, Senpilot, Creatora.
Magical attracts about 15,450 organic search visits a month, worth roughly $409K a month in equivalent ad spend.
The most common skills among Magical staff are Leadership, Python (Programming Language), Project Management, Communication, SQL.
Magical staff are concentrated in Ontario, Canada (20), Greater Toronto Area, Canada (8), San Francisco Bay Area (6).
Magical has about 28 people in Engineering, up 65% over the past year, as of September 2026.
Magical has about 21 people in Business Development, up 40% over the past year, as of September 2026.
Computed from 70 current and 59 former Magical profiles, as of September 2026. Source: Crustdata.
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