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FeatureBase (formerly Molecula)

Other B2B Software · Austin, United States · Founded 2017

Builds data virtualization software to secure access to large datasets MoreLess

Molecula, through its flagship product FeatureBase, operates in the data analytics and artificial intelligence (AI) market. The company provides a feature-oriented database platform designed to power real-time analytics and machine learning applications. FeatureBase is engineered to deliver ultra-low latency, enabling organizations to access and query data in milliseconds, which is crucial for optimizing internet traffic, detecting anomalies, and improving customer experiences. Molecula serves a diverse range of industries including financial services, healthcare, life sciences, public sector, and technology. The business model revolves around offering its database platform as a service, generating revenue through subscription fees and licensing. By closing the gap between data and decision-making, Molecula helps organizations unlock the power of real-time analytics and AI, thereby optimizing business processes and enhancing operational efficiency.

Keywords: real-time analytics, machine learning, ultra-low latency, feature-oriented database, data access, anomaly detection, customer experience, financial services, healthcare, technology.

Company overview

FeatureBase (formerly Molecula) company information

The essential company record, classifications and operating signals in one place.

Status
Operational
Founded
2017
Headquarters
Austin, United States
Employees
45
Open positions
None listed
Dealroom signal
77.6
client focusb2btechnologyBig DatatechnologyDeep Techbusiness modelSaaSsectorVirtualizationsectorData AnalyticssectorHard TechsectorDT and LSindustryEnterprise Software

Valuation & funding

FeatureBase (formerly Molecula) funding history

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
SERIES AEquity / VC Jan 2023 $0 Tech Square Ventures
SERIES AEquity / VC Sep 2022 $10M $88M Drive Capital
SERIES AEquity / VC Jan 2021 $18M $70M Drive Capital · TTV Capital · Tensility Venture Partners
SEEDEquity / VC Aug 2019 $6M $24M Andrew Busey · Capital Factory · Seraph Group
SEEDEquity / VC Aug 2018 $0 Undisclosed
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Financials

Revenue and workforce over time

Available revenue and workforce history. Fields without reported data are omitted.

YearRevenueGrowthEmployees
2026 $7.5M 0% 45
2025 $7.5M 0% 44
2024 $7.5M 0% 57
2023 $7.5M 0% 30
2022 $7.5M +66.7% 41
2021 $4.5M +80% 75
2020 $2.5M 35
Company filings, research estimates and Dealroom dataOpen the full financial model →

Growth signals

FeatureBase (formerly Molecula) website traffic

Latest recorded traffic for FeatureBase (formerly Molecula) is 560 monthly website visits, up 700% over the last three months. FeatureBase (formerly Molecula)'s team grew 2.3% over the past year.

Latest monthly visits560 3-month web change+700% 1-year team growth+2.3%
Monthly website visits61 observations · Dec 2018–Mar 2025
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Comparisons

FeatureBase (formerly Molecula) compared with similar companies

Dealroom’s weighted taxonomy model identifies the closest operating peers. Company identity and context stay open; selected comparison metrics preview what is available in the platform.

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Talent graph

FeatureBase (formerly Molecula)'s talent

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Team profiled 6 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 1 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Investors

14 investors on FeatureBase (formerly Molecula)'s cap table

Sourced from Dealroom's funding and investor records. Investor profile links are shown where available.

Seed 3 investors entered at this stage
Seraph Group
Andrew Busey
Capital Factory
Series A 4 investors entered at this stage
Drive Capital
TTV Capital
Tensility Venture Partners
Tech Square Ventures
Other known 7 additional known investors
Bee Cave Capital
Carnrite Ventures
Engage Ventures
Lontra
Scale Asia Ventures
Small Business Innovation Research
Wally Wang

Global footprint

Where FeatureBase (formerly Molecula) has talent and traffic

Workforce by country
🇺🇸 United States · Austin HQ
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In the news

Latest news about FeatureBase (formerly Molecula)

Recent press, funding announcements, and product moves mentioning FeatureBase (formerly Molecula) — open to read from the original sources.

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Market sentiment

What the market is saying about FeatureBase (formerly Molecula)

An AI-synthesized read of the highest-engagement posts about FeatureBase (formerly Molecula) on X over the past 7 days. We rank by likes & retweets, ignore corporate channels, and surface the themes that broke out from real people.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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