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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
Valuation & funding
FeatureBase (formerly Molecula) funding history
Company financing events and reported valuations.
| Deal type | Date | Amount | Valuation | Investors | Source |
|---|---|---|---|---|---|
| SERIES AEquity / VC | Jan 2023 | $0 | — | Tech Square Ventures | — |
| SERIES A✓Equity / VC | Sep 2022 | $10M | $88M | Drive Capital | ↗ |
| SERIES A✓Equity / VC | Jan 2021 | $18M | $70M | Drive Capital · TTV Capital · Tensility Venture Partners | — |
| SEED✓Equity / VC | Aug 2019 | $6M | $24M | Andrew Busey · Capital Factory · Seraph Group | — |
| SEEDEquity / VC | Aug 2018 | $0 | — | Undisclosed | — |
Financials
Revenue and workforce over time
Available revenue and workforce history. Fields without reported data are omitted.
| Year | Revenue | Growth | Employees |
|---|---|---|---|
| 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 |
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.
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.
| Company | Headquarters | Status | Employees | Total funding | Valuation |
|---|---|---|---|---|---|
Coho DataHigh Performance Scale-out Storage for VMware |
Santa Clara, United States | Closed | 6 | $76M | $120M |
ScaleMPIdentifying your provider and visit |
Fort Lee, United States | Operational | |||
StratoscaleStratoscale offers a software-only #cloud #infrastructure solution. Deployed in minutes, Stratoscale provides an #AWS-compatible region within the #DataCenter |
Herzliya, Israel | Closed | |||
INFINIDATOffers enterprise storage solutions for data-intensive enterprises |
Herzliya, Israel | Acquired | |||
OpenetOpenet, An Amdocs Company |
Dublin, Ireland | Acquired | |||
Cloudius Systems OSvScylladb, a nosql column-store database that is fully compatible with apache cassandra and has 10 times the throughput |
Israel | Operational | |||
DroboData storage and computer back up |
San Jose, United States | Operational | |||
| Dongcheng District, China | Operational |
Talent graph
FeatureBase (formerly Molecula)'s talent
Source: Dealroom Talent Intelligence.
Global footprint
Where FeatureBase (formerly Molecula) has talent and traffic
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.
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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