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Silico Data
Techstars '22San Jose, US · Founded 2022 · 4 employees on LinkedIn · 1 known investors
Find your way into Silico Data
Silicodata is a pharmaceutical company composed of professionals with over 25 years of industry experience, focused on rethinking how medicine is manufactured.
Also known as Silico Data Services · Silicodata
Investors · 1
How we know: the Techstars portfolio · open dataset · Top 3000 Accelerator Startups (no YC) 2026-08 · Not right? Tell us
Company profile
researched Sep 2026Silico Data Services is a company focused on automating pharmaceutical quality assurance. Its product, QSight, reviews the quality assurance documentation that must be checked before a drug batch can be released, flagging values that require a second look by a human reviewer.
QSight's workflow begins when a manufacturer uploads hand-written QA documentation. The system applies optical character recognition and AI/ML techniques to convert and review the material, reducing what the company describes as 18 days of manual review to less than a single day. Beyond the review itself, QSight converts semi-structured documentation into structured data, prepares reports, surfaces insights from information previously held only on paper, and integrates with enterprise systems such as ERPs for traceability. It can also process historical QA documentation to digitize legacy records.
The company describes itself as a group of professionals with more than 25 years in the pharmaceutical industry, with a stated mission of rethinking how medicine is made.
Founding story
The founder, listed publicly as Hiep L., has been in the founder role at Silico Data Services since November 2021 and holds degrees from Santa Clara University and its Leavey School of Business.
Business model
Silico Data Services sells QSight to pharmaceutical manufacturers as a tool that plugs into existing quality assurance workflows and IT systems, positioning itself on low deployment and maintenance cost, minimal training requirements, and an earlier return on investment. Engagement with prospective customers is handled through direct contact, with case studies made available on request.
▸Full profile — market position, technology, go-to-market, geography, history
Market position
An early-stage provider of AI/ML-based quality assurance document review software for pharmaceutical manufacturing.
The company states that QSight requires minimal changes to existing work processes or IT systems, is designed to be independent of the customer's incumbent IT stack, and is therefore less costly to install and maintain. It also cites the ability to process past QA documentation for digitization and analysis, and OCR accuracy of over 99.3% when converting structured data.
Technology
QSight combines optical character recognition, stated at over 99.3% accuracy for converting structured data, with AI/ML-driven review of uploaded quality assurance documents. The system runs continuously, initiating review as soon as documentation is received from the manufacturer, converts semi-structured and hand-written records into usable data, generates reports, and integrates with ERP and other downstream systems.
Go-to-market
Direct outreach to pharmaceutical manufacturers via the company's contact page, supported by case studies provided on request, and participation in the Techstars Seattle accelerator program.
Pharmaceutical manufacturers that must complete quality assurance documentation reviews before releasing drug products, including those holding large volumes of hand-written or legacy paper QA records.
Geography
Based in San Jose, California, United States.
History
The company's founder lists the role as beginning in November 2021, and it is based in San Jose, California. Silico Data Services appears in GeekWire's coverage tag associated with the Techstars Seattle accelerator and its demo day.
Compiled by commissioned research from 6 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Timeline · 1
launches, deals, and filingsSilico Data Services is listed by GeekWire among companies covered in connection with the Techstars Seattle accelerator cohort and its demo day.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
▸Research sources · 6
primary sources listed
- Silico Datasilicodata.com · web
6 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Silico Data do?
- Silico Data Services builds QSight, an AI/ML tool that automates pharmaceutical quality assurance document review.
- Who are Silico Data's investors?
- Silico Data's investors include Techstars.
- Where is Silico Data headquartered?
- Silico Data is headquartered in San Jose, US.