Latent Knowledge Solutions
Techstars '23Redfern, AU · Founded 2021 · 1 known investors
Find your way into Latent Knowledge Solutions
Latent Knowledge builds LitView, a semantic search and knowledge-graph tool that lets researchers search and reason over biomedical literature as a connected network of papers rather than a keyword-ranked list. It serves academic and enterprise research teams with features for field orientation, novelty validation, evidence-cited synthesis, and keeping literature reviews current.
Also known as Latent Knowledge · LitView
Founders & leadership
Latent Knowledge Solutions was founded in 2021 by James Reilly.
Investors · 1
How we know: the Techstars portfolio · open dataset · Top 3000 Accelerator Startups (no YC) 2026-08 · Not right? Tell us
Reported raises · per SEC filings
Form D private placements$483.9K disclosed across 2 rounds · 2022–2023
▶$333.9KraisedMar 2025 · 16 investors · OtherRule 506(b)
- James ReillyExecutive Officer, Director
- Offering amount
- $2M
- Amount sold
- $333.9K
- First sale
- Feb 2023
- Incorporated
- Corporation, Delaware, 2021
- Federal exemptions
- 06b
▶$150KraisedNov 2022 · 14 investors · OtherRule 506(b)
- James LeRoy ReillyExecutive Officer, Director
- Offering amount
- $150K
- Amount sold
- $150K
- First sale
- Aug 2022
- Incorporated
- Corporation, Delaware, 2022
- Federal exemptions
- 06b
Source: SEC EDGAR Form D. Amounts as filed; amended filings shown once at their latest values.
Company profile
researched Sep 2026Latent Knowledge Solutions is a software company developing LitView, a semantic search and knowledge-graph product that presents biomedical literature as a connected network of papers rather than a ranked list of keyword matches. The tool is aimed at supporting tasks such as orienting within a research field, validating the novelty of a research direction, producing evidence-cited synthesis, and keeping literature reviews up to date.
The company is associated with the data visualization, natural language processing, information technology and SaaS categories, and is offered as a software-as-a-service product to research teams.
Business model
Software-as-a-service tooling sold to research organizations.
▸Full profile — market position, technology, go-to-market, geography
Market position
The company has been listed at seed stage and described as operating in stealth mode.
Technology
The product applies semantic search and knowledge-graph techniques, drawing on natural language processing, to represent a body of biomedical papers as an interconnected network that can be searched and navigated, with visualization of the resulting relationships.
Go-to-market
Academic and enterprise research teams working with biomedical literature.
Geography
Locations associated with the company include Redfern, New South Wales, Australia and New York, New York, United States (including Union Square).
Compiled by commissioned research from 1 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.
Competitors · 4
by search overlapCompanies competing with Latent Knowledge Solutions for the same Google search keywords, organic and paid, via search-intersection analysis.
▸Research sources · 1
primary sources listed
- Latent Knowledge Solutionsjobs.techstars.com · web
1 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Latent Knowledge Solutions do?
- Latent Knowledge Solutions builds LitView, a semantic search and knowledge-graph tool for biomedical literature.
- Who founded Latent Knowledge Solutions?
- Latent Knowledge Solutions was founded by James Reilly in 2021.
- Who are Latent Knowledge Solutions's investors?
- Latent Knowledge Solutions's investors include Techstars.
- How much funding has Latent Knowledge Solutions raised?
- Latent Knowledge Solutions has disclosed $483.9K raised across 2 rounds.
- Where is Latent Knowledge Solutions headquartered?
- Latent Knowledge Solutions is headquartered in Redfern, AU.





