/Companies

Latent Knowledge Solutions

Techstars '23

Redfern, 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.

JR
James ReillyFounder

Investors · 1

Techstarslisted by TechstarsBoulder · $220K

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 · Other
Rule 506(b)
Officers, directors & promoters on the filing
  • James ReillyExecutive Officer, Director
Offering amount
$2M
Amount sold
$333.9K
First sale
Feb 2023
Incorporated
Corporation, Delaware, 2021
Federal exemptions
06b
Full filing on SEC EDGAR ↗
▶$150KraisedNov 2022 · 14 investors · Other
Rule 506(b)
Officers, directors & promoters on the filing
  • James LeRoy ReillyExecutive Officer, Director
Offering amount
$150K
Amount sold
$150K
First sale
Aug 2022
Incorporated
Corporation, Delaware, 2022
Federal exemptions
06b
Full filing on SEC EDGAR ↗

Source: SEC EDGAR Form D. Amounts as filed; amended filings shown once at their latest values.

Company profile

researched Sep 2026

Latent 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 reported
Employee count rangeJan 202411-50
HeadcountAug 202631

Company-reported or press-reported figures, each dated to when it was claimed — not independently audited.

Competitors · 4

by search overlap

Companies competing with Latent Knowledge Solutions for the same Google search keywords, organic and paid, via search-intersection analysis.

▸Research sources · 1

primary sources listed

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.