Logically

Corporate brand

Logically is a British technology company that combines artificial intelligence, data analysis, and human fact-checking to identify and counter online misinformation and disinformation.

Last updated October 14, 2026

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Overview

Logically is a British multinational technology startup focused on detecting, investigating, and countering misinformation and disinformation. Founded in 2017 by Lyric Jain, the company developed a hybrid model that combines automated analysis of online claims with human researchers and fact-checkers. Its stated objective is not simply to classify isolated statements, but to identify recurring narratives, assess the credibility and provenance of information, and help governments, nongovernmental organisations, media companies, and digital platforms respond to harmful or coordinated information activity. The company’s origin was partly personal and partly political. Jain has described how misinformation encountered by his grandmother influenced her decision to replace conventional cancer treatment with unproven alternatives. He also observed the rapid circulation of misleading political claims in the United Kingdom around the 2016 Brexit referendum. An MIT grant helped support the company’s early development. Logically initially operated in Britain and had employed about 30 people there by 2019. It expanded into India in early 2019, recruiting a large fact-checking and research workforce, particularly in Mysore and Bangalore. Its broader international footprint later included offices in London and Virginia, alongside its base in Brighouse, England. Logically raised $7 million in a 2019 seed round and a further €2.77 million in 2020, with the latter round including support from the Northern Powerhouse Investment Fund and XTX Ventures. By 2020, the business had approximately 100 employees. In July 2022, it received $24 million from the Alexa Fund, Amazon’s venture capital investment arm. At that point, Logically reported 175 employees across its United States, United Kingdom, and Indian operations. The company’s principal customers were described as government organisations in the United States, United Kingdom, and India, although it also marketed services to commercial brands concerned about reputational attacks, manipulated narratives, or hostile activity by competitors. Its product and research portfolio has included Logically Facts, a fact-checking operation certified by the International Fact-Checking Network in 2020, with renewals in 2021 and 2023, and Logically Intelligence, launched in March 2021. Logically Intelligence was designed to collect information from large numbers of websites and social platforms, use algorithms to identify potentially harmful or coordinated content, and organise related material into narrative groups. The company has said that human experts remain central to decisions because automated systems can miss context, irony, ambiguity, and evolving forms of manipulation. It also stated that client uses outside misinformation monitoring required review by an ethics board. Logically has investigated health misinformation, conspiracy movements, extremist propaganda, election-related narratives, Russia-linked information operations, and Chinese messaging concerning the Fukushima wastewater release. Its work has been cited by media organisations including the BBC and The Guardian, and it has supplied research or moderation-related services to platforms including TikTok. The company also operated a browser extension from 2020 to 2022 that helped users assess the credibility of online articles and claims. The business has attracted scrutiny because its work sits at the intersection of technology, government contracting, platform moderation, and freedom of expression. In 2023, reporting by The Daily Telegraph stated that Logically had received more than £1.2 million from the UK government for online analysis of disinformation terms, including narratives relating to COVID-19 restrictions and vaccines, alongside a partnership involving Facebook. In August 2024, Logically acquired Barcelona-based Insikt AI, bringing co-founders Jennifer Woodard and Guillem Garcia into senior artificial-intelligence and data-science roles. In July 2025, reports said that Logically had lost contracts with TikTok and Meta Platforms and had been sold to Kreatur Ltd through an administration process. The company’s present operating status, ownership structure, and continuity after those events are not sufficiently established by the supplied materials.

History

Logically was founded in Britain in 2017 by Lyric Jain. Jain has connected the company’s creation to two experiences: the effect of health misinformation on his grandmother, who reportedly abandoned conventional cancer medication for unproven alternatives, and the intense circulation of misleading political claims during the Brexit referendum period. An MIT grant helped the startup begin operations. The early company concentrated on combining software with human research. By 2019 it employed around 30 people in Britain and expanded into India, recruiting approximately 40 staff for fact-checking and related work. India subsequently became one of the company’s principal research locations, with offices or operations in Mysore and Bangalore, while the company maintained a British base and later developed a presence in London and Virginia. Logically raised $7 million in a 2019 seed round. In 2020 it raised a further €2.77 million, including money from the Northern Powerhouse Investment Fund and XTX Ventures. Its workforce was reported at roughly 100 employees that year. In July 2020, Logically Facts received certification from the International Fact-Checking Network. The certification was renewed in September 2021 and January 2023. The company also offered a browser extension between August 2020 and June 2022, allowing users to examine the credibility of web articles and access claim checks. Logically launched Logically Intelligence in March 2021. The service was aimed at governments and nongovernmental organisations seeking to monitor and counter online misinformation. It gathered material from thousands of websites and social platforms, used automated systems to identify potentially dangerous or coordinated content, and arranged related items into narrative clusters. Logically described its approach as human-machine collaboration: algorithms could filter and prioritise claims, but trained researchers supplied contextual judgment and made or reviewed substantive assessments. The company also stated that an ethics board was required to approve uses that departed from misinformation monitoring. The company’s investigations covered health misinformation, extremist communities, geopolitical narratives, and platform-based influence activity. It helped The Guardian challenge a claim that 5G technology was connected to vaccination tracking. Its researchers identified the person behind the GhostEzra QAnon account in 2021 and analysed the German outlet Disclose.tv in 2022. Logically’s work on pro-Russian narratives about Ukraine was cited by the BBC, and its research on online messaging surrounding the Fukushima water discharge was discussed in 2023 reporting. In July 2022, Logically received $24 million from the Alexa Fund, Amazon’s venture investment arm. The company then reported 175 employees across the United States, United Kingdom, and India. It said that its principal clients were governments in those markets, while also serving brands concerned about reputational attacks and hostile commercial information campaigns. Its work for or alongside major digital platforms placed it within the expanding ecosystem of third-party misinformation research and content-moderation support. The company’s public-sector relationships later became controversial. In June 2023, The Daily Telegraph reported that Logically had been paid more than £1.2 million by the UK government to analyse online disinformation terms, including narratives about COVID-19 restrictions and vaccines, in the context of a partnership involving Facebook. Such work raised broader questions about government-funded monitoring, platform governance, transparency, and the boundary between countering false information and influencing lawful speech. In August 2024, Logically acquired Insikt AI, a Barcelona-based artificial-intelligence company. Insikt’s co-founders, Jennifer Woodard and Guillem Garcia, joined Logically, with Woodard becoming Vice President of Artificial Intelligence and Garcia becoming Head of Data Science. In July 2025, reports said that Logically had lost contracts with TikTok and Meta Platforms and had been sold to Kreatur Ltd through an administration process. The supplied reference material does not establish whether the Logically brand continued operating unchanged after that transaction, so its current status remains uncertain.

2025
Reported contract losses and sale
[1]Logically (company)en.wikipedia.org
Reports describe the loss of TikTok and Meta contracts and a sale to Kreatur Ltd through an administration process.
2024
Insikt AI acquisition
[1]Logically (company)en.wikipedia.org
Logically acquires Barcelona-based Insikt AI and adds its founders to the company’s technical leadership.
2022
Alexa Fund investment
[1]Logically (company)en.wikipedia.org
Amazon’s Alexa Fund provides $24 million in funding.
2021
Logically Intelligence launches
[1]Logically (company)en.wikipedia.org
Logically introduces a narrative-monitoring and analysis service for governments and nonprofit organisations.
2020
Further financing and workforce growth
[1]Logically (company)en.wikipedia.org
Logically raises €2.77 million and reaches approximately 100 employees.
2020
Logically Facts certification
[1]Logically (company)en.wikipedia.org
The company’s fact-checking unit receives International Fact-Checking Network certification.
2019
Indian operations begin
[1]Logically (company)en.wikipedia.org
Logically expands to India and recruits a substantial fact-checking workforce.
2019
Seed financing
[1]Logically (company)en.wikipedia.org
The company raises $7 million in seed funding.
2017
Logically is founded
[1]Logically (company)en.wikipedia.org
Lyric Jain establishes Logically in Britain as a company focused on identifying and countering online misinformation.

Products and positioning

A hybrid information-integrity and intelligence provider that combines machine-assisted discovery with expert human verification. Logically positions itself between conventional fact-checking, online threat intelligence, platform content moderation, and public-sector disinformation analysis.

Fact-checking service · 2020
Logically Facts
Logically Facts is the company’s fact-checking and verification operation. It uses researchers and subject-matter specialists to assess claims, provide contextual explanations, and investigate recurring misinformation themes. The unit received International Fact-Checking Network certification in 2020, with renewals reported in 2021 and 2023. Its work has covered public-health claims, conspiracy theories, extremist propaganda, and geopolitical narratives.
Disinformation intelligence platform · 2021
Logically Intelligence
Launched in 2021, Logically Intelligence was designed for governments and nongovernmental organisations. It collects material from websites and social platforms, applies automated analysis to identify potentially harmful or coordinated content, and groups related items into narratives. The service was positioned as a decision-support system rather than a fully autonomous adjudicator, with human analysts supplying context and reviewing conclusions.
Consumer browser tool · 2020
Logically browser extension
Logically offered a browser extension from August 2020 until June 2022. The tool was intended to help users assess the credibility of online articles and find fact-checks or related claim information while browsing.
Artificial-intelligence software
AI-assisted claim analysis
Logically’s underlying technology is described as filtering claims against a database of previously checked facts and assigning an indicative likelihood of accuracy based on earlier claims and source credibility. Human fact-checkers then review the results, adding nuance and judgment that automated matching alone may not provide.

Controversies

2023
Scrutiny over UK government-funded monitoring
The Daily Telegraph reported that Logically received more than £1.2 million from the UK government to analyse online disinformation terms, including COVID-19-related anti-lockdown and vaccine narratives, alongside a Facebook partnership. The report prompted scrutiny of the company’s public-sector role and the transparency and civil-liberties implications of government-supported information monitoring.
Source

2023Fukushima wastewater narrative analysis
China · Japan · International online platforms
Logically reported on a Chinese disinformation campaign associated with Japan’s discharge of treated water from the Fukushima Daiichi nuclear plant.
Outcome. Coverage cited by The New York Times noted that Chinese state media omitted important context even where it did not directly publish false claims.
Source
2022Ukraine-related propaganda research
Europe · International online platforms
Logically analysed the growth of pro-Russian accounts and narratives portraying Ukraine through Nazi-related allegations after Russia’s invasion.
Outcome. The research was cited by the BBC in reporting on the information environment surrounding the invasion.
Source
2021QAnon and GhostEzra investigation
United States · International online communities
Logically researchers investigated the identity and activity of the GhostEzra QAnon influencer, connecting the account to Robert Smart and documenting its circulation of antisemitic conspiracy theories and extremist propaganda.
Outcome. The investigation publicly attributed a prominent anonymous account and described its role in conspiracy-oriented online communities.
Source
2020COVID-19 misinformation monitoring
United Kingdom · International online platforms
Logically investigated and monitored online narratives related to the COVID-19 pandemic, including anti-lockdown and anti-vaccine claims.
Outcome. The work contributed to the company’s public-health misinformation research and later became part of scrutiny of its UK government and platform relationships.
Source

Brand decisions

2025
Reported sale during an administration processM&A
Background
Reports stated that Logically lost contracts with TikTok and Meta Platforms in 2025.
Action taken
The company was reportedly sold to Kreatur Ltd as part of an administration process.
Aftermath
The supplied materials do not establish the terms of the sale, the extent of operational continuity, or whether the Logically brand remained active under the new ownership.
Source
2024
Acquisition of Insikt AIM&A
Background
Logically sought to strengthen its artificial-intelligence and data-science capabilities.
Action taken
The company acquired Barcelona-based Insikt AI and added co-founders Jennifer Woodard and Guillem Garcia to senior technical positions.
Aftermath
Woodard became Vice President of Artificial Intelligence and Garcia became Head of Data Science. The supplied materials do not provide transaction terms.
Source
2022
Expansion of public- and private-sector intelligence servicesStrategy
Background
By 2022, Logically was serving government customers in the United States, United Kingdom, and India while also pursuing commercial brand-protection work.
Action taken
The company expanded its positioning as an information-integrity and digital-risk provider, combining automated discovery with human analysis.
Aftermath
Its broader customer base increased the company’s profile but also exposed it to scrutiny over platform moderation, government contracting, and the use of AI in speech-related decisions.
Source
2021
Launch of Logically IntelligenceProduct launch
Background
The company sought to move beyond individual fact-checks toward systematic monitoring of online narratives and coordinated information activity.
Action taken
Logically introduced a service that collected online material, used algorithms to identify potentially harmful content, and organised related items into narrative groups for institutional clients.
Aftermath
The product broadened Logically’s role from fact-checking into public-sector and platform-oriented intelligence and monitoring.
Source

Recent events

2025
Logically reportedly loses platform contracts and enters an administration-related sale[1]Logically (company)en.wikipedia.org
M&A · Bankruptcy · Leadership change
Reports stated that Logically lost contracts with TikTok and Meta Platforms and was sold to Kreatur Ltd as part of an administration process.
2024
Logically acquires Insikt AI[1]Logically (company)en.wikipedia.org
M&A
Logically acquired the Barcelona-based artificial-intelligence company Insikt AI and brought its co-founders into senior roles.
2023
Logically reports on Fukushima-related information activity[1]Logically (company)en.wikipedia.org
Other
Logically described a Chinese information campaign concerning Japan’s discharge of treated water from the Fukushima Daiichi nuclear plant, while reporting cited by The New York Times distinguished omission of context from outright fabrication by Chinese state media.
2022
Logically publishes research on Disclose.tv[1]Logically (company)en.wikipedia.org
Other
The company examined the German online outlet’s role in disseminating material followed by Holocaust deniers and neo-Nazi communities.
2022
Logically receives $24 million from the Alexa Fund[1]Logically (company)en.wikipedia.org
Other
Amazon’s Alexa Fund invested $24 million in Logically as the company expanded its international workforce and public- and private-sector services.
2022
Logically research is cited in coverage of Ukraine-related propaganda[1]Logically (company)en.wikipedia.org
Other
The BBC cited Logically’s research on the growth of pro-Russian accounts portraying Ukraine through Nazi-related narratives after Russia’s invasion.
2021
Logically launches Logically Intelligence[1]Logically (company)en.wikipedia.org
Product launch
The company introduced a service for public-sector and nonprofit users that groups online material into potentially harmful information narratives.
2021
Logically identifies a QAnon influencer[1]Logically (company)en.wikipedia.org
Other
Researchers attributed the identity of the GhostEzra account to Robert Smart, linking the prominent QAnon influencer to antisemitic conspiracy content and extremist propaganda.
2020
Logically Facts receives fact-checking certification[1]Logically (company)en.wikipedia.org
Other
Logically’s fact-checking unit was certified by the International Fact-Checking Network, with renewals reported in 2021 and 2023.
2020
Logically raises additional financing[1]Logically (company)en.wikipedia.org
Other
The company raised €2.77 million from investors including the Northern Powerhouse Investment Fund and XTX Ventures.

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