CompaniesInvestorsPeople
Home
Loading

aVenture is in Beta: research coverage is expanding as we build, so please independently verify key details before making investment decisions.

aVenture is in Beta: research coverage is expanding as we build, so please independently verify key details before making investment decisions.

Get in Touch

  • Contact

  • Request a Demo

  • Request Data Updates

  • Add a Company

Research

  • Companies

  • Investors

  • People

aVenture

  • Download App

  • Pricing

Download the aVenture Research beta for iOS and iPadOSDownload aVenture Research on the Mac App Store

Resources

  • Documentation

  • Use Cases

  • CLI

  • MCP

  • Feature Requests

  • Sitemap

Member

Backed by

Ask AI about aVenture

© aVenture Investment Company, 2026. All rights reserved.

San Francisco, CA, USA

Privacy · Terms of Service

aVenture Investment Company ("aVenture") is an independent research platform providing detailed analysis and data on startups, venture capital investments, and key industry individuals. It is not a registered investment adviser, broker-dealer, or investment advisor and does not provide investment advice or recommendations. The data provided by aVenture does not constitute recommendations or advice, whether by methodology, analysis, AI-generated content, or a statement written by a staff member of aVenture.

aVenture is not affiliated with any of the people, companies, organizations, government agencies, regulatory bodies, or investment funds we provide coverage for on this site unless explicitly stated otherwise. Users assume full responsibility for decisions made based on information obtained from this platform. Links to external websites do not imply endorsement or affiliation with aVenture. Any links that provide the ability to invest in a primary or secondary transaction in a company are for convenience only and do not constitute solicitations or offers to buy or sell an investment. Investors should exercise heightened precaution and due diligence when investing in private companies, especially those not independently audited.

While we strive to provide valuable insights with objectivity and professional diligence, we cannot guarantee the accuracy of the information provided on our platform. Before making any investment decisions, you should verify the accuracy of all pertinent details for your decision. To the fullest extent permitted by law, aVenture shall not be liable for any direct, indirect, incidental, consequential, or financial damages arising from use of this site, whether by consumers of its contents directly or by persons or organizations covered by our research, even if we are advised of the possibility. Our best-efforts processes and correction request forms do not create a warranty or duty of care.

Profiles on this platform may include content generated in part by large language models (LLMs, artificial intelligence) that aggregate publicly available sources (e.g., SEC EDGAR, public filings, press releases). Source attribution is provided where known; always verify statements and claims here against original sources before relying on any data. Content on our site may contain inaccuracies, omissions, or what are commonly called 'hallucinations' if generated in part or in full by AI / LLMs. The risk can also exist even when content is written by a human, as internal and third-party sources may also have inaccuracies for the same or different reasons. While we randomly audit a proportion of content, this is not exhaustive.

We recommend that an independent auditor be hired to verify the accuracy of the information before relying on it for any sensitive decisions. By accessing this platform, you agree not to rely solely on any information generated by AI, aggregated, or sourced or written otherwise on this site, for investment, financial, or other decisions. aVenture assumes no responsibility for inaccuracies, omissions, or hallucinations. You must independently verify all data from primary sources. Use of this platform constitutes your waiver of claims for reliance-based damages, including negligent misrepresentation. To report an error, request a correction, or dispute information about a company or individual, contact us via our request data updates form.

Loading
Loading
Home
News
Thought Industries’ Lens checks product knowledge for conflicts before customers see it

From SiliconANGLE

By Duncan Riley

October 20, 2026

Thought Industries’ Lens checks product knowledge for conflicts before customers see it

Thought Industries’ Lens checks product knowledge for conflicts before customers see it

Customer learning software company Thought Industries Inc. today launched Lens, an artificial intelligence product that checks a business’ product knowledge for conflicts before it reaches customers.

Thought Industries Academy, its existing course software, joins Lens in a new Customer Knowledge AI Platform.

The launch is seeking to take on the problem of knowledge silos. At many companies, customer and product knowledge lives wherever the team that produced it happens to work. Because AI tools now answer queries from customers from many of those separate sources, the same question can draw two different answers. Customers who get stuck between those answers adopt less of the product, the company said.

Lens connects to the places where business already keeps that material, the help center and product documentation among them. None of it has to move. On top sits what the company calls a governed knowledge layer, where agents inside Lens look for sources that disagree. The business sets the trust rules in plain language. When a product changes, the agents work to bring the affected guidance up to date.

Customers can get answers from Lens inside the product itself or through whatever AI assistant they prefer. The agents can also complete workflows. Logged questions show businesses which parts of a product keep tripping customers up.

Checking for conflicts between sources is what Thought Industries says existing tools lack. It sees Model Context Protocol connectors and the AI built into individual systems as mostly finding information. Chief Executive Irana Wasti said search and retrieval alone do not settle which source is right.

“When every agent is working from a different version of product knowledge, they can simply spread wrong answers faster,” she said. Customers who do get what they need “use more, buy more and stay longer,” according to Wasti.

The Linux Foundation, which runs training and certification programs for open-source software, plans to use Lens. Clyde Seepersad, senior vice president and general manager of education there, said the information its users search for often sits in systems beyond the courseware. The foundation keeps control over what gets surfaced, he said, and the questions coming in should give it “a much clearer picture of what customers need.”

Thought Industries is also changing how it describes its own business. Customer and product leaders are now the stated audience, and the pitch centers on turning scattered knowledge into a competitive advantage. Academy remains the piece that runs courses, learning paths and certifications, with AI recommending what a learner should take next.

Lens is available now in beta. Thought Industries is a private equity-backed company that has sold customer training software since 2013, and Luminate Capital Partners made a strategic growth investment in it in 2019.

View original article on siliconangle.com

Most Recent

Homebase launches AI assistant to take on scheduling and payroll for small business owners

Small business team management company Homebase today introduced Homebase Assistant, an artificial intelligence tool for owners who run hourly teams without a back office. Homebase bills it as the only AI built specifically for that market. Assistant targets the desk work that comes with running a s

Oct 20, 2026

AI startup Firefly secures $20M to make the physical world a safer place

The digital world has already become much smarter thanks to the rise of artificial intelligence, and now a startup called Firefly Technology Inc. wants to do the same for the physical world, beginning with workplace safety. It has just raised $20 million in funding via a Series A round to make that

Oct 20, 2026

AuxoAI raises over $20M to bring AI expertise to the enterprise and redesign how work gets done

AuxoAI Inc., an enterprise engineering and consulting company that helps large businesses build and deploy artificial intelligence systems, today announced it has raised $20.7 million in a Series A funding to accelerate growth and scale its enterprise AI consulting model. The company said it has spe

Oct 20, 2026

SmartBear’s BearQ adds Sources to find coverage gaps and Workflows to automate test runs

Software testing company SmartBear Software Inc. is pushing its BearQ agentic quality assurance system beyond test automation with two new capabilities released today. Both additions target the part of quality assurance that artificial intelligence has made more difficult by speeding up coding. Smar

Oct 20, 2026

Similar Posts

E-commerce AI startup Loops raises $3.5M to create smoother online shopping experiences

Agentic e-commerce startup Loops Smart AI wants to help online retailers create more seamless buying journeys and streamline the shopping experience after raising $3.5 million in seed funding today. Andreessen Horowitz’s a16z speedrun accelerator led the round, with NTT Docomo, Connecticut Innovatio

Oct 12, 2026

Salesforce just put its entire CRM inside Claude — and says you’ll never need its app again

Salesforce and Anthropic announced Tuesday a sweeping expansion of their partnership, called Claudeforce, that pushes the world's largest customer relationship management platform directly inside Claude — a tacit acknowledgment that the future of enterprise software may not involve enterprise softwa

Aug 26, 2026

Rockwell Automation Announces Acquisition of Knowledge Lens

Rockwell Automation acquired Knowledge Lens, a Bengaluru, India-based services and solutions provider that delivers actionable business insights from enterprise data, combining digital technologies with deep data science, artificial intelligence and engineering expertise.

Feb 28, 2023

Lightsage gets $4M in funding to help software makers sell directly to autonomous AI agents

Lightsage, an early-stage startup that’s helping software companies to sell their products to artificial intelligence agents, said today it has raised $4 million to spark a new era of “agent-led growth.” The seed funding round was led by Nexus Venture Partners and saw participation from a host of pr

Sep 8, 2026