Top Natural Language Processing Startups in 2026

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Attention automates work out of sales conversations. Our AI agent for sales transforms your calls into valuable insights and actions. Generate follow-up emails, update Salesforce, alert stakeholders of churn risk, create coaching scorecards and more. Revenue leaders have perfect visibility on their sales activity, providing them with accurate and updated enablement content and reports in minutes instead of days. Attention has helped 100+ sales teams close deals faster and boost revenue, join us now!

⛔️ The Global AgriFood Trade Runs on Blind Trust: $12 Trillion in Hidden Costs (source FAO), including √ Unverified Partners — every deal starts with guesswork and/ or fragmented data. This fuels a $2.5 trillion trade finance gap in underserved markets and drives transaction overhead up to 50% √ Food Fraud & Waste — $50 billion in annual losses from food fraud, fuelled by vulnerable paper trails. At the same time, 1.3 billion tonnes of food are wasted globally each year √ Market Access Barriers — SMEs (representing 70% of the market) are locked out by trust, cost, and compliance hurdles. Enterprises face scaling challenges due to shifting regulations, leading to 2.8 times higher non‑compliance costs and risking up to 25% of brand value ⚡️ Ukkoloo | Trust OS - The Decentralized Pre-deal Trust Infrastructure, protocol for Global AgriFood Security, Trade and Collaboration built on <Self-sovereign portable identity (DID)> — that acts as a legally recognized AgriFood trust asset - a single , cumulative anchor for product, financial, operational data, as well as verified credentials> Activate your DID : + Build and growth your digital cumulative reputation over time + issue and import verified credentials signed by third parties + Unlock tailored market intelligence — sharper as your trust profile grows + Create data-rich digital product twins (did-linked) + Activate hybrid specialized (did-linked) wallet for P2P deal + Deploy AI-driven semantic matching engine (federated, DID-anchored) + Secure P2P deals execution: collateral and arbitration + Connect with DID across partner platforms Join us - and let’s build Global AgriFood Trust infrastructure together

Our core platform blends a high-availability communication system with machine translation enabling on-demand interpretation across video, chat, phone and mobile. We're also providing back-end analytics that offer unique insights into business operations and customer demographics. Built on Ruby and powered by AWS, our platform leverages the connectivity power of Twilio combined with sophisticated queuing to ensure a 100% delivery rate. As we build our internal development team, there will be big opportunities to learn and solve sophisticated engineering problems.

A new kind of risk assessment and contract analytics platform

Mandelbulb Technologies is a dynamic force in the realm of Cloud Native, Data, and AI services. We specialise in delivering cutting-edge solutions tailored to the unique needs of businesses striving to implement or enhance their digital strategies. With a seasoned team boasting comprehensive knowledge in Microsoft Azure, Data Science, Business Intelligence, Lakehouse, SAP/ERP Analytics, IoT, Gen AI, Big Data, and Databricks, we bring a wealth of expertise to every project. Our Story Since our inception in 2021, Mandelbulb Tech has been at the forefront of innovation in data and cloud technologies. What began as a small team of 2 passionate technologists has evolved into an organization of ~100 passionate Data & AI engineers, dedicated to pushing the boundaries of data and enterprise cloud. In the last eighteen months, we've achieved numerous milestones, including. • Elected as Microsoft Solution Partner - Data & AI Azure • Elected as Microsoft Solution Partner - Digital & App Innovation Azure • Achieved Analytics on Azure Specialisation • Announced as Microsoft Fabric Featured Partner (3 times in a row) • Announced as Microsoft Global Finalist for Analytics Partner of the Year Award 2024 • Part of Microsoft Elite Partner Voice Program • Elected Partner for ADX (among 37 partners Globally to Microsoft) • Became Microsoft ISV Partner These successes have allowed us to expand our reach and serve Manufacturing, Retail, HealthCare, Fleet & Logistics, Energy, BFSI in new and exciting ways across the globe. As we look to the future, Mandelbulb is committed to remaining a pioneer in helping industries with innovative Cloud and AI Solutions, exploring new technologies and developing groundbreaking solutions that can help organizations to more effective, automated and can bring Data Driven culture. We're excited to continue our journey and help shape a better tomorrow for our customers and partners.

OpenAI, Google, and Anthropic all are using outmoded Tensor two dimensional models of machine learning. Their goal of responsible AI is impossible using this architecture so instead they make video game players and rather poor non-green language models. Instead Noonean is exploring three dimensional neural models of language and knowledge with the goal of producing responsible AI and Insight Engines, vast storages of knowledge that you communicate with through an AI. Our first products were radically more efficient and accurate language models and cognitive search engines. Now we are developing KM Engine for knowledge publishing and modeling and finally Sulu our full on insight engine for companies to mine their knowledge or self service knowledge portals.

Dyania’s mission is to deploy their medically specialized and proprietary Synapsis AI to automate manual chart review, one of the most inefficient and time-consuming processes in modern healthcare, thereby empowering clinicians to deliver optimal care, precisely when patients need it. Dyania’s system is being used at large healthcare systems to unlock enterprise-wide clinical trial pre-screening, run automated chart review for observational studies, and automate complex registry reporting, dramatically reducing manual workloads and ensuring more accurate and timely patient care.

GPTZero is building an internet for humans, by humans. Our goal is to build the verification layer for the world’s information. Our initial launch and call for AI transparency captured the nation’s attention. We’ve been covered on the front page of the NYT, WSJ, WaPo, Fox, NPR, and CNN, 6x on the BBC, and internationally in 30 countries. Our team comes from high-performing engineering cultures, including Uber, Meta, Microsoft, Affirm, and leading AI research labs, including Princeton, Caltech, Vector, and MILA. We are working on novel models and pushing cutting-edge research to production, including AI detection, AI hallucination detection, retrieval augmented generation, and writing stylometry to over 3 million active users, and enterprise clients including Fortune 1000 and Unicorn AI companies. We are backed by some of the best in the valley, including Uncork, Neo, Altman Capital, and in journalism, including Mark Thompson (CEO of NYT, BBC, CNN) and Tom Glocer (CEO of Reuters) who defined a generation of quality digital information. Underneath the headlines, we are a nerdy and fun-loving group looking for people who are passionate about our mission to join us!