Persist AI vs IBM
Side-by-side comparison of AI visibility scores, market position, and capabilities
AI-powered long-acting injectable drug formulation platform cutting development from 5 years to 2; $12M Series A with Eli Lilly investment competing in microsphere CDMO development.
About
Persist AI is a pharmaceutical formulation company operating an AI-powered drug formulation platform with robotic cloud lab capabilities — specializing in the development of long-acting injectable (LAI) microsphere formulations that can deliver drug release over weeks or months (up to one year), addressing the adherence challenges of daily oral medications for chronic conditions including mental health, addiction, HIV, contraception, and oncology. Founded in 2022 and backed by $16 million including a $12 million Series A led by Spero Ventures with participation from Eli Lilly, Persist AI accelerates drug development timelines by approximately 50%, reducing typical 5-year formulation development to 2 years.\n\nPersist AI's platform combines AI-driven formulation design (predicting which polymer/drug/process combinations will achieve target release profiles) with robotic laboratory execution (automated synthesis and testing of formulation candidates) and analytics that identify optimal formulations faster than traditional trial-and-error approaches. The microsphere technology encapsulates drug molecules in biodegradable polymer spheres that gradually release the drug as the polymer degrades — a proven technology (Risperdal Consta, Lupron Depot) but one that takes years to develop with traditional methods. Eli Lilly's participation as an investor signals pharma validation of the platform approach.\n\nIn 2025, Persist AI competes in the drug formulation and CDMO (contract development and manufacturing) market with EVO Pharma, Polymeropoulos (a long-acting injectable specialist), and larger CDMOs including Lonza and Catalent for LAI microsphere development services. The long-acting injectable market is growing as mental health conditions (schizophrenia, bipolar) see improved outcomes with LAI antipsychotics that eliminate the adherence problem — patients who receive monthly or quarterly injections have significantly better medication compliance than those taking daily pills. The 2025 strategy focuses on growing pharma company partnerships for LAI development projects, advancing internal pipeline candidates toward clinical trials, and building the manufacturing scale-up capabilities needed for commercial supply.
Armonk NY hybrid cloud and enterprise AI (NYSE: IBM) at $62.8B revenue; $6B+ generative AI bookings, record $12.7B free cash flow 2024, DataStax acquisition for watsonx vector database competing with Microsoft Azure for enterprise AI.
About
International Business Machines Corporation (IBM) is an Armonk, New York-based global technology and consulting company — publicly traded on the New York Stock Exchange (NYSE: IBM) as an S&P 500 component — providing hybrid cloud infrastructure, artificial intelligence software, and enterprise IT consulting through approximately 270,300 employees in 170 countries with $62.8 billion in annual revenue. Founded on June 16, 1911, as Computing-Tabulating-Recording Company through a merger orchestrated by financier Charles Ranlett Flint, renamed IBM in 1924 under Thomas Watson Sr., IBM has undergone multiple strategic transformations over its 110+ year history: building the System/360 mainframe platform (1964), launching the IBM PC (1981), selling the PC division to Lenovo (2005, $1.75B), and completing the $34 billion Red Hat acquisition (2019) that repositioned IBM as a hybrid cloud platform company. CEO Arvind Krishna (appointed April 2020) has focused IBM's strategy on three areas: hybrid cloud (powered by Red Hat OpenShift, the enterprise Kubernetes platform), AI (the watsonx platform for enterprise AI model development and deployment), and enterprise consulting. Under Krishna, IBM recorded $12.7 billion in free cash flow in 2024 (a company record), surpassed $6 billion in generative AI bookings since June 2023, and saw the stock price double — trading at all-time highs through 2024-2025. IBM announced the DataStax acquisition in 2025 to deepen watsonx's data layer with AstraDB (vector database for AI applications), DataStax Enterprise (Apache Cassandra), and Langflow (low-code AI agent development).
AI Visibility Head-to-Head
Key Details
Also Compare
Track AI Visibility in Real Time
Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.