Recent AI & Machine Learning Acquisitions in Pennsylvania
Acquisition Volume in AI & Machine Learning in Pennsylvania by Year
Last 5 years
Pennsylvania has seen a focused set of AI & machine learning acquisitions spanning predictive analytics, speech and transcription, fleet forecasting, and computer vision. Recent transactions reflect how buyers are adding domain-specific AI capabilities—often built for real-world operational workflows—to existing platforms and product suites.
Across the listed deals, buyers include Gloo, Medallia, Inc., Trive Capital, Motive, and Standard Cognition. Targets range from Carnegie Mellon-origin AI startups to Pittsburgh-based technology firms, with investment theses commonly centered on scaling talent and technology while enhancing analytics, personalization, or decision support for commercial and defense or customer-experience use cases.
What Stands Out
- Motive acquired InceptEV, adding battery intelligence and machine-learning EV forecasting to improve range prediction and fleet routing.
- Medallia, Inc. acquired Voci Technologies to incorporate real-time speech-to-text and deep-learning transcription into the Medallia Experience Cloud.
- Gloo acquired withSoul, bringing AI content ingestion, enrichment, and personalization tools for Christian publishers and ministries.
- Standard Cognition acquired Explorer.ai to strengthen indoor-mapping and computer-vision capabilities tied to autonomous checkout and larger retail expansion.
- Trive Capital invested in PavCon, supporting growth for predictive analytics and decision-support software serving U.S. defense customers (terms not disclosed).
-
February 12, 2026
- Buyer
- Trive Capital
- Target
- PavCon
- Industry
- AI & Machine Learning
- Location
- Pennsylvania, United States
- Type
- Growth capital
Dallas-based private equity firm Trive Capital has made an investment in PavCon, a provider of predictive analytics and decision‑support software serving U.S. defense customers. The partnership will fund PavCon’s growth—investing behind its talent, technology and scalable operating model—to accelerate delivery of AI-driven predictive solutions; financial terms were not disclosed.
-
June 17, 2025
- Buyer
- Motive
- Target
- InceptEV
- Industry
- AI & Machine Learning
- Location
- Pennsylvania, United States
- Type
- Buyout
Motive, the AI-powered integrated operations and fleet management platform, has acquired InceptEV, a Carnegie Mellon–origin battery intelligence startup. The deal brings patented battery intelligence and machine-learning EV forecasting capabilities into Motive's platform to improve EV range prediction, route planning, and electrification cost forecasting for commercial fleets.
-
September 30, 2024
- Buyer
- Gloo
- Target
- withSoul
- Industry
- AI & Machine Learning
- Location
- Pennsylvania, United States
- Type
- Buyout
Gloo, the Boulder-based faith-technology platform, has acquired withSoul, an AI startup founded by Jake Klinvex and Alex Cook that builds AI-powered content ingestion, enrichment and personalization tools for Christian publishers and ministries. The deal brings withSoul’s AI capabilities into Gloo’s growing suite of faith-aligned AI products (including the AI Data Engine, Aspen AI and CALLM) to deepen personalization and publisher support across Gloo’s ecosystem.
-
April 22, 2020
- Buyer
- Medallia, Inc.
- Target
- Voci Technologies
- Industry
- AI & Machine Learning
- Location
- Pennsylvania, United States
- Type
- Buyout
Medallia, the San Francisco–based experience management SaaS provider, agreed to acquire Pittsburgh-based Voci Technologies, a real-time speech-to-text and AI transcription platform, for approximately $59 million in cash. The deal, announced April 22, 2020, is expected to close in May 2020 and will integrate Voci's real-time speech-to-text and deep-learning capabilities into the Medallia Experience Cloud to enhance contact-center analytics and customer experience insights.
-
January 7, 2019
- Buyer
- Standard Cognition
- Target
- Explorer.ai
- Industry
- AI & Machine Learning
- Location
- Pennsylvania, United States
- Type
- Buyout
Standard Cognition acquired Explorer.ai, a Carnegie Mellon–founded robotic mapping and computer vision startup, bringing the team's indoor-mapping technology and seven engineers into Standard to accelerate its autonomous checkout rollout. The acquisition adds mapping capabilities used for autonomous vehicles and in-store mapping, enabling faster store mapping and expansion into larger retail formats.
Track M&A activity that matters to you
Get real-time deal alerts, build buyer lists with AI, and access our full acquisition database. Start your free trial today.
Frequently Asked Questions
Which companies are recurring buyers in Pennsylvania AI & machine learning deals?
The page highlights recurring buyer names including Gloo, Medallia, Inc., Trive Capital, Motive, and Standard Cognition.
What types of AI capabilities are showing up most often?
Common capability themes include predictive analytics/decision support, battery intelligence and EV forecasting, speech-to-text and AI transcription, AI-driven content personalization, and robotic indoor mapping/computer vision.
Where are the acquisitions located within Pennsylvania?
The deals reference Pennsylvania, United States, including Pittsburgh-based Voci Technologies and Carnegie Mellon–origin InceptEV and Explorer.ai teams.
Do all deals disclose financial terms?
No. For example, Trive Capital’s investment in PavCon notes that financial terms were not disclosed, while Medallia, Inc.’s acquisition of Voci Technologies references approximately $59 million in cash.