human-centered-ai
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Inflection AI
Inflection AI is a Palo Alto-based artificial intelligence company, structured as a public benefit corporation, founded in 2022 by Mustafa Suleyman, Reid Hoffman, and Karen Simonyan. Originally known for the empathetic consumer chatbot Pi and its Inflection large language models, the company was reshaped in March 2024 after Microsoft licensed its technology for roughly $650 million and hired most of its team. Under CEO Sean White, Inflection re-founded itself as an enterprise-focused AI provider, selling data-secure, customizable models (Inflection 3.0) that let organizations own their intelligence, data, and infrastructure - including an on-premises appliance developed with Intel.
EdConnective
EdConnective is a Richmond, Virginia edtech company that delivers virtual-first, one-to-one instructional coaching for teachers, coaches, and school leaders. Founded by Will Morris, it records classroom instruction, has expert coaches analyze the footage, and returns bite-sized, actionable video feedback within about 48 hours - turning district priorities into everyday classroom practice. The company reports roughly 35-40% gains in student engagement, rigor, and content mastery, and pairs its coaching with interactive workshops and PLC facilitation for educator teams.
IPMD, Inc.
IPMD, Inc. is a San Mateo-based emotional AI company building software that reads human feelings from faces, voice, and language. Its flagship platform, Project M - now evolving into EchoAI - uses custom CNN-based deep learning to classify eight core emotions across roughly 400,000 intensity variations, reporting up to 96% ROC/AUC accuracy. Founded in 2016 out of UC Berkeley after the loss of a student to depression, IPMD applies its 'human-centered' emotional AI to telemedicine, mental-health support, and hiring, and is pursuing an FDA-regulated medical-device pathway.
Imbue
Imbue is a San Francisco AI research lab building agents that can reason and code. Founded in 2021 as Generally Intelligent and renamed in 2023, the company is led by CEO Kanjun Qiu and CTO Josh Albrecht. After a $200M Series B that valued it above $1B, Imbue is focused on practical agent tools - most visibly Sculptor, a UI for running parallel coding agents safely in containers - guided by a mission to keep humans in control of powerful AI.
Vianai Systems, Inc.
Vianai Systems is a Palo Alto-based enterprise AI company founded by Dr. Vishal Sikka - former CEO of Infosys and CTO of SAP - that builds human-centered AI platforms designed to make generative AI genuinely useful at scale. Its flagship product, hila, is a conversational AI analytics platform that lets C-suite executives query enterprise data in plain language, while its broader MLOps platform handles model explainability, drift detection, bias monitoring, and automatic retraining across industries including financial services, manufacturing, aerospace, and defense. Backed by $440 million in funding including investment from SoftBank Vision Fund 2, Vianai partners with TCS, Google Cloud, Cognizant, and Boomi to deploy trusted, responsible AI for the world's largest enterprises.