Assertion AI automates the full machine‑learning workflow by turning a data dictionary or schema into a ready‑to‑run Jupyter notebook containing production‑grade SQL and Python code. Users specify their prediction target, and the platform selects the appropriate modeling framework, generates transparent, editable code, and supports deployment via a web portal or API, eliminating manual feature engineering and extensive coding.

Augment provides a unified decision platform that integrates an Expert Language Model and multi-agent systems to streamline complex B2B sales workflows. This platform analyzes buyer signals and conversational intelligence to automate follow-through and generate real-time recommendations for sales teams. The system aims to accelerate deal velocity by aligning stakeholders, governing domain-specific language, and providing actionable insights within existing operational tools.

Caddi utilizes AI-powered automation to streamline repetitive tasks for service professionals, enabling them to eliminate non-billable hours and reduce overhead costs. By automating processes such as data syncing and client onboarding, Caddi allows users to focus on client engagement and improve operational efficiency.

Cadstrom offers an automated validation platform that analyzes PCB schematics, component datasheets, and SPICE simulations to detect thousands of electrical issues that manual checklists often miss. By delivering deterministic, human‑readable reports based on industry best‑practice rules, it integrates with existing EDA tools to speed up design reviews, cut costly respins, and give hardware teams confidence in their releases.

CalmWave utilizes Transparent AI to optimize medical device alarm parameters in hospitals, significantly reducing non-actionable alarms that contribute to clinician burnout and patient distress. By analyzing real-time data from vital signs and EMR systems, CalmWave enhances clinical efficiency and improves patient outcomes through tailored alarm settings.

Casium provides expedited and transparent immigration services utilizing a network of licensed legal partners for founders, STEM employers, and global top talent. The platform streamlines the visa application process, offering clear, upfront pricing and tailored strategies for various temporary work visas and employment-based green cards. This expert-led approach accelerates filings to help international professionals secure their path to building and working in the U.S.

Decipher offers a digital platform that translates complex health insurance benefits into plain‑language summaries, providing users with real‑time eligibility checks, cost estimates, and step‑by‑step care guidance. By aggregating insurer data and offering an interactive dashboard, it helps individuals and small businesses understand coverage, locate in‑network providers, and avoid unexpected medical expenses.

Envive provides an agentic commerce platform that uses cooperative AI agents to enhance sales, search, and catalog data enrichment. This self-optimizing system learns from user behavior to automatically improve conversion rates and customer satisfaction. The platform delivers measurable performance lifts across key commerce metrics by aligning intent data with brand-safe AI experiences.

Ethosphere provides a voice‑AI platform that captures and transcribes in‑store sales conversations using high‑fidelity microphones, then delivers real‑time, brand‑aligned feedback to individual associates and concise next‑best‑action recommendations to managers. The aggregated data also generates dashboards that reveal product performance drivers, trends, and customer sentiment across a retailer’s entire store fleet.

Friday Harbor offers an AI‑powered mortgage originator assistant that automates the creation of complete, error‑free loan files in real time. By ingesting data from URLA forms, AUS findings, POS systems, and any uploaded documents via built‑in OCR, the platform provides a 24/7 multimodal AI guide that annotates and validates files for underwriters, enabling faster clear‑to‑close decisions and scalable underwriting capacity.

Hearvana develops super-intelligent acoustic intelligence systems for both human and machine applications. The company focuses on unlocking advanced capabilities through sophisticated sound analysis and processing. This technology provides a new layer of actionable data derived from auditory environments.

This startup develops autonomous agents that operate within physical spaces, likely using robotics and AI to perform tasks. These agents aim to automate and optimize various processes within those environments.

Maestro AI provides an intelligence platform that synthesizes data from engineering tools like GitHub, Jira, and Slack to understand actual team accomplishments. The platform generates AI narratives and impact metrics, moving beyond vanity metrics to reveal the substance of engineering contributions. This contextual intelligence enables engineering leaders to measure true impact, optimize team development, and make informed decisions about process changes and AI tool adoption.

Ollie is an AI assistant designed to manage and coordinate complex family logistics via text message. It centralizes tasks such as calendar management, email coordination, meal planning, and to-do lists to reduce mental load. The platform functions as a dedicated thinking partner for life administration, providing daily briefings and research support.

Outrun Robotics provides multi-purpose robotic workstations designed for small to medium-scale production lines. Their integrated hardware and software platform automates stationary jobs like case packing, kitting, and machine tending. The company offers complete solutions supported by remote engineering services for ongoing software management and 24/7 technical support.

Ozette provides Resolve, a cloud‑native platform that adaptively unmixes spectral flow cytometry data by modeling cell‑specific autofluorescence and spectral variability, eliminating manual compensation and negative fluorescence artifacts. The system combines AI‑driven analysis with scalable cloud pipelines to deliver rapid, high‑resolution immune profiling and biomarker identification for pharmaceutical, biotech, and academic researchers.

Potato provides a platform for life science researchers to design and execute experiments using an AI co-scientist named Tater. This system synthesizes literature, offers scientific tools, and translates experimental intent into reproducible workflows and robotic scripts. The platform accelerates R&D by streamlining experimental design, execution, and data analysis for biologists, computational scientists, and engineers.

PreemptiveAI is developing a foundation model that utilizes machine learning to analyze biomedical signals from smartphones and wearable devices, enabling real-time mapping of human physiology and pathology. This technology predicts health outcomes, allowing for early identification of patient deterioration and personalized interventions to improve care efficiency.

Rem provides an AI-driven platform that automates commission management and enhances quoting and enrollment processes for insurance producers. By streamlining operations and delivering personalized customer experiences, the platform reduces operational costs and increases revenue potential for agencies and carriers.

Roboto provides an analytics engine specifically designed for physical AI and robotics teams managing real and synthetic data. The platform allows users to organize diverse log formats into searchable datasets and automate data processing using custom actions. It surfaces anomalies and insights through AI analysis, accelerating issue diagnosis and improving system reliability.

Provides an AI-powered compliance management platform for manufacturers, automating document analysis to ensure adherence to regulatory standards throughout the product life cycle. By reducing compliance review times by up to 90%, it enables faster market entry while minimizing risks of nonconformity in sourcing, quality, safety, labeling, and supply chain processes.

Stickerbox provides a device that transforms user ideas into physical stickers using voice-to-image generation and thermal printing technology. This system allows users to instantly print, color, and share custom stickers without the need for ink cartridges. The platform emphasizes screen-free, kid-safe creativity using BPA-free paper rolls.

StratoCloud is a multi-cloud management platform that provides visibility and governance for cloud resources across AWS, Azure, and GCP. The platform enhances security and operational efficiency for businesses by centralizing cloud management and streamlining resource oversight.

Unwrap uses AI to automatically surface customer feedback trends from various sources, eliminating manual tagging and guesswork. The platform delivers transparent, actionable insights across the organization to help teams proactively address customer issues. This process connects decision-makers directly to the voice of the customer for improved product and service outcomes.