Holistic AI provides governance, risk and audit software for organisations deploying artificial intelligence at scale. Founded in 2018 in London by researchers from University College London, it assesses models for bias, robustness and regulatory exposure. The company works with employers subject to automated hiring audit laws.
Adversa AI is a research-led company focused on securing and red teaming artificial intelligence systems. Founded in 2019, it publishes widely cited analyses of adversarial machine learning incidents and model jailbreaks. Its services cover model risk assessment for enterprises deploying generative systems.
Penetration Testing
Cybersecurity
Artificial Intelligence
TrojAI secures artificial intelligence systems against adversarial attacks, model poisoning and prompt manipulation. Founded in 2019 in New Brunswick, it offers both pre-deployment model testing and a runtime firewall for model traffic. The company works with financial services and government customers.
Cybersecurity AI
Artificial Intelligence
AI Agents
WitnessAI builds a governance layer that observes and controls how employees use generative artificial intelligence at work. Founded in 2023 in California, it enforces topic, data and identity policies between users and models. The platform produces the audit trail that regulated industries require.
Cybersecurity
Cybersecurity AI
Artificial Intelligence
Crowdstrike
Python
SentinelOne
Zero Trust
Zscaler
LLM Guardrails
Tcpdump
2
open jobs
$100k – $161k
Salary
2023
Founded
Straiker provides security testing and runtime guardrails for enterprise artificial intelligence applications and autonomous agents. Founded in 2024 in Silicon Valley by former Palo Alto Networks and Symantec leaders, it combines offensive testing with inline defence. Its research team publishes work on novel agent attack techniques.
AI Agents
Cybersecurity
Artificial Intelligence
Harmonic Security prevents employees from pasting sensitive data into public generative artificial intelligence tools. Founded in 2023 in London, it classifies content with its own models rather than brittle regular expression rules. The product gives security teams visibility into which assistants staff actually use.
LLM & Generative AI
Artificial Intelligence
Cybersecurity
AWS
Java
Maven
Okta
Spring Boot
Copilot
Python
Rust
+20 More
4
open jobs
$149k – $180k
Salary
2023
Founded
Zenity secures low-code applications and artificial intelligence agents built by business users outside central engineering. Founded in 2021 in Tel Aviv, it scans platforms such as Microsoft Power Platform and Copilot Studio for risky automations. The company pioneered security research on agent hijacking in enterprise copilots.
Cybersecurity
Artificial Intelligence
AI Agents
Noma Security protects the machine learning supply chain, from data pipelines and notebooks to deployed models and agents. Founded in 2023 in Tel Aviv, it discovers shadow artificial intelligence assets inside enterprises and enforces policy on them. The platform covers both traditional models and generative applications.
Cybersecurity AI
AI Agents
Artificial Intelligence
Knostic controls what enterprise large language model assistants are allowed to reveal to each employee. Founded in 2023 by Israeli security veterans, it enforces need-to-know boundaries that document permissions alone do not capture. The company targets organisations rolling out enterprise search and copilots over sensitive content.
Cybersecurity AI
Cybersecurity
Artificial Intelligence
Mindgard is a Lancaster University spin-out that tests machine learning models for adversarial, extraction and jailbreak vulnerabilities. Founded in 2022 and based in London, it grew out of a decade of academic research into artificial intelligence security. Its platform runs automated attack libraries against models before and after deployment.
Cybersecurity AI
Penetration Testing
Artificial Intelligence
SplxAI automates red teaming for conversational artificial intelligence, probing chatbots and agents for prompt injection and data leakage. Founded in 2023 with engineering in Croatia, it simulates thousands of adversarial conversations against a deployed assistant. Its reports map findings to emerging artificial intelligence risk frameworks.
Penetration Testing
Cybersecurity
Artificial Intelligence
Terra Security runs agentic penetration testing that adapts to each customer's application instead of following a fixed script. Founded in 2024 in Tel Aviv, it keeps a human expert in the loop to validate what the agents find. The company targets continuous offensive testing for web-facing enterprise systems.
Penetration Testing
Cybersecurity
Artificial Intelligence
AI Agents
Figma
React.js
Tailwind CSS
JavaScript
Burp Suite
Rest API
AWS
+16 More
ZeroPath applies artificial intelligence agents to application security testing, reasoning about code the way a human auditor would. Founded in 2024 in San Francisco, it targets the false positive problem that makes conventional scanners hard to adopt. The system produces proof-of-concept exploits alongside its findings.
AI Agents
Application Security
Cybersecurity
Functionize builds autonomous software testing that creates and maintains tests from plain English descriptions. Founded in 2015 in California, its models repair broken selectors when an application changes, reducing test maintenance work. Enterprise quality teams use it for large regression suites.
Information Technology
Quality Assurance
Artificial Intelligence
Diffblue automatically writes unit tests for Java code using reinforcement learning rather than generative language models. Founded in 2016 as a University of Oxford spin-out, its Cover product generates tests that compile and pass on the first run. Large banks and enterprises use it to raise coverage on legacy codebases.
Higher Education
Cybersecurity
Artificial Intelligence
Opteran reverse-engineers insect brains to build lightweight autonomy software that runs without cloud connectivity or large training datasets. Founded in 2020 as a University of Sheffield spin-out, its Opteran Mind provides navigation and obstacle avoidance for robots and drones. The approach needs far less compute than conventional deep learning stacks.
Robotics AI
Robotics
Artificial Intelligence
Promaton builds deep learning models that segment teeth, jaws and nerves from dental cone-beam scans. Founded in 2017 in Amsterdam, it licenses the models to dental software vendors and implant planning tools. Its output turns raw scans into editable three-dimensional anatomy in seconds.
Health Care
Artificial Intelligence
Dental Care
Diabeloop develops closed-loop insulin delivery algorithms that adapt automatically to each person with type 1 diabetes. Founded in 2015 in Grenoble as a spin-out of the CEA research centre, its software drives certified medical devices in Europe. The system personalises dosing decisions from continuous glucose data.
Axtria provides data analytics and machine learning software to the life sciences commercial function, covering sales planning and omnichannel engagement. Founded in 2010 in New Jersey, it combines cloud data products with domain consulting for pharmaceutical clients. The company operates large delivery centres in India.
Artificial Intelligence
Data & Analytics
Biotechnology
Databricks
AI Agents
LLM
Power BI
Python
SQL
AWS
AWS Bedrock
+23 More
8
open jobs
$137k – $175k
Salary
51-200
Team size
2010
Founded
Saama Technologies applies artificial intelligence to clinical trial data management, cleaning and reconciling study data automatically. Founded in 1997 in California, its Smart Data Quality products cut the manual query burden that slows trial closeout. Large pharmaceutical sponsors use the platform across hundreds of studies.
Data & Analytics
Biotechnology
Artificial Intelligence
Fabric Genomics builds artificial intelligence software that interprets whole genome and exome sequencing for clinical diagnosis. Founded in 2011 in Oakland, its algorithms rank candidate variants against a patient's symptoms to shorten diagnostic odysseys. Hospitals and national genomics programmes use the platform for rare disease and cancer testing.
Artificial Intelligence
Genomics
Health Care
Enthought is a scientific computing company that helps research organisations apply machine learning to laboratory and process data. Founded in 2001 in Austin, it was an early steward of the SciPy ecosystem and still maintains open source Python tools. Its consulting and platform work concentrates on pharmaceuticals, semiconductors and energy.
Science & Engineering
Data & Analytics
Artificial Intelligence
AI Agents
Python
Alchemy Cloud provides research and development software for specialty chemicals companies, combining formulation data management with predictive models. Founded in 2018 in San Francisco, it replaces the paper notebooks and spreadsheets used by many chemical laboratories. Its analytics recommend formulations that meet performance and cost targets.
Virtual Events
E-learning
Artificial Intelligence
Polymerize builds a materials informatics platform that captures laboratory data and applies machine learning to formulation development. Founded in 2021 in Singapore, it targets Asian chemical and specialty materials manufacturers moving away from spreadsheets. Its models suggest experiments that reach target properties in fewer iterations.
Cybersecurity
Data & Analytics
Artificial Intelligence
Quantistry runs a cloud simulation platform that combines quantum chemistry, molecular dynamics and machine learning for materials research. Founded in 2019 in Berlin, it packages methods that normally require specialist expertise into guided workflows. Chemical and consumer goods companies use it for battery, coating and formulation projects.
Artificial Intelligence
Science & Engineering
Materials Science & Nanotechnology
Aionics applies machine learning and quantum chemistry to battery electrolyte and materials design. Founded in 2020 as a Stanford spin-out, its software screens millions of candidate molecules against stability and conductivity criteria. Battery manufacturers and automotive suppliers use it to shorten formulation cycles.
Machine Learning
Science & Engineering
Artificial Intelligence
Matmerize builds PolymerInformatics, machine learning software that predicts polymer properties from chemical structure. Spun out of Georgia Tech in 2021, it lets formulators screen candidate materials before any synthesis. Customers include chemical companies working on recyclable and high-performance plastics.
Machine Learning
Plastics & Polymers
Artificial Intelligence
Mat3ra, formerly Exabyte.io, provides a cloud platform for materials modelling that combines physics simulation with machine learning. Founded in 2014 in San Francisco, it lets semiconductor and chemicals teams run high-throughput calculations without managing clusters. The platform stores results in a searchable materials data bank.
Materials Science & Nanotechnology
Machine Learning
Ansible
AWS
CUDA Toolkit
Docker
Python
Figma
JavaScript
React.js
+13 More
5
open jobs
$180k – $200k
Salary
2014
Founded
Kebotix combines generative models with robotic laboratories to discover new chemicals and materials. Founded in 2017 out of Harvard, it runs a closed loop where models propose molecules and robots synthesise and test them. Its focus areas include electronic materials, coatings and specialty chemicals.
Citrine Informatics applies machine learning to materials and chemicals development, recommending which formulations to try next. Founded in 2013 in California by Stanford materials scientists, its platform works well with the small, expensive datasets typical of materials research. Manufacturers use it to shorten development cycles for polymers, alloys and coatings.
Data & Analytics
LLM & Generative AI
Artificial Intelligence
Lila Sciences builds scientific superintelligence by pairing large models with autonomous laboratories that run their own experiments. Founded in 2023 within Flagship Pioneering, it works across life sciences and materials chemistry. The company raised one of the largest early rounds in the artificial intelligence for science field.
Machine Learning
Stock Media Services
Tahoe Therapeutics generates very large single-cell perturbation datasets to train foundation models of how cells respond to drugs. Founded in 2023 in San Francisco, it released the Tahoe-100M dataset openly to the research community. Its models aim to predict drug effects across cancer cell contexts before laboratory testing.
Artificial Intelligence
Biotechnology
Health Care
LLM
Accelerate
DeepSpeed
PyTorch
TensorFlow
Transformers
Flash Attention
NumPy
+10 More
3
open jobs
$250k – $275k
Salary
2023
Founded
Noetik builds self-supervised foundation models of tumour biology trained on spatial multi-omic data it generates in its own laboratory. Founded in 2021 in San Francisco, it uses the models to nominate immuno-oncology targets and predict patient response. The company combines wet lab data generation with large-scale machine learning.
Machine Learning
Artificial Intelligence
Biotechnology
BenchSci uses machine learning to read biomedical papers and extract which reagents and models were used in which experiments. Founded in 2015 in Toronto, its ASCEND platform helps preclinical scientists design experiments without repeating failed work. Most of the world's largest pharmaceutical companies use the product.
Health Care
Artificial Intelligence
Biotechnology
Elucidata builds Polly, a platform that cleans, harmonises and annotates biomedical data so that machine learning models can use it. Founded in 2016 by IIT graduates with offices in Cambridge and Delhi, it addresses the fact that most life science data is not analysis-ready. Its customers include large pharmaceutical companies and biotech startups.
Artificial Intelligence
Health Care
Biotechnology
InveniAI applies machine learning across scientific literature, patents, trials and funding data to spot emerging biomedical opportunities. Founded in 2010 in Connecticut, its Alpha platform supports asset search, indication expansion and competitive intelligence for pharmaceutical clients. The company also develops its own repurposed drug pipeline.
Pharmaceuticals
Biotechnology
Artificial Intelligence
Partex is a drug discovery company that runs a network of artificial intelligence assets covering target identification, literature mining and asset valuation. Founded in 2018 in Germany, it grew out of Innoplexus and applies knowledge graphs to millions of biomedical documents. The group works with pharmaceutical partners on in-licensing and portfolio decisions.
Drug Discovery
Pharmaceuticals
Artificial Intelligence
Menten AI designs peptide therapeutics using computational protein design combined with quantum and classical optimisation. Founded in 2018 in San Francisco, it generates candidate sequences and validates them in its own laboratory. The company focuses on peptide binders for targets that small molecules struggle to reach.
Pharmaceuticals
LLM & Generative AI
Artificial Intelligence
Inductive Bio builds machine learning models that predict the absorption, distribution, metabolism and toxicity properties of drug candidates. Founded in 2021 in New York, it pools proprietary experimental data across partners to train models no single company could build alone. Medicinal chemists use the predictions to prioritise which molecules to synthesise.
Data & Analytics
Health Care
Artificial Intelligence
PostEra uses machine learning for medicinal chemistry, proposing synthesis routes and analogues for drug discovery programmes. Founded in 2019 by Cambridge chemists, it coordinated the open science COVID Moonshot antiviral project. The company partners with major pharmaceutical firms on generative chemistry.
Artificial Intelligence
Drug Discovery
Pharmaceuticals
BioSymetrics applies machine learning to messy biomedical and clinical data to find new drug targets and patient subgroups. Founded in 2015 in New York, its Augusta platform automates the feature engineering step that dominates biological data science. The company works with pharmaceutical partners on rare disease and neurology programmes.
Machine Learning
Artificial Intelligence
Health Care
Belong.Life runs the largest social network for cancer patients and applies natural language processing to their conversations. Founded in 2015 in Tel Aviv, it launched Dave, a conversational artificial intelligence navigator for people facing a cancer diagnosis. Its data supports patient recruitment and real-world evidence for pharmaceutical partners.
LLM & Generative AI
Artificial Intelligence
Health Care
TORTUS builds an artificial intelligence assistant for clinicians that both writes visit notes and operates the electronic health record on screen. Founded in 2023 by a British emergency physician, it has been trialled across National Health Service trusts. The company emphasises clinician oversight of every action the agent takes.
Artificial Intelligence
Health Care
Medical AI
FastAPI
GitOps
LLM
Nest.JS
Node JS
PostgreSQL
Python
React.js
+9 More
Akido Labs operates medical clinics built around ScopeAI, a system that performs the diagnostic reasoning while a medical assistant sees the patient. Founded in 2015 in Los Angeles, it targets underserved communities where physician supply is scarce. The company both develops the models and delivers the care itself.
Alaffia Health applies large language models to detect fraud, waste and billing errors in medical claims for self-insured employers and health plans. Founded in 2020 in New York, its system reads itemised bills and medical records the way a clinical auditor would. The company reports recovering a significant share of reviewed claim value.
AI Agents
Artificial Intelligence
JavaScript
Python
AI Agents
SQL
AWS
CI/CD
Claude
Claude Code
+23 More
Adonis builds artificial intelligence agents for healthcare revenue cycle management, handling eligibility checks, claim status and denial follow-up. Founded in 2022 in New York, its system watches billing data for the patterns that predict a denial before it happens. Provider groups use it to cut administrative headcount per claim.
Artificial Intelligence
Billing & Invoicing
Health Care
AI Agents
SQL
PostgreSQL
Python
TypeScript
AWS
MLFlow
Scikit-learn
+9 More
5
open jobs
$200k – $275k
Salary
51-200
Team size
2022
Founded
Nym Health automates medical coding using a clinical language understanding engine that explains every code it produces. Founded in 2018 by Israeli technologists, it emphasises deterministic, auditable reasoning rather than opaque statistical prediction. Hospitals use it to code emergency and outpatient encounters within minutes of discharge.
Information Technology
Health Care
Artificial Intelligence
CodaMetrix builds autonomous medical coding that reads clinical documentation and assigns billing codes without human coders. Spun out of Mass General Brigham in 2019, its models are trained on millions of coded encounters from academic health systems. The platform covers radiology, pathology, surgery and other specialties.
Digital Health
Data Entry & Processing
Artificial Intelligence
Apache Kafka
AWS
CI/CD
Claude
Databricks
GitHub Actions
pySpark
Python
+17 More
Regard is a clinical artificial intelligence company whose software reads a patient's full chart and suggests diagnoses that clinicians may have missed. Founded in 2017 in Los Angeles, it writes the supporting note text directly into the electronic health record. Hospitals use it to improve both patient safety and documentation accuracy.
Medical AI
Artificial Intelligence
AWS
Celery
CI/CD
Claude
Claude Code
Cursor
Docker
Go
+30 More
5
open jobs
$190k – $350k
Salary
2017
Founded
Laudio builds artificial intelligence tools for frontline healthcare managers, surfacing which nurses are at risk of burnout or turnover. Founded in 2016 in Boston, its platform combines workforce data with prompts for personal recognition and check-ins. Health systems use it to reduce attrition among clinical staff.
Health Care
Artificial Intelligence
Human Resources
Qventus uses machine learning and behavioural science to automate hospital operations such as operating room scheduling and discharge planning. Founded in 2012 in California, it plugs into electronic health records and nudges staff with concrete next actions. Its customers include many of the largest American health systems.
Health Care
Hospitals & Clinics
Artificial Intelligence
ChatGPT
Python
Databricks
JavaScript
SQL
AWS
AI Agents
CI/CD
+21 More
Diagnostic Robotics applies machine learning to clinical triage and population health, predicting which patients will deteriorate or incur high costs. Founded in 2017 in Israel, it works with health insurers and national health systems on care management programmes. Its triage engine was deployed nationally during the COVID-19 pandemic.
Predictive Analytics
Laboratory & Pharmaceutical Robotics
Artificial Intelligence
Shukun Technology builds medical imaging artificial intelligence for cardiovascular, neurological and oncology diagnosis in Chinese hospitals. Founded in 2017 in Beijing, its CoronaryDoc product automates coronary CT angiography analysis that would otherwise take a radiologist an hour. Its products hold Chinese class III medical device approvals and are used in thousands of hospitals.
Deepnoid is a Korean medical artificial intelligence company that develops diagnostic support software for radiology and industrial vision inspection. Founded in 2008, it offers a no-code platform that lets clinicians build and validate their own imaging models. The company is listed on the KOSDAQ market in Seoul.
Medical AI
LLM & Generative AI
Artificial Intelligence
Digital Diagnostics created the first autonomous diagnostic artificial intelligence cleared by the United States Food and Drug Administration, for diabetic retinopathy screening. Founded in 2010 by ophthalmologist Michael Abramoff, its LumineticsCore system makes a diagnosis without a specialist reviewing the image. The company has since extended into skin and ear conditions.
E-learning
Health Care
Artificial Intelligence
Ibex Medical Analytics builds artificial intelligence systems that read digitised pathology slides for cancer diagnosis. Founded in 2016 in Israel, its Galen products detect and grade prostate, breast and gastric cancers as a second read alongside pathologists. The software is deployed in laboratories across Europe and the United States.
Biotechnology
Artificial Intelligence
Health Care
Azure
FortiGate
VMWare
Google Workspace
aetherAI develops deep learning software for digital pathology, radiology and haematology in hospitals across Asia. Founded in 2015 in Taipei, it trains models on whole-slide images to flag tumour regions and count cells far faster than manual review. Several of its products have cleared regulatory approval in Taiwan and other markets.
Health Care
Medical AI
Artificial Intelligence
Ecorobotix builds the ARA smart sprayer, which recognises individual plants and applies herbicide only where it is needed. Founded in 2014 in western Switzerland, the company trains its plant recognition models on a large multi-crop image library. Farmers using the system typically cut plant protection product volumes by a large margin.
Artificial Intelligence
Farming & Agriculture
AgTech
FarmWise develops autonomous weeding machinery that uses deep learning to tell crops from weeds at high speed. Founded in 2016 in San Francisco, it started as a service business working California vegetable fields before selling implements directly. Its models are trained on millions of labelled field images collected by its own machines.
Data Science
Computer Vision
Machine Learning
Treeswift is a University of Pennsylvania spin-out that uses autonomous drones and lidar to inventory forests tree by tree. Founded in 2020, it produces measurements of species, diameter and biomass that used to require slow manual cruising. Timber companies and carbon project developers use the data for harvest planning and verification.
Machine Learning
AWS
CI/CD
Python
TypeScript
C++
Sensor Fusion
SLAM
Airflow
+23 More
9
open jobs
$150k – $220k
Salary
2020
Founded
