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
Sybil builds artificial intelligence penetration testing agents that probe live web applications for exploitable weaknesses. Founded in 2024 by former OpenAI and security industry engineers, it aims to run continuously rather than as an annual engagement. Findings are delivered with reproduction steps that engineers can verify.
Application Security
Cybersecurity
Penetration Testing
Burp Suite
JavaScript
Python
React.js
TypeScript
LLM
Prompt Engineering
AWS
+15 More
7
open jobs
$160k – $250k
Salary
51-200
Team size
2024
Founded
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
Corgea uses large language models to find and automatically fix security vulnerabilities in application code. Founded in 2023 in San Francisco, it focuses on business logic flaws that traditional static analysis tools miss. The product proposes patches as pull requests for developers to approve.
Application Security
AWS
CI/CD
Docker
GitHub Actions
Go
Grafana
JavaScript
Kubernetes
+18 More
7
open jobs
$40k – $220k
Salary
51-200
Team size
2023
Founded
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
Ellipsis is an artificial intelligence code reviewer that comments on pull requests and can push fixes on request. Founded in 2023 in San Francisco, it applies a team's own style rules and past review history to new changes. The product installs as a GitHub application rather than an editor plugin.
AWS
Claude
Docker
FastAPI
LLM
Next.js
PostgreSQL
Python
+10 More
1
open jobs
$200k
Salary
51-200
Team size
2023
Founded
Continue builds an open source artificial intelligence coding assistant that runs inside popular editors and can be pointed at any model. Founded in 2023 in San Francisco, it lets teams keep code and prompts on their own infrastructure rather than a vendor cloud. Its extension is one of the most installed open source alternatives to proprietary copilots.
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
Neurable builds non-invasive brain sensing that fits into ordinary headphones and measures attention and cognitive load. Founded in 2015 out of the University of Michigan, it moved from virtual reality control to everyday focus analytics. Its machine learning models extract usable signal from consumer-grade electrodes.
Hardware
Science & Engineering
Health Care
Blackrock Neurotech makes the implanted electrode arrays and signal processing hardware behind much of the published brain-computer interface research. Founded in 2008 in Salt Lake City, its systems have been used by participants for over a decade of continuous recording. The company works on decoders that restore movement, speech and touch.
Precision Neuroscience develops a thin-film electrode array that sits on the surface of the brain without penetrating tissue. Founded in 2021 by a Neuralink co-founder, it pairs the hardware with machine learning decoders for speech and movement. The company received regulatory clearance for temporary clinical use of its array.
Synchron builds an endovascular brain-computer interface that is implanted through a blood vessel rather than open surgery. Founded in 2012 with Australian origins and now headquartered in New York, it has run clinical trials in both countries. Its decoding software lets paralysed users control digital devices with thought.
Paradromics develops a high bandwidth brain-computer interface intended to restore communication for people with severe paralysis. Founded in 2015 and based in Austin, its Connexus implant records from many neurons at once and decodes intended speech. The company has begun human trials after years of preclinical work.
Clinical Research
Pharmaceuticals
Health Care
Altium Designer
Python
C++
Rust
RTOS
Time Series Forecasting
4
open jobs
$150k
Salary
2015
Founded
Intuition Robotics builds ElliQ, a proactive social companion robot designed to reduce loneliness among older adults living alone. Founded in 2016 in Israel, it developed a cognitive architecture that decides when and how to initiate conversation. State ageing agencies in the United States have deployed the device at scale.
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.
Sancare applies natural language processing to French hospital records to automate medical coding and quality reporting. Founded in 2015, it reads free-text discharge summaries that structured billing systems cannot interpret. Public and private hospitals across France use the software to recover under-coded activity.
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
7
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
DNAnexus operates a cloud platform for managing and analysing genomic and biomedical data at national scale. Founded in 2009 in California, it hosts large research cohorts including the UK Biobank research analysis platform. Its environment lets thousands of scientists run machine learning workflows on data that never leaves compliance boundaries.
Biotechnology
Cloud Computing
Health Care
Strand Life Sciences is an Indian genomics company that develops computational biology software and clinical sequencing services. Founded in 2000 as an Indian Institute of Science spin-out, it built early bioinformatics tools before moving into diagnostics. Its variant interpretation platform supports oncology and hereditary disease testing.
Genomics
Biotechnology
Health Care
HaystackAnalytics builds genomics diagnostics that use sequencing and machine learning to identify pathogens and drug resistance. Founded in 2019 as an IIT Bombay spin-out, its tuberculosis and infection panels return results far faster than culture. The company operates its own accredited laboratory in Mumbai.
Hospitals & Clinics
Health Care
Genomics
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
AWS
CI/CD
GitHub
Keycloak
Azure
LLM Guardrails
+2 More
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
Radical AI builds self-driving laboratories that combine foundation models with robotic experimentation for materials discovery. Founded in 2023 in New York, it targets energy materials such as catalysts, batteries and carbon capture sorbents. Its platform closes the loop between prediction, synthesis and characterisation.
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
Strateos operates robotic cloud laboratories where scientists run biology and chemistry experiments remotely through code. Founded in 2012 in California, its facilities execute assays with machine-level reproducibility and return structured data. The model supports closed-loop experimentation where models choose the next experiment.
Information Technology
Drug Discovery
Biotechnology
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
PharmEnable combines medicinal chemistry expertise with machine learning to find drug candidates for challenging protein targets. Founded in 2018 as a University of Cambridge spin-out, its Discovery Engine explores unusual chemical space that standard screening libraries miss. The company runs partnered programmes in neurology and oncology.
Drug Discovery
Health Care
Pharmaceuticals
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
Latent Labs builds generative models that design proteins from a natural language description of the desired function. Founded in 2023 by a former DeepMind AlphaFold researcher, it released a web-based protein design model for scientists. The company aims to make biology programmable in the way software is.
AWS
CI/CD
Docker
Kubernetes
Azure
GCP
7
open jobs
51-200
Team size
2023
Founded
Peptone applies machine learning and physics simulation to intrinsically disordered proteins, a class long considered undruggable. Founded in 2017 and headquartered in Switzerland with laboratories in the United Kingdom, it combines biophysics experiments with learned models. Its pipeline targets neurodegeneration and oncology.
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
AI Agents
1
open jobs
$240k
Salary
2021
Founded
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
Lindus Health is an artificial intelligence native contract research organisation that runs clinical trials end to end. Founded in 2021 in London, it automates protocol design, site work and data management that legacy providers do manually. Biotech sponsors use it to cut trial timelines and fixed costs.
Clinical Research
Pharmaceuticals
Health Care
MDClone lets health systems explore patient data and export statistically faithful synthetic records that carry no real identities. Founded in 2016 in Beer Sheva, it removes the privacy bottleneck that slows clinical research collaboration. Its platform is used by large hospital networks in Israel, the United States and Canada.
Analytics Platforms
Data & Analytics
Health Care
Synthetic Data
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
Buoy Health built a symptom checker that uses a probabilistic model trained on clinical literature to guide patients to the right level of care. Founded in 2014 at Harvard Innovation Labs, it works with employers and health systems as a digital front door. Its conversational triage narrows thousands of possible conditions in a few questions.
Upheal is a Czech company that builds an artificial intelligence notetaker and analytics platform for psychotherapists. Founded in 2021 in Prague, it produces progress notes and treatment insights from recorded or in-person sessions. The product is designed around the privacy and consent requirements of mental health practice.
Mental Health
Digital Health
Health Care
NeuroFlow builds behavioural health screening and risk stratification software that identifies patients in need of mental health support. Founded in 2017 in Philadelphia by two veterans, it integrates with primary care and health plan workflows. Its models flag suicide risk and untreated depression across large populations.
Dental Care
Mental Health
Health Care
.NET
AWS
CI/CD
Docker
Entity Framework Core
GitHub Actions
Kubernetes
SQL
+18 More
