18 AI ethics and governance startups you need to know in 2025

What are AI ethics and governance startups?

AI ethics and governance startups build the guardrails that keep artificial intelligence systems from going off track or causing harm. They create practical tools that help companies spot biases, explain how their AI makes decisions, and stay on the right side of emerging regulations.

Top AI ethics and governance startups

Complete list of the most AI ethics and governance startups that are worth knowing:

Reliabl AI

Founded in 2019, Reliabl.ai develops AI infrastructure software for businesses to build better machine learning models. Their platform annotates data and trains AI models to help companies make less biased decisions supported by data insights.

Creating high-quality training data and keeping AI models fair and compliant takes a large manual effort. Reliabl’s software automatically labels customer data via machine learning to establish tagging consistency at scale. This structured data then trains ML models optimized for accuracy and auditability.

Velotix

Founded in 2020, Velotix is a cybersecurity startup that offers a data protection platform driven by artificial intelligence. Their solution goes beyond just identifying security issues to make managing data policies easier for companies.

The Velotix platform installs without needing changes to existing IT infrastructure. Using machine learning, sensitive information across cloud apps and databases is automatically discovered. The system classifies data types, simulates policy impacts, and recommends controls tailored to business needs and risk tolerance.

Readflags AI

Founded in 2019, Readflags AI offers software that improves purchasing efficiency for government agencies and public institutions. Their procurement intelligence platform analyzes spending data to identify savings opportunities, fraud risks, and areas for process improvements.

By consolidating expenses across departments and vendors, redflags.ai can spot duplicate purchases, off-contract buying, and other wasting behaviors hidden in siloed systems. Their analytics provide actionable insights so organizations can enhance transparency, competition, and oversight around procurement.

PIYA AI

Founded in 2023, PIYA AI is a company that develops artificial intelligence technology for the healthcare industry. Their products help improve the accuracy and efficiency of medical imaging analysis and diagnostics.

PIYA has created AI algorithms that can analyze MRI, CT scans, and other image files to identify potential issues and anomalies. This assists radiologists and doctors in making faster and more reliable diagnoses. Their solutions can spot symptoms that are early indicators of conditions like cancer.

Augmetec

Founded in 2022, Augmetec is a legal technology (LegalTech) company that uses advanced software to boost law firm productivity. Their tools aim to streamline legal workflows by automating repetitive tasks.

Augmetec combines deep expertise in law firm operations with cutting-edge AI technology. Their platforms integrate into existing firm systems to save lawyers time on daily documentation, research, and drafting. Features like automated form filling, version control, and document analytics amplify efficiency firm-wide.

Decube

Founded in 2022, Decube offers a data management platform to help companies track and govern data in AI systems. Their tools provide visibility into data flows with monitoring, metadata management, and data lineage mapping.

The Decube platform creates a knowledge base describing data and its usage across organizations. This business glossary details how various datasets relate so teams access trustworthy sources. Advanced data lineage diagrams the full context of data from its origins through downstream applications.

Actualization AI

Founded in 2023, Actualization AI is a company focused on security for AI systems like chatbots and large language models (LLMs). Their product TireKicker scans these systems to identify vulnerabilities before they can be attacked.

Chatbots and LLMs that interact with users via text have potential weak points. A bad actor could exploit issues like inadequate content filtering to make the AI output harmful stuff.

Centillion AI

Founded in 2024, Centillion AI is a technology company focused on data infrastructure, telecom, and digital advertising solutions. With deep expertise in 5G and mobile networks, Centillion builds platforms utilizing API integration, camera tracking software, and privacy tools to power innovations across sectors.

Centillion leverages capabilities in real-time data processing and analytics to enable communication service and product developers. Their solutions draw data insights from media, smartphones, wearables, and IoT devices while respecting user transparency and control.

Algoritmica

Founded in 2018, Algoritmica is a company that creates artificial intelligence software and data tools for financial markets. Their products help investment firms, banks, and financial service providers work more efficiently and reduce costs.

Algoritmica specializes in applications of AI like predictive analytics, algorithmic trading programs, and automated data processing pipelines. Their platforms integrate with existing systems to optimize workflows. This saves money through better data capture as well as smarter automation.

CloakA

Founded in 2024, CloakAI is a company that has developed technology to help people and organizations protect their privacy and intellectual property from unauthorized use by AI systems. Their software cloaks digital content like images, video, audio or documents to make it undetectable or misclassified by artificial intelligence.

For example, CloakAI’s solutions can subtly alter an image so that a facial recognition system won’t be able to identify people in the photo. Audio files can also be cloaked from speech recognition. Their techniques conceal defining characteristics from machine perception without affecting how the content appears to humans.

Desights AI

Founded in 2019, Desights AI has developed a platform that lets companies crowdsource AI model development. Their technology allows organizations to post machine learning challenges that a global community of data scientists then compete to solve.

Through this crowdsourced approach, Desights facilitates the collaborative creation of AI systems tailored to business needs. Subject matter experts define the challenge while data science talent supplies the modeling and analytical work to build solutions.

JUSTE AI LTD

Founded in 2024, JUSTE AI LTD is a company that provides artificial intelligence solutions for regulatory compliance, with a focus on anti-money laundering (AML). Their technology aims to simplify the complex processes in AML compliance for financial institutions.

Banks and financial services firms face growing regulatory burdens in monitoring customer transactions to detect financial crimes. Rules differ across regions and change frequently, making compliance challenging. JUSTE AI offers AI assistants that keep up with new regulations and patterns in money laundering activity to flag risks.

Aires Applied Technology

Founded in 2021, Aires Applied Technology is a startup focused on quantum-safe cybersecurity software and applications. As quantum computers evolve, they could crack current encryption standards, posing major data breach risks.

Aires develops next-generation security methods designed to resist quantum hacking. Their cryptography innovations aim to harden systems against decryption attempts even from powerful future quantum machines.

Platypus Health

Founded in 2022, Platypus Health uses AI to analyze healthcare data and promote health equity. They work with hospitals and insurance companies under data privacy agreements to study patient information. The Platypus platform connects to an organization’s virtual private cloud to access approved data extracts securely. Their software works within protected computing environments without exposing source data.

Platypus applies machine learning algorithms to find patterns and gaps in care across populations and conditions. This medical intelligence identifies opportunities to improve outcomes through earlier diagnosis, treatment adjustments, or better patient support.

PureML

Founded in 2022, PureML offers an AI governance platform to help companies manage risks with AI systems like large language models (LLMs). Their software continuously monitors AI to ensure it behaves appropriately and complies with policies.

The PureML system evaluates things like bias, toxicity, and misinformation in AI outputs. It compares against predefined safety standards and company guidelines. When PureML detects policy violations or high-risk content, it can flag issues for human review or automatically block problematic responses.

Impact AI

Founded in 2022, Impact AI provides tools and services to help companies develop and maintain responsible AI systems. Their platform automates monitoring, testing, and compliance processes for AI products to speed up development cycles while ensuring quality standards are met.

Building AI models for real-world use involves assessing performance over time to check for accuracy and fairness issues that can emerge. Impact AI’s dashboards track metrics like data drift and flag potential model degradation before problems spiral. Their system also assists by continuously validating models and decision processes to adhere to both internal policy guardrails as well as evolving regulatory dictates.

Anblicks Analytics

Founded in 2004, Anblicks Analytics is a company that provides data analytics services and products to help businesses make better use of their data. Their solutions aim to help enterprises transform the way they manage, analyze, and apply data to drive business impact.

Anblicks offers consulting to assess data readiness, build analytics roadmaps, and implement solutions. They also have data management software and AI-powered analytics applications specialized for industries like financial services, retail, healthcare, and manufacturing.

VerifyWise

Founded in 2024, VerifyWise offers an open-source platform for responsible and ethical AI development. As companies race to integrate AI, fairness and safety risks can multiply. VerifyWise aims to make it easier for organizations to build trustworthy AI systems.

The VerifyWise tools monitor machine learning models for bias, transparency, and accountability. Dashboards track metrics like data drift and performance consistency to flag issues over time. VerifyWise also produces explainability reports so developers understand what drives model predictions.

Conclusion

Now that we’ve come to the very end, one thing is sure: AI ethics and governance startups will indeed have a remarkable journey ahead of them. While nobody knows exactly how AI will evolve, these startups are making sure we don’t have to choose between innovation and our human values.