Responsible AI

AI Governance That Builds Trust

We help organisations deploy AI responsibly — establishing governance frameworks, conducting bias audits, ensuring explainability, and achieving compliance with GDPR, DPDP, and emerging AI regulations.

100%

Responsible AI

GDPR & DPDP

Compliant

50+

Governance Frameworks

Governance Services

Our AI Governance Consulting Capabilities

Comprehensive governance support for every stage of your AI lifecycle.

AI Risk Assessment

Identify and quantify risks in your AI systems — bias, fairness, privacy, security, and operational risks — with mitigation plans.

Bias & Fairness Auditing

Statistical analysis and testing to detect and mitigate bias in training data, model outputs, and decision-making processes.

Explainability & Transparency

Implement SHAP, LIME, and other explainability tools to make your AI decisions interpretable to users and regulators.

Regulatory Compliance

Navigate GDPR, DPDP, EU AI Act, and sector-specific regulations with compliance assessments and implementation support.

AI Ethics Framework

Develop organisational AI ethics principles, review processes, and accountability structures aligned with your values.

AI Audit & Certification

Independent audits of your AI systems against governance standards, with documentation suitable for regulatory submission.

Governance Process

How We Establish AI Governance

A structured approach to building trustworthy, compliant AI systems.

01

Governance Assessment

We assess your current AI governance maturity, identify gaps, and benchmark against regulatory requirements and industry standards.

02

Framework Design

We design a tailored AI governance framework covering policies, processes, roles, and tools for your organisation.

03

Implementation Support

We help implement governance controls — bias testing pipelines, model cards, audit trails, and review processes.

04

Training & Embedding

We train your teams on responsible AI practices and help embed governance into your AI development lifecycle.

FAQ

Frequently Asked Questions

What is the EU AI Act and does it apply to us?
The EU AI Act is a comprehensive AI regulation that applies to AI systems used in the EU. It classifies AI by risk level and imposes requirements accordingly. We can assess your exposure and help you comply.
What is DPDP and how does it affect AI?
India's Digital Personal Data Protection Act (DPDP) regulates how personal data is processed, including by AI systems. We help ensure your AI complies with DPDP requirements.
How do you detect bias in AI models?
We use statistical fairness metrics (demographic parity, equalised odds), adversarial testing, and data audits to identify and quantify bias across protected attributes.
Do you provide ongoing governance support?
Yes. We offer governance retainers that include periodic audits, regulatory monitoring, policy updates, and incident response support.
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Related Services

Why Arnnima Solution

Why Businesses Choose Us for AI Governance & Compliance

We combine deep technical expertise, agile delivery, and a genuine commitment to your success — making us the partner of choice for AI Governance & Compliance across India and globally.

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  • EU AI Act compliance readiness assessment and gap analysis
  • AI risk classification frameworks mapping your models to regulatory tiers
  • Model transparency and explainability documentation for regulators and auditors
  • Data governance policies ensuring GDPR, DPDP, and sector-specific compliance
  • AI ethics committee setup and responsible AI policy development
  • Ongoing compliance monitoring with automated model audit trails
Technologies

Our Technology Stack

We use industry-leading tools and frameworks to deliver robust, scalable AI Governance & Compliance solutions.

Compliance Frameworks
EU AI Act ISO 42001 NIST AI RMF GDPR
Explainability Tools
SHAP LIME Alibi InterpretML
Audit & Monitoring
MLflow Evidently AI Arize WhyLabs
Industries

Industries We Serve with AI Governance & Compliance

Our AI Governance & Compliance solutions are trusted by businesses across diverse sectors.

Banking & Finance

Healthcare

Government & Public Sector

Insurance

Education

Critical Infrastructure

Client Stories

What Our Clients Say About Our AI Governance & Compliance

Real results from real businesses who trusted Arnnima Solution with their AI Governance & Compliance needs.

"Arnnima's AI governance team helped us achieve ISO 42001 certification and EU AI Act readiness in five months. Their structured approach made a complex compliance journey manageable."
Laura JensenChief Compliance Officer, EuroFinance Group
"Their model risk management framework is now embedded in our MLOps pipeline. Every model we deploy has full documentation, bias reports, and an audit trail as standard."
Sunil BoseHead of Model Risk, AxisBank Tech
"The responsible AI workshop Arnnima ran for our board created genuine executive sponsorship for governance. That culture shift was priceless."
Dr. Rachel MooreAI Ethics Lead, NHS Digital UK

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