5,000+ Projects Delivered•70+ Countries Served•18+ Years of Excellence•100+ Awards Winning Solutions•6 Worldwide Offices•550+ Enterprise AI Deployments•95% Client Satisfaction•5,000+ Projects Delivered•70+ Countries Served•18+ Years of Excellence•100+ Awards Winning Solutions•6 Worldwide Offices•550+ Enterprise AI Deployments•95% Client Satisfaction
Blockchain for AI Data Provenance

Blockchain Backed Provenance for Trusted & Compliant AI Systems

Achieve AI transparency, auditability, and compliance by securing training data, inference logs, and model evolution with tamper proof blockchain systems.

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Why this matters

Global AI regulations now mandate explainability, auditability, lineage, tamper proof logs, and traceable datasets.

Explainability mandates

Auditability requirements

Data lineage tracking

Tamper proof logging

Traceable training datasets

Immutable training dataset logs

Verifiable model versioning

Trusted inference trails

Zero manipulation assurance

Full transparency for regulated industries

Blockchain plus AI provides immutable dataset logs, verifiable model versioning, trusted inference trails, zero manipulation assurance, and end to end transparency. Mobiloitte is both AI first and blockchain first, so we deliver trusted AI faster.

Key capabilities

Complete AI provenance, lineage, and governance controls

Track every dataset, model version, inference request, and compliance workflow with blockchain backed verification.

Data Provenance Tracking (End to End)

Blockchain validates every step of the data lifecycle.

  • Data source
  • Data ownership
  • Data processing
  • Data transformation
  • Data usage
  • Every dataset becomes verifiable and traceable

Model Lineage & Lifecycle Logging

Blockchain stores complete model history.

  • Model versions
  • Training metadata
  • Timestamps
  • Hyperparameters
  • Fine-tuning processes
  • Ensuring full history for audits

Inference Level Logging

Each AI inference request generates on-chain records.

  • Input hash
  • Output hash
  • Model version used
  • Confidence score
  • Timestamp
  • Actor identity

AI Governance & Compliance Framework

Supports major global AI regulations.

  • EU AI Act
  • DPDP India
  • PDPL UAE
  • GDPR
  • ISO 42001
  • ISO 27001

Smart Contract Driven AI Audits

Smart contracts autonomously validate and enforce compliance.

  • Validate model usage
  • Enforce compliance
  • Trigger alerts
  • Approve or block inference behaviour

Blockchain Backed Explainable AI

Store AI explanations on-chain for transparency.

  • SHAP values
  • LIME explanations
  • Model decision metadata
  • On-chain for transparency

Zero Tamper AI Logs

AI risk logs become immutable and verifiable.

  • Immutable
  • Verifiable
  • Audit-ready
  • Legally defensible

Multi Party AI Collaboration (MPC + Blockchain)

Ideal for regulated industries requiring data privacy.

  • Healthcare
  • BFSI
  • Government
  • Insurance
  • Research Consortiums
  • Multiple parties share data without exposing raw content
AI + Blockchain synergy

Intelligence plus trust yields verifiable AI systems

AI brings intelligence. Blockchain delivers tamper proof verification. Together they enable verifiable decisions, transparent workflows, decentralized governance, and trustless audits.

Why leaders care

EU AI Act, DPDP, PDPL, and regulated industries require transparent AI supply chains with immutable logs.

Verifiable AI Decisions

  • Every decision is traceable
  • On chain decision logs

Transparent ML Workflows

  • Complete workflow visibility
  • Step by step audit trail

Trusted Model Deployment

  • Model version verification
  • Deployment approval tracking

Tamper Proof Audit Readiness

  • Immutable audit logs
  • Compliance ready records

Decentralized Model Governance

  • Multi party governance
  • DAO style decision making
Architecture overview

Provenance-first AI architecture

Layer AI models, logging engines, blockchain integrity, and governance dashboards.

1

AI Models (LLMs, CV, ML)

  • AI model execution
  • Inference processing
  • Model predictions
2

AI Data & Model Event Logger

  • Dataset hash
  • Model versioning
  • Training metadata
  • Inference metadata
3

Blockchain Provenance & Integrity Layer

  • Immutable ledger
  • Smart contracts
  • Access control
  • Zero tamper logs
4

Compliance, Governance & Transparency Layer

  • Regulated audits
  • Explainability records
  • PKI-based identity
  • Compliance reporting
5

Dashboard & API Gateway

  • Provenance dashboard
  • Audit reports
  • API access
  • Real-time monitoring
6

Deployment Options

  • Cloud
  • Hybrid
  • On-prem
7

Blockchain Types

  • Public
  • Private
  • Consortium
Integrations

Plug into your AI stack, storage, and blockchain of choice

Supported Blockchains

  • Ethereum
  • Polygon
  • Hyperledger Fabric
  • Hedera
  • Filecoin or IPFS
  • Avalanche
  • Tezos

AI Platforms

  • OpenAI
  • AWS Bedrock
  • Azure OpenAI
  • Google Vertex AI
  • HuggingFace
Value propositions

What compliance, data, and AI leaders achieve

01

Zero manipulation data guarantee

02

Trusted model lifecycle and lineage

03

Government grade audit logs

04

Improved AI explainability

05

Multicloud and on prem support

06

Stronger compliance posture

Engagement Models

Choose how you want to collaborate

Why Mobiloitte

AI blockchain governance specialists

Deep AI + Blockchain engineering capability

Expertise with EU AI Act, DPDP, PDPL

Experience building systems for BFSI, Healthcare, GovTech

550+ enterprise AI deployments

300+ blockchain implementations

Global multi-region presence

Make Your AI Systems Trustworthy, Verifiable & Compliant

Deploy blockchain backed provenance, model lineage, and audit ready inference trails.

Request Provenance DemoGet AI Compliance Assessment

AI Data Provenance & Integrity FAQs

Everything compliance, governance, and engineering leaders ask before implementing blockchain backed AI provenance.

What is AI data provenance?

It means tracking every step of data creation, usage, and transformation.

Can this help with DPDP or PDPL compliance?

Yes, full data lifecycle transparency is supported.

Can we track model versions?

Yes, blockchain stores every model update and version hash.

Is blockchain mandatory?

Not mandatory, but extremely valuable for trust and audits.

Does this integrate with cloud AI systems?

Yes, AWS, Azure, Google, OpenAI, Anthropic.

Why use blockchain for AI governance?

Because blockchain ensures logs cannot be altered, which is perfect for compliance.

Does this slow down AI systems?

No, only hashes and logs are stored on chain while data stays off chain.

Does this work with LLMs?

Yes, prompts, outputs, and inference metadata can be logged.

Can this run on-premise?

Yes, Hyperledger, private Ethereum, Corda and more.

Does Mobiloitte provide ongoing governance support?

Yes, we deliver full AI audit and monitoring stacks.