{ chaim }
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Scattered Data Is a Regulatory Time Bomb.
AI accelerates change faster than governance can keep up.

{ chaim } embeds governance the moment data is defined, automatically making data compliant to regulations.

Request Access View Architecture
No runtime proxy
No agents in your data plane
Metadata-only; data stays in your cloud
$4.5MAverage breach cost (IBM)92%Prioritize AI governance (Cisco)~15%/yrData budget growth (Deloitte)

From a Single Table to Uncontrollable Risk
More data, more places, more hidden regulatory risk

Step 1 of 6

It starts with one table

  • Your application begins with a single table.
  • The schema lives in code, and changes happen fast.
  • At this stage, the system feels easy to reason about.
The moment a schema is defined in code, it becomes the implicit contract governing how your data can be stored, used, and reasoned.
APPLICATION SCHEMA
users
user_id(pk)
emailSTRING
phone_numberSTRING
full_nameSTRING
created_atTIMESTAMP
last_login_atTIMESTAMP
account_statusSTRING
notesBLOB
A simple schema, defined in code.
go
{ chaim }

A Unified Governance Context For Your Data Estate

No runtime proxies No data ingestion Metadata-only

Chaim captures governance intent when infrastructure is defined and maintains a single, authoritative view across all systems.

Your Organization's Data Layer
Customer App
AWS RDSAWS S3
Analytics
DatabricksAWS S3
Support App
Azure SQLAzure Blob
{ chaim }

Understands context. Governs with action.

Governance Registered at Deploy Time

{ chaim } captures governance intent and resource context when infrastructure is defined and maintains a single, authoritative view across all systems—without copying or moving your data.

Schema & Resource Defined

user.bprint

email: stringPII
name: stringPII
Defined in code
Registered

{ chaim } AI-Powered Governance Engine

Schema + infrastructure context captured

Fields registeredSensitivity classifiedResources mapped
No data copied • No data moved
✓Compliant
Analytics Warehouse
⚠Drift Detected
ML Training Pipeline
✓Compliant
Support System
Downstream systems
If it wasn't registered at deploy, it isn't governable later.

Drop-In Integration

In six lines of code, { chaim } registers schema and infrastructure context and keeps it current as your system evolves.

Bind schema and infrastructure at deploy using CDK or Terraform.

my-project
Chaim CDK Example
cdk-stacks/user-data-stack.ts
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import * as cdk from 'aws-cdk-lib';
import * as dynamodb from 'aws-cdk-lib/aws-dynamodb';
import { Construct } from 'constructs';
import { ChaimDynamoDBBinder, ChaimCredentials } from '@chaim-tools/cdk-lib';

export class UserDataStack extends cdk.Stack {
  constructor(scope: Construct, id: string, props?: cdk.StackProps) {
    super(scope, id, props);

    // Create DynamoDB table
    const usersTable = new dynamodb.Table(this, 'UsersTable', {
      partitionKey: { name: 'userId', type: dynamodb.AttributeType.STRING },
      billingMode: dynamodb.BillingMode.PAY_PER_REQUEST,
    });

    // Bind schema to table with Chaim
    new ChaimDynamoDBBinder(this, 'UserSchemaBinding', {
      schemaPath: path.join(__dirname, '../schemas/user.bprint'),
      table: usersTable,
      credentials: ChaimCredentials.fromEnvironment(),
    });

    // Output
    new cdk.CfnOutput(this, 'TableName', { value: usersTable.tableName });
  }
}
Auto-generated on deploy
TypeScriptUTF-8
After deploy, { chaim } has a live map of this entity—schema, lineage, and policy obligations ready for audits and DSAR workflows.
What Chaim Enables

Registered Context. Coordinated Action.

With a live map of your schemas and data locations, { chaim } turns governance intent into executable actions across your data estate.

{ chaim }Control Plane
Schema and infrastructure registered at deploy time

An Authoritative Map of Your Data

Chaim builds the most accurate view of your data by registering schema and infrastructure context at deploy time, before data spreads.

No data copied. No data moved. No runtime interception.

Policies Applied Consistently Across Systems

Privacy and security policies attach to registered intent and propagate automatically across every system that touches the data.

Defined once. Enforced everywhere.

DB
DW
S3

Compliance Proven by Construction

Generate complete, provable audit trails on demand using the same authoritative context that executes actions.

No screenshots. No spreadsheets. No reconstruction.

Governance becomes executable.

Governance is no longer something you assemble later. It's something you inherit from how your systems were built.

{ chaim }

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