Federated Intelligence Kit

Multiple Sherpa systems sharing intelligence without sharing raw data.

0/0 sources contributed

Configuration

Protocol

Privacy guarantees

Federated Intelligence Dashboard

Systems

Shared Insights

Privacy Budget

68%

Integration Code

import { createFederatedIntelligence } from 'agent-tools-kit/cross-system'

const federation = createFederatedIntelligence({
  protocol: 'secure-aggregate',
  privacyBudget: 0.5,
  differentialPrivacy: true,
})

await federation.join(network)

const result = await federation.aggregate({
  sources: ['us-east', 'eu-west', 'apac'],
  query: 'anomaly_patterns',
})

result.on('source-complete', (source, insights) => {
  console.log(`${source.name} contributed ${insights.length} insights`)
})

const combined = await result.finalize()
console.log('Total insights:', combined.length, 'Privacy cost:', combined.privacyCost)