// Example: Advanced neural-symbolic reasoning
import { NeuralSymbolicEngine } from '@framework-zero/ai'
import { CompanyDatabase } from './systems'

// Initialize the cognitive processing engine
const cognitiveEngine = new NeuralSymbolicEngine({
  modules: ['neural-symbolic', 'causal-inference', 'decision-optimization'],
  security: { encryptionLevel: 'enterprise', accessControl: true }
})

// Connect to your existing business systems
await cognitiveEngine.connect({
  database: CompanyDatabase,
  auth: { type: 'oauth2', credentials: process.env.API_CREDENTIALS }
})

// Define a custom cognitive workflow
const workflow = cognitiveEngine.createWorkflow({
  name: 'Strategic Decision Support',
  inputs: ['market_data', 'internal_metrics', 'competitor_analysis'],
  processors: [
    { type: 'data_fusion', config: { resolution: 'high' } },
    { type: 'pattern_recognition', models: ['time_series', 'multivariate'] },
    { type: 'causal_analysis', confidence: 0.85 }
  ],
  output: {
    recommendations: true,
    confidence_scores: true,
    explanation: true
  }
})

// Deploy the custom AI solution
await workflow.deploy({ environment: 'production' })