Built on Advanced Technology

Microservices architecture with AI guidance and deterministic optimization

System Architecture

Microservices architecture with scalable, cloud-based deployment

Client Layer

Web Browser
Next.js React App

Application Services

Goal Management
Forecasting
Optimization
Investment Strategy
Execution
LLM Service

Data Layer

PostgreSQL
Vector Store
Redis Cache
API Gateway

Production Deployment

AWS cloud architecture with microservices and event-driven automation

Microservices

Frontend

ECS Fargate
Next.js

Backend API

ECS Fargate
FastAPI

LLM Service

ECS Fargate
LangGraph

Execution Worker

ECS Fargate
Background Jobs

Infrastructure

Database

PostgreSQL RDS
  • Multi-AZ
  • Auto Backups

Cache

ElastiCache Redis
  • Sessions
  • Rate Limiting

Vector Store

OpenSearch
  • RAG
  • Semantic Search

Storage

S3
  • Configs
  • PDFs
  • Secrets

Event-Driven Automation

Periodic Rebalancing

EventBridge Schedule

Automated portfolio rebalancing

Savings Allocation

Monthly/Bi-Weekly

Automatic fund transfers

Price Updates

Market Hours

Real-time market data sync

Platform Workflow

The complete journey from goal creation to automated execution

🎯
Goals
📊
Forecast
Optimize
💼
Invest
🚀
Execute

Goals

Create and manage multiple financial objectives with customizable parameters

Forecast

Advanced Monte Carlo simulations to project goal success probability

Optimize

Intelligent prioritization and automated monthly surplus allocation

Invest

Professional-grade portfolio construction with risk assessment

Execute

Tax-aware trading, rebalancing, and continuous monitoring

AI Assistant & Deterministic Optimization

AI Assistant

  • RAG-powered guidance
  • Context-aware assistance
  • Helps investors & advisors
  • Multi-agent orchestration

Deterministic Optimization

  • Transparent algorithms
  • Priority scoring (APR, funding ratios, time horizons)
  • Explainable decisions
  • Consistent results

Security & Compliance

Security

  • End-to-end encryption
  • Secure data storage
  • Access controls & authentication
  • Regular security audits

Compliance

  • Financial industry regulations
  • Data protection standards
  • Privacy policy compliance
  • Audit trail & recordkeeping

For Institutions

Financial institutions, recordkeepers, and fintech platforms partner with kernsysteme to offer comprehensive financial planning to their customers—empowering individual investors through trusted channels.

How B2B2C Works

Financial Institution

Banks, retirement plan providers, fintech platforms partner with kernsysteme

White-Label Integration

API integration, brand customization, and seamless deployment under institution's brand

Individual Customers

Institution's customers access comprehensive financial planning through trusted channel

Partnership Benefits

1

Enhance Customer Value

Offer comprehensive financial planning as a value-added service

2

Increase Engagement

Drive higher participation and retention through better financial outcomes

3

White-Label Integration

Deploy under your brand with full customization and API integration

API Integration

RESTful API

Comprehensive REST API for all platform capabilities

  • Goal Management
  • Forecasting
  • Optimization
  • Investment Strategy
  • Execution

Authentication & Security

Enterprise-grade security for API access

  • OAuth 2.0
  • API Keys
  • Rate Limiting
  • Encrypted Communication

Webhook Support

Real-time event notifications for integration

  • Goal Updates
  • Trade Execution
  • Rebalancing Events
  • Custom Events

White-Label Deployment

Brand Customization

Full control over visual identity

  • Custom Logo & Colors
  • Branded UI Components
  • Custom Domain
  • Email Branding

UI/UX Customization

Tailor the experience to your brand

  • Custom Themes
  • Layout Options
  • Feature Toggles
  • Custom Workflows

Deployment Options

Flexible deployment models

  • Cloud Hosting
  • On-Premise
  • Hybrid
  • Multi-Region

Backend Architecture

Scalable Infrastructure

  • Microservices architecture for independent scaling
  • Containerized deployment with Kubernetes
  • Multi-region support for global reach
  • Auto-scaling based on demand

Multi-Tenancy & Security

  • Complete data isolation between institutions
  • Role-based access control (RBAC)
  • Comprehensive audit logging
  • SOC 2 Type II compliant infrastructure

Enterprise Features

  • API integration and white-label deployment
  • Scalable architecture for millions of users
  • Comprehensive compliance and security
  • Dedicated support and onboarding

Business Benefits

  • Increase customer engagement and retention
  • Differentiate your offering in the market
  • Reduce development time and costs
  • Faster time-to-market for new features

Ready to Transform Your Financial Planning?

See how kernsysteme can help you achieve all your financial goals