AI Integration & LLM Consulting

Add AI features that hold up in production, built across the major providers.

  • Multi-provider LLM orchestration (OpenAI, Anthropic Claude, Google Gemini, Azure OpenAI)
  • Prompt engineering with versioning and A/B testing
  • Streaming responses with real-time chat interfaces
  • Session management and persistent conversation history
  • Per-tenant usage analytics and cost optimization
  • MCP (Model Context Protocol) server implementation
  • Speech-to-text and text-to-speech integration

API-to-MCP Integration

Make your existing APIs usable by AI assistants and agents. With Kuhn Consulting's API2MCP platform, your REST APIs become Model Context Protocol (MCP) servers, so tools like Claude can call your services directly. No custom integration code to build or maintain.

  • Expose any REST API as a hosted MCP server and toolset
  • Auto-generated tools from your OpenAPI spec or existing endpoints
  • Tools stay in sync as your API changes
  • Secure per-provider credential and auth management
  • Centralized dashboard for servers, tools, and usage analytics
  • Ready for Claude, Claude Code, and other MCP clients

SaaS Platform Architecture

Launch a SaaS product that can scale: multi-tenant architecture built for growth, security, and the day-to-day work of running it.

  • Multi-tenant architecture with database-level tenant isolation
  • Subscription billing with full lifecycle management
  • Rate limiting, IP restrictions, and abuse prevention
  • Comprehensive audit logging for all critical actions
  • Tier-based access control with license token management
  • Real-time messaging via SignalR WebSockets
  • RESTful API design with OpenAPI/Swagger documentation

Full-Stack Web Development

Ship fast, reliable web applications, built on the proven Microsoft .NET stack.

  • ASP.NET Core Web APIs and Razor Pages applications
  • Blazor Server and Blazor Hybrid interactive UIs
  • React with TypeScript for SPA front-ends
  • SQL Server database design, optimization, and migrations
  • Entity Framework Core with complex data modeling
  • Reusable component library development
  • SSRS reporting and SSIS data pipelines

Cross-Platform App Development

Reach users on every platform from one codebase, with native performance on Windows, iOS, macOS, and Android and no separate apps to maintain.

  • .NET MAUI for Windows, iOS, macOS, and Android
  • Blazor Hybrid for shared web/native UI components
  • Local-first architecture with SQLite for offline support
  • Mapbox integration for location-based features
  • Platform-specific APIs and native capabilities
  • App store deployment and distribution

Payment Integration

Take payments without the headaches: Stripe, PayPal, and in-app purchases, with the full subscription lifecycle handled.

  • Stripe integration with subscription lifecycle management
  • PayPal checkout and recurring billing
  • Apple and Google In-App Purchase support
  • Create, pause, resume, cancel, and refund workflows
  • Transaction review with admin flagging
  • Detailed audit trails for all payment actions

Authentication & Security

Protect your users and their data with modern authentication: passwordless login, multi-factor security, and enterprise SSO.

  • OAuth2 with social login (Google, Microsoft, Facebook)
  • WebAuthn / Passkeys for passwordless authentication
  • Two-factor authentication with recovery codes
  • JWT session management with refresh tokens
  • SAML SSO for enterprise client integration
  • Column-level database encryption

Communication Services

Keep users in the loop with reliable, compliant messaging: email, SMS, and real-time notifications across multiple providers.

  • Email services via MailKit with HTML templates
  • SMS via Twilio, AWS SNS, and Vonage
  • Batch processing for bulk communications
  • Opt-out compliance and preference management
  • Rule-based automated notification systems
  • Real-time messaging with SignalR

E-Learning & SCORM

Build or enhance learning management platforms with 20+ years of e-learning industry expertise and standards compliance.

  • SCORM 1.2 and SCORM 2004 compliance
  • AICC courseware integration
  • Learning Management System development
  • Courseware conversion and standards consulting
  • Enterprise LMS platforms for Fortune 500 clients
§ FAQ

Frequently asked questions

Straight answers about how engagements work.

What does AI integration consulting involve?

AI integration consulting means connecting your application to large language model (LLM) APIs (OpenAI, Anthropic Claude, Google Gemini, or Azure OpenAI) and building the infrastructure around them: prompt engineering, streaming responses, session and conversation history, cost controls, and per-user usage analytics. Kuhn Consulting ships production-grade implementations, not prototypes.

What is Model Context Protocol (MCP) and why does it matter?

Model Context Protocol (MCP) is an open standard that lets AI assistants like Claude call external tools and APIs directly. Instead of users copy-pasting data between their tools and an AI, MCP lets the AI query your systems on demand. Kuhn Consulting builds MCP servers that expose your REST APIs as AI-native tools, and also built API2MCP, a platform that automates this for any OpenAPI-documented service.

How long does it take to build a production SaaS backend?

A minimum viable SaaS backend with authentication, multi-tenancy, subscription billing, and a basic API typically takes 8 to 16 weeks depending on complexity. Kuhn Consulting speeds that up with the Wildwood Platform, a production-tested SaaS backend that already has these pieces built, so new products launch on enterprise-grade infrastructure in a fraction of the time.

Do you work remotely?

Yes. Kuhn Consulting is based in Eagle, Colorado and works remotely with clients across the United States. Every engagement is handled directly by Mark Kuhn, with no subcontractors or junior developers.

§ Get in touch

Ready to start a project?

Tell me what you're building, and let's figure out if it's a fit.