AI Solutions
We develop AI solutions and integrate AI agents designed specifically for your application, focusing on real-world impact and cost-savings over hype.
Beyond Chatbots
At Kirschbaum, we go beyond basic chatbots to deliver truly innovative AI solutions. We build autonomous agentic workflows that can loop humans when necessary.
Examples of AI Solutions
Classification Agent to categorize and route data - from documents to customer inquiries - reducing manual sorting and classification errors up to 90%.
Conversational and Phone Call Agents that integrate with your knowledge base (RAG) and internal tools via tool calling, collecting information, answering questions, performing actions and seamlessly handing off to humans when needed.
Monitor and analyze video streams across healthcare, security, retail, and manufacturing industries looking for patterns like fall-detection using advanced Machine Learning models.
Background Audit & Classification Agent Continuously monitor and categorize transactions, documents, or activities (like chats or phone calls) flagging anomalies and organizing data without disrupting workflows.
Intelligent Form Assistant Describe what you need in plain language, and AI instantly populates complex forms—eliminating data entry errors and reducing completion time by 95%.
Approach
We work together with your team with a constant feedback loop to identify high-impact AI opportunities and to ensure we're building the best and most effective tool.
Discovery: Identify high-leverage AI opportunities aligned with your business goals
Prototype: Validate concepts through an MVP of the AI Solution
Iterate: Continuous feedback and refinement based on real usage
Scale: Deploy and expand successful implementations
MCP Servers
At Kirschbaum, we believe tool choice priority will become the new search position on Google.
MCP Servers are the way to integrate your application directly into tools like ChatGPT and Claude. We create secure connections between LLMs and your proprietary data through:
Custom MCP server development
OpenAI App Platform integration
Laravel and AI Integration
Much before being AI experts, we are Laravel experts, and we have deep experience in how to create, build, maintain and measure custom AI agents for Laravel and how to deeply integrate them together.
Platform (Refinery)
We have built our own AI Orchestration framework that provides enterprise AI capabilities out of the box for any AI solution we build:
Backup Agents: Automatic failover when primary agents fail (e.g. if OpenAI is down)
Versioning: Track, test, and roll back AI model iterations
Workflows: Visual builders for complex AI pipelines with human checkpoints
Observability: Real-time metrics, cost tracking, and quality monitoring
Beyond LLMs
While Large Language Models (LLMs) are transformative, AI solutions extend far beyond text and language. We harness the full spectrum of AI technologies to design intelligent, cost-efficient systems that align with your business goals.
Solutions beyond LLMs
Computer Vision: Automate visual inspection, image recognition, or video analytics using tools like AWS Rekognition, Azure Vision or OpenCV.
Machine Learning: Build and deploy custom predictive or classification models with platforms such as Amazon SageMaker or TensorFlow.
Predictive Analytics: Analyze historical and live data to forecast trends, detect anomalies, and optimize decision-making.
Edge AI: Run inference directly on devices for real-time processing without cloud latency.
Recommendation Systems: Personalize user experiences with adaptive suggestions and dynamic content ranking.
Speech & Audio AI: Enable voice commands, transcription, and sound event detection with services like Amazon Transcribe or Whisper.
Ready to Build Real AI Solutions?
Let's discuss how pragmatic AI integration can transform your workflows. We'll identify quick wins and create a roadmap that delivers actual value—not just impressive demos.
Powering progress across sectors
Startups
Enterprises
E-commerce
Legal industry
Pharma
Startups
We help startups move fast without breaking things. From MVP to full-scale product, we provide the technical foundation to launch quickly, iterate confidently, and scale when the time is right — all while keeping quality and flexibility at the core.
Let us use our experience navigating hundreds of diverse projects to help ensure that your project is a success.
Let us use our experience navigating hundreds of diverse projects to help ensure that your project is a success.Nathan Kirschbaum
CEO
The right people and the right process are as important as the code we write.
We work with teams of all sizes and employ a flexible approach to problem solving. Our success stems from deep technical competency and a methodical, rigorous process that consistently delivers results.
Top development talent
Reliability & predictability
Real world results
Valuable insights
Explore our cases
Ongoing development for a top pharma company
HRDRV is a community-based record label and music production application positioned to revolutionize the music industry.
Training and guidance for an ivy league university
HRDRV is a community-based record label and music production application positioned to revolutionize the music industry.
Solutions for business challenges in a COVID era
Kirschbaum helped Aromahead Institute and Aromatics modernize their platforms — from building a dynamic.