AI And Business Knowledge · Internal Knowledge System
Studio Brain
Turn business notes into a searchable workspace where answers link back to the information they came from.
Sample workspace. Screenshots and demo figures use fictional records.
AI & Machine Learning
AI That Does a Real Job
Your receptionist answers after hours and books the qualified ones. We map the work your team repeats - qualify a lead, draft a follow-up, pull a quote - then build the private AI that does it, wired into the tools you already use. Hours saved, not an AI strategy.
We hold the Hugging Face AI Agents Course (opens in a new tab), LangChain Academy LangGraph Foundation, and HubSpot Revenue Operations. See About for the full list.
AI Solutions We Deliver
End-to-end AI development services from strategy to deployment.
Custom LLM Training
Fine-tune open-source models (Llama, Mistral) on your proprietary data for domain-specific AI capabilities.
Private AI Deployments
On-premise or private cloud AI infrastructure, keep your data completely under your control.
Claude/GPT Integration
Frontier models built into your applications with optimized prompts and workflows.
AI Agents & Automation
Autonomous AI agents that can plan, execute tasks, and integrate with your business systems.
Document Processing AI
Intelligent document understanding, extraction, and analysis from PDFs, images, and unstructured data.
Conversational AI
Custom chatbots and virtual assistants trained on your knowledge base and business processes.
Data Privacy
Your Data Stays Private
Your data handling requirements shape the model and deployment choice. We review where information is sent, stored, logged, and retained, then document the controls and vendor terms for the agreed architecture.
- On-premise model hosting
- Private cloud deployments
- No training data retention by third parties
- Security and privacy requirements reviewed
- Custom data processing agreements
Why Custom AI?
- No data sharing with third-party AI providers
- Custom models trained on your domain data
- Full control over AI behavior and outputs
- Reduced API costs with optimized models
- Data handling reviewed against your privacy requirements
- Competitive advantage with proprietary AI
Industry-Specific AI Models
Custom-trained models that understand your domain and business context.
Legal Document Analysis
AI that reviews contracts, extracts clauses, and identifies risks trained on legal precedents.
Healthcare Documentation
Medical scribe AI that understands clinical terminology and generates accurate SOAP notes.
Financial Analysis
AI models trained on market data for sentiment analysis, forecasting, and report generation.
Customer Support Automation
Intelligent agents that handle support tickets using your product knowledge base.
Our AI Development Process
A proven approach to delivering production-ready AI solutions.
1
Discovery
Understand your use case, data, and requirements
2
Data Preparation
Clean, structure, and annotate training data
3
Model Selection
Choose base model and fine-tuning approach
4
Training
Fine-tune and validate model performance
5
Integration
Deploy and integrate with your systems
6
Monitoring
Continuous improvement and performance tracking
AI Technology Stack
Modern tools and frameworks for AI development.
Claude
Anthropic AI
GPT-4
OpenAI
Llama
Meta AI
Mistral
Open Source
LangChain
Framework
Hugging Face
Model Hub
Python
Development
AWS/Azure
Infrastructure
Ready to Build Your Custom AI Solution?
Bring one task your team repeats every day. We will tell you whether AI can do it reliably and what it would take to build. Book a Free Consultation to review a use case.
Example deliverable
What the First Deliverable Looks Like
An agent design with a bounded job, a test set, and clear points for human review.
- Allowed actions and data access
- Evaluation cases
- Escalation and failure log
Related work (Internal system): Sarah Internal Agent
Working Applications
Explore Working Examples
Explore real application interfaces with fictional records. See how the work connects, then talk with us about a system for your business.