LLM Application Development & AI Agent Solutions

Practical Open-Source On-Prem or Subscription Artificial Intelligence for Real Business Problems using Claude, Gemma, OpenAI, CoPilot, QWEN, Deepseek, Mistral, Ollama or a mix. Multi-model development goves you the best tool for the job

Large Language Models (LLMs) are transforming the way organisations access information, automate processes, analyse data, and support decision-making. However, successful AI implementations require far more than simply connecting to a model.

Triatin designs, develops, and deploys enterprise AI solutions that combine LLMs, business data, documents, analytics platforms, APIs, and governance controls to create secure, practical, and measurable business outcomes.

Our AI Development Capabilities

AI Agent Development

• Enterprise AI assistants
• Operational support agents
• Service desk agents
• Knowledge management assistants
• Workflow automation agents
• Multi-agent architectures
• Human-in-the-loop approval systems

Retrieval-Augmented Generation (RAG)

• Company knowledge bases
• Policy and procedure integration
• Technical documentation search
• Contract and legal document retrieval
• Regulatory and compliance repositories
• Enterprise document management integration

Document Ingestion & Analysis

• PDF processing
• Office document analysis
• Tender and procurement analysis
• Technical manual ingestion
• Policy and procedure extraction
• Compliance assessment
• Requirement extraction and classification
• Automated document summarisation

OCR & Intelligent Document Processing

• Image-to-text extraction
• Scanned document processing
• Form recognition
• Invoice and purchase order extraction
• Handwritten content analysis
• Document classification
• Metadata extraction

Image & Vision Solutions

• Image analysis
• Diagram interpretation
• Equipment and asset recognition
• Visual quality assessment
• Technical drawing analysis
• Document image processing
• Multimodal AI solutions

AI for Data & Analytics

Triatin specialises in combining AI with enterprise data platforms.

AI-Powered Analytics

• Natural language reporting
• Business intelligence assistants
• Metric and KPI exploration
• Executive reporting support
• Decision support systems

Data Warehouse Integration

• SQL-aware AI assistants
• Analytics knowledge layers
• Semantic data access
• Enterprise reporting integration
• Business glossary integration

Augmented Business Intelligence

• AI-assisted reporting
• Narrative analytics
• Metric interpretation
• Business performance analysis
• Executive insight generation

Security & Governance Solutions

AI systems require appropriate governance controls.

Triatin develops:

LLM Governance Frameworks

• Prompt wrappers
• Policy enforcement layers
• Role-based access controls
• Audit and monitoring frameworks
• Content filtering
• Compliance controls

Prompt Injection Protection

• Input validation
• Context isolation
• Security filtering
• Response validation
• Controlled tool access

Secure Enterprise AI

• On-premise AI deployment
• Air-gapped environments
• Private LLM infrastructure
• Controlled knowledge repositories
• Data sovereignty solutions

Operational Intelligence & Monitoring

AI can be used to analyse operational and technical environments in real time.

Network & Infrastructure Analytics

• Network event analysis
• Log interpretation
• Operational monitoring
• Infrastructure health assessment
• Security event investigation
• Root cause analysis support

Predictive Analytics

• Sensor data analysis
• Threshold validation
• Equipment monitoring
• Anomaly detection
• Predictive maintenance
• Operational forecasting

Knowledge-Driven Operations

• Operational playbooks
• Incident response assistance
• Troubleshooting support
• Technical knowledge retrieval
• Automated recommendations

Enterprise Integration

AI solutions become most valuable when integrated into existing systems.

Triatin regularly integrates AI platforms with:

• SAP environments
• Microsoft platforms
• SQL Server
• Oracle
• PostgreSQL
• Power BI
• Tableau
• Apache Superset
• APIs and operational systems
• Document management platforms

Deployment Options

Cloud-Based AI

Leverage modern cloud infrastructure for scalable AI services.

Private AI Platforms

Deploy AI solutions within private infrastructure for enhanced control and governance.

Air-Gapped AI

Support highly secure environments where external connectivity is restricted or prohibited.

Hybrid Architectures

Combine cloud and on-premise services to balance capability, security, and cost.

Why Triatin?

Our AI solutions are built on a foundation of:

• Data Engineering
• Business Intelligence
• Enterprise Integration
• Information Governance
• Cloud Architecture
• Security Controls
• Operational Technology

Rather than focusing solely on AI models, we focus on integrating AI into real business processes, data platforms, and operational environments.

From Information to Intelligence

Whether you need a document analysis platform, enterprise knowledge assistant, AI-powered reporting solution, intelligent document processing system, operational monitoring agent, or secure private AI deployment, Triatin can help you build practical AI solutions that deliver measurable business value.

Governed AI. Trusted knowledge. Practical outcomes.