System Modules
Modular AI services designed to be combined based on your needs. Each module is scoped, documented, and delivered with measurable outcomes.
Strategy
v1.0AI roadmap and opportunity assessment
Comprehensive assessment of your AI readiness and a prioritized roadmap for implementation. We identify high-impact opportunities and create a phased approach aligned with your business objectives.
Capabilities
- →AI maturity assessment
- →Use case identification and prioritization
- →Technology stack recommendations
- →Build vs buy analysis
- →Risk and compliance review
- →ROI modeling
Deliverables
- AI Strategy Document
- Implementation Roadmap
- Technology Architecture
- Business Case with ROI
LLM Applications
v2.1Custom language model applications
Production-ready applications powered by large language models. From intelligent chatbots to document processing systems, we build solutions that understand and generate human-like text for your specific domain.
Capabilities
- →Custom chatbots and virtual assistants
- →Document summarization and analysis
- →Content generation systems
- →Semantic search interfaces
- →Multi-modal applications
- →Fine-tuning and prompt engineering
Deliverables
- Production Application
- API Documentation
- Deployment Guide
- Monitoring Dashboard
RAG Systems
v1.4Retrieval-augmented generation pipelines
Connect your LLM applications to your proprietary data with retrieval-augmented generation. Enable accurate, up-to-date responses grounded in your knowledge base while maintaining source attribution.
Capabilities
- →Vector database design and optimization
- →Document ingestion pipelines
- →Hybrid search (semantic + keyword)
- →Query routing and optimization
- →Re-ranking and relevance tuning
- →Source citation and attribution
Deliverables
- RAG Pipeline
- Vector Database
- Ingestion System
- Evaluation Suite
Automation & Agents
v0.9Intelligent workflow automation
Autonomous agents that can reason, plan, and execute multi-step tasks. From simple automations to complex agentic workflows, we build systems that work intelligently on your behalf.
Capabilities
- →Multi-step workflow agents
- →Tool use and API integration
- →Decision-making systems
- →Human-in-the-loop patterns
- →Error handling and recovery
- →Scheduling and orchestration
Deliverables
- Agent Framework
- Workflow Definitions
- Integration Connectors
- Operations Playbook
Data Engineering
v3.0Data infrastructure and pipelines
The foundation of any AI system is clean, accessible data. We design and build data infrastructure that feeds your AI applications with the right information at the right time.
Capabilities
- →ETL/ELT pipeline design
- →Data warehouse architecture
- →Real-time streaming systems
- →Data quality frameworks
- →Governance and lineage
- →Cost optimization
Deliverables
- Data Architecture
- Pipeline Code
- Quality Dashboard
- Documentation
Eval & Observability
v1.2AI system monitoring and evaluation
Production AI systems require continuous monitoring and evaluation. We implement frameworks that track quality, detect drift, and ensure your systems perform reliably at scale.
Capabilities
- →LLM output evaluation
- →Performance monitoring
- →Drift detection
- →A/B testing frameworks
- →Cost tracking and optimization
- →Incident response automation
Deliverables
- Evaluation Framework
- Monitoring Stack
- Alert Configuration
- Runbooks
Custom Engagements
Have a unique challenge that does not fit neatly into our modules? We offer custom scoping for complex, multi-system projects.
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