How We Help
Engineering solutions across the AI system lifecycle—from strategic planning to production optimization.
Where We Fit
Planning AI Investments
You're evaluating major AI platform decisions and need independent validation before committing millions. Architecture mistakes are expensive—you need confidence in your technology choices.
→ AI Architecture Assessment validates your approach before you build.
Building Modern AI Systems
Your development team needs AI-enhanced workflows to build faster and maintain higher code quality. You want systematic improvements, not just individual productivity gains.
→ AI Codebase Readiness transforms your development lifecycle with AI-powered tools.
Integrating AI with Legacy Systems
You have 10-20 year old systems and need to add AI capabilities without complete replatforming. The brownfield challenge is real—you need pragmatic integration strategies.
→ AI Integration Architecture solves the legacy system challenge.
Optimizing Production AI
Your AI systems are live but costs are spiraling and performance issues threaten ROI. You need to cut infrastructure costs 40-70% without degrading quality or user experience.
→ Production AI Optimization reduces costs while maintaining quality.
Our Engineering Approach
Deliverable-Focused
- →Tangible artifacts you can use immediately—blueprints, frameworks, specifications, not just recommendations
- →Reference architectures tailored to your specific systems and constraints
- →Implementation roadmaps with clear phases and decision gates
- →Working systems for AI Codebase Readiness—agents, prompts, knowledge stores
Evidence-Based
- →Independent validation based on engineering rigor, not vendor promises
- →Performance baselines to measure improvements against current state
- →Cost projections with realistic ROI calculations and risk assessments
- →Measurable outcomes you can verify—performance gains, cost reductions, quality improvements
We deliver engineering solutions, not consulting reports. Every engagement produces artifacts you can implement immediately.
Our Service Offerings
AI Codebase Readiness
Featured Development Service
Transform your development lifecycle with AI-enhanced workflows. We build custom agent ecosystems, knowledge stores, and prompt libraries tailored to your codebase.
AI Architecture Assessment
Strategy · AI
Independent validation before major AI platform investments. Avoid costly architectural mistakes with evidence-based technology selection and risk assessment.
Production AI Optimization
Cloud · AI
Reduce AI infrastructure costs 40-70% without quality degradation. Systematic performance and cost optimization for AI systems running in production.
AI Integration Architecture
Strategy · Cloud
Add AI to legacy systems without complete replatforming. Pragmatic integration strategies for brownfield environments with 10-20 year old systems.
What You Get
Tangible Deliverables
Specifications, blueprints, frameworks, and working systems—not just recommendations
Measurable Outcomes
Performance gains, cost reductions, and quality improvements you can verify
Immediate Impact
Solutions you can start implementing right away, with clear implementation paths
Production Expertise
Engineering rigor focused on what works at scale in real production environments
ROI-Focused
Cost reduction, performance improvement, and risk mitigation with realistic projections
Technical Depth
Architecture-level engineering, not surface-level consulting or generic best practices
Ready to Get Started?
Let's discuss your systems and development challenges—we'll explore how our engineering expertise can help.
Let's Talk