AI Infrastructure Development
Design and build the backbone of your AI operations.
- Resilient data pipelines and orchestration layers
- Secure environments for model serving and monitoring
- Observability and cost governance baked into the stack
Services
Umar & Co LLC combines infrastructure engineering rigor with practical AI expertise. Every engagement is custom scoped, documented, and delivered so you can operate independently.
Custom AI Workflow Implementation
Deploy automation that blends with your existing systems.
- Process discovery and requirements refinement
- Implementation using open APIs and self-hosted components
- Documentation and training so your team can iterate confidently
Cloud Architecture (Specializing in Google Cloud)
Blueprints and deployments optimized for scalability and compliance.
- GCP landing zones, IAM, and networking baselines
- Infrastructure-as-code for repeatable deployments
- Migration and modernization planning for existing workloads
AI Systems Integration & Support
Keep critical automations healthy and aligned with your roadmap.
- Integration with CRMs, ticketing systems, and internal tools
- Health checks, performance tuning, and reliability improvements
- Retainer-style support or packaged readiness reviews
ML Model Fine-tuning & Deployment
Improve model accuracy and bring it to production responsibly.
- Dataset curation, labeling strategy, and evaluation frameworks
- Fine-tuning large language models and task-specific architectures
- Deployment pipelines with rollback and monitoring safeguards
Technical Consulting for AI Projects
Get senior-level guidance before you commit resources.
- Architecture reviews and second opinions
- Build-versus-buy analysis rooted in operating cost realities
- Executive-ready roadmaps that translate tech decisions into business milestones
Need a bespoke engagement?
Whether you are validating a proof of concept or scaling production workloads, we structure retainers and project packages around clear milestones and measurable outcomes.