Capabilities
What we build
Specialist capabilities for complex systems. We bring senior expertise, end-to-end ownership, and a product mindset to every engagement.
Cloud-native Platforms
We design and build scalable, resilient platforms that handle real-world load and complexity. From microservices architecture to multi-tenant systems, we focus on operability from day one.
What it is
- Microservices and API-first architecture
- Multi-tenant platform design
- Event-driven systems and async processing
- Infrastructure as code and deployment automation
Typical deliverables
- Architecture documentation and decision records
- Production-ready services with CI/CD
- Monitoring, alerting, and runbooks
- Cost optimization analysis
Pitfalls we prevent
- Premature microservices without clear boundaries
- Missing observability until production incidents
- Ignoring multi-tenancy isolation from the start
AI/ML Systems That Ship
We build AI and ML systems that work in production, not just notebooks. Computer vision, biometrics, video analytics, and large-scale inference pipelines designed for real-world constraints.
What it is
- Computer vision and image/video processing
- Biometric systems and identity verification
- Real-time inference and edge deployment
- ML pipeline orchestration and model serving
Typical deliverables
- Production ML models with evaluation metrics
- Inference services with SLAs and monitoring
- Data pipelines and feature engineering
- Model versioning and A/B testing infrastructure
Pitfalls we prevent
- Research-focused models that fail in production
- Missing evaluation strategy and benchmarks
- No plan for model updates and retraining
Salesforce Transformation
We help enterprises modernize on Salesforce with custom solutions that users actually want to use. From legacy migration to custom LWC development, we focus on adoption and business outcomes.
What it is
- Custom Lightning Web Components (LWC)
- OmniStudio/Vlocity implementations
- Legacy system migration to Salesforce
- Integration strategy and implementation
Typical deliverables
- Custom components with design system compliance
- Automated workflows and process builders
- Secure embedded analytics
- CI/CD pipelines for Salesforce
Pitfalls we prevent
- Over-customization that blocks upgrades
- Poor data migration leading to adoption failure
- Ignoring change management and training
Delivery Ops & Engineering Leadership
We help organizations scale engineering delivery with remote teams, reliability practices, and clear ownership. Partner-led guidance for teams that need to ship faster without sacrificing quality.
What it is
- Engineering team structure and delivery practices
- Remote team scaling and async collaboration
- Reliability engineering and SRE practices
- Technical due diligence and assessments
Typical deliverables
- Team structure and hiring plans
- Delivery playbooks and rituals
- Incident response and on-call setup
- Technical roadmaps and priority frameworks
Pitfalls we prevent
- Hiring before defining team structure
- No clear ownership (DRIs) for outcomes
- Reliability as an afterthought
Ready to discuss your project?
We'd love to learn about your challenges and see if we can help.