We begin with a discovery call to understand your goals, followed by a technical assessment of your current systems. From there, we scope the engagement, define deliverables, and agree on a timeline before any work begins.
We work primarily with SaaS, fintech, and enterprise technology companies, though our infrastructure and AI consulting applies broadly across any industry running production cloud systems.
Yes. Most of our engagements involve close collaboration with in-house engineering teams — we typically integrate directly into existing workflows, tooling, and code review processes.
Yes, we design and deploy across all three major cloud providers, including multi-cloud and hybrid architectures where that best fits your resilience and cost requirements.
Absolutely. We specialize in phased, zero-downtime migrations that decompose legacy monoliths into modern, independently deployable services without disrupting live traffic.
We analyze system metrics, identify bottlenecks, and apply targeted optimizations — from caching strategies and database tuning to autoscaling policies and cost-aware resource sizing.
MCP is a standardized protocol that lets AI models communicate reliably with external tools, databases, and APIs — replacing brittle prompt engineering with structured, deterministic integrations.
AI agents can automate multi-step workflows, handle customer interactions, orchestrate internal tooling, and process large volumes of requests with consistent, auditable behavior.
Yes. We build MCP servers and custom integrations that connect AI agents directly to your internal APIs, databases, and third-party tools without requiring you to rebuild existing systems.
Yes, our support tier includes proactive monitoring, incident response, dependency updates, and quarterly architecture reviews with a dedicated point of contact.
We monitor system performance closely in the days following launch, validate metrics against pre-agreed benchmarks, and remain available to address any issues that surface under real traffic.
Yes — many of our clients move from project-based engagements into ongoing retainer partnerships for continuous infrastructure evolution, capacity planning, and roadmap support.