Forward deployed engineering for regulated enterprises.

Cloudlit engineers work inside your environment, under your access policies, from the first week. The same people who design the platform build it, operate it and hand it over.

Forward Deployed Engineering

Engineers embedded in your environment, accountable through production.

Forward deployed engineers work inside your tools, data and workflows from day one, alongside your team. No ramp-up cycles, no generic playbooks and no handoffs between discovery and delivery.

01
AI platforms

GPU node pools, model serving, registries and vector stores inside your perimeter.

FDEForward deployed engineering & managed operationsOne team across the full stack
  • Embedded from day one

    Engineers work inside your environment, aligned to your culture and constraints, eliminating ramp-up time and the friction of consultants who never touch production.

  • Value that compounds

    Each engagement captures reusable pipelines, runbooks and infrastructure patterns, so what we build in one environment strengthens the next.

  • Accountable beyond go-live

    We operate what we build alongside your most critical workloads, with ongoing support, tuning and scaling. Ownership does not end at go-live.

1–2 wks
To first working prototype
24×7
Operations after go-live
1 team
From discovery to operations
How an engagement runs

The same engineers from discovery to scale.

  1. 01Discover & align

    We map use cases, constraints and success metrics with your stakeholders to define what production-ready looks like for your business.

  2. 02Build in your environment

    Parallel workstreams inside your cloud, data and CI/CD tooling deliver working prototypes in as little as one to two weeks, with real-time decisions instead of change-order cycles.

  3. 03Deploy & integrate

    We integrate with your existing platforms, security controls and operations processes, so systems meet compliance and reliability requirements from the start.

  4. 04Operate & scale

    After go-live we maintain, improve and scale workloads as requirements evolve, staying accountable for performance and measurable results.

Put engineers inside your environment.

Tell us the workload and the constraints. We will propose a forward deployed team, a first working prototype and the gates to production.