Apps in Clouds
Services

End-to-end, from whiteboard to production

We work as an embedded senior team. You get architecture, engineering, machine learning, and operations from people who've shipped and run real systems.

01 — Build

Software development & architecture

We design systems that are simple to reason about and safe to change. Whether it's a green-field product or untangling legacy code, we focus on clean boundaries, automated testing, and observability.

What we deliver

  • Web apps, APIs & microservices
  • System & data architecture
  • Code review & modernization
  • CI/CD pipelines & testing

How we work

  • Short feedback loops, demoable progress
  • Documentation that stays current
  • You own all source & infrastructure
  • Security reviewed at each milestone
02 — Train

AI training & deployment

Practical machine learning that earns its keep. We help you frame the problem, prepare data, train or fine-tune models, and — crucially — deploy them so they stay reliable, monitored, and cost-aware in production.

Capabilities

  • Data pipelines & feature engineering
  • Model training & fine-tuning
  • Evaluation & guardrails
  • Inference serving & scaling

Outcomes

  • Models behind clean, versioned APIs
  • Monitoring for drift & quality
  • Reproducible training runs
  • Right-sized infra to control cost
03 — Run

Local & cloud hosting

We operate what we build. Choose on-prem, your cloud account, or our managed environment — either way you get hardened deployments, automated backups, monitoring, and a team that answers when something needs attention.

Hosting options

  • On-premise / local deployment
  • Your cloud (AWS, GCP, Azure)
  • Fully managed by us
  • Containerized & reproducible

Operations

  • TLS, hardening & patching
  • Automated backups & restore drills
  • Metrics, logs & alerting
  • Incident response
04 — Analyze

Business intelligence & analytics

Turn the data you already have into decisions you can act on. We build the pipelines, models, and dashboards that surface what's actually happening in your business — with metrics everyone trusts and a single source of truth instead of a dozen conflicting spreadsheets.

What we deliver

  • Dashboards & self-serve reporting
  • Data warehouses & ETL/ELT pipelines
  • KPI modeling & semantic layers
  • Ad-hoc analysis & data exploration

Outcomes

  • One trusted source of truth
  • Decisions backed by current data
  • Automated reports, no manual exports
  • Governance, lineage & access control

Not sure which you need?

Most projects touch all three. Tell us the goal and we'll shape the right mix.

Talk to the team