// MODULE VT-SVC-01 · REV C

Services

Six engineering lines, one standard: if it wouldn't pass a hardware inspection, it doesn't ship. Every engagement gets a named lead, a written spec and a measurable definition of done.

U1 · CLOUD INFRASTRUCTURECloud that scales like hardware — predictably

We design and operate cloud platforms on AWS, Azure and Google Cloud that behave the way good hardware does: deterministic under load, observable at every layer, and priced without surprises. Whether you're moving your first workload off a rented rack or re-architecting a multi-region estate, we start from the schematic — capacity, latency and failure domains on paper before a single resource is provisioned.

  • Migration & re-platforming with zero-downtime cutover plans
  • Kubernetes and serverless architectures sized to real traffic
  • Cost engineering — typical clients cut cloud spend 25–40%
  • 24/7 managed operations with sub-15-minute response

U2 · CYBERSECURITYSecurity that treats every packet as suspect

Attackers don't care how nice your architecture diagram looks. Our security practice runs on zero-trust principles: verify everything, encrypt everywhere, assume breach. We combine offensive testing with defensive engineering, so the people hardening your perimeter are the same ones who know how to break it.

  • Penetration testing and red-team engagements with full reports
  • Zero-trust network architecture and identity design
  • SOC monitoring, incident response and forensics
  • Compliance readiness: ISO 27001, SOC 2, GDPR

U3 · AI & MACHINE LEARNINGAI wired into your product, not bolted on

We build AI systems that earn their power budget: custom models, retrieval pipelines and autonomous agents integrated directly with your data and workflows. No demo-ware — every model we ship comes with evaluation suites, monitoring and a rollback plan, because intelligence without reliability is just risk.

  • LLM applications: assistants, agents and document intelligence
  • Computer vision for manufacturing, retail and logistics
  • Forecasting and recommendation engines on your own data
  • MLOps: versioned models, drift detection, safe deployment

U4 · SOFTWARE DEVELOPMENTSoftware with part numbers and revision letters

Web platforms, mobile apps, internal tools and embedded firmware — built by engineers who document as they go. Our delivery process borrows from hardware manufacturing: written specifications, review gates at every stage, and acceptance tests your team can re-run forever. You get the source, the docs and the pipeline, not a dependency on us.

  • Web & mobile product development, MVP to enterprise scale
  • API design and system integration across legacy estates
  • Embedded and IoT firmware with OTA update pipelines
  • Code audits and rescue missions for stalled projects

U5 · DEVOPS & AUTOMATIONShip every day without breaking nights

Deployment shouldn't be an event — it should be a non-story. We build CI/CD pipelines, infrastructure-as-code and observability stacks that let your team release on a Tuesday afternoon and go home on time. Everything is versioned, everything is reproducible, and rollback is one command.

  • CI/CD pipelines with automated testing and review gates
  • Terraform / OpenTofu infrastructure-as-code estates
  • Monitoring, alerting and SLO design that ends alert fatigue
  • Platform engineering: golden paths for your developers

U6 · DATA ANALYTICSFrom raw event streams to decisions

Data you can't query is just storage cost. We build the full path — ingestion, warehousing, transformation, dashboards — so the numbers your leadership sees on Monday morning are the same numbers your systems produced on Sunday night. Fresh, reconciled and traceable back to the source event.

  • Data pipelines and lakehouse architectures (dbt, Spark, Kafka)
  • Warehouse design on BigQuery, Snowflake and ClickHouse
  • Executive dashboards and self-service BI rollouts
  • Data quality contracts and lineage tracking

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