Engineering services

Custom software, engineered from idea to production.

When you need an outcome delivered end to end, a CrossX team owns it: discovery, architecture, build, launch and support. Pair it with staff augmentation whenever your own team needs extra hands.

  • Web, mobile & platform
  • AI/ML in production
  • Modernization & cloud
  • Quality & delivery
  • Technical leadership

What we deliver

Capabilities shaped around your goal.

Tell us what success looks like at the finish line, and we shape the team and the plan around it.

01Core

Custom software engineering

Production software built around how your business works: customer-facing products, internal platforms and the APIs that connect them. We take features from rough idea to shipped, tested and observable, and we write code your own engineers will be glad to inherit.

  • New products and major features, end to end
  • Web applications, mobile apps and public APIs
  • Internal tools and workflow automation
  • Integrations with the systems you already run
  • Web platforms
  • iOS & Android
  • APIs & integrations
  • Internal tools
02Modern capability

AI/ML engineering & integration

AI features are software features: they need data pipelines, evaluation, guardrails, monitoring and a sensible cost model. We help you choose the problems where AI earns its place, then build them to hold up in production for the long run.

  • LLM-powered features with retrieval over your own data
  • Evaluation harnesses that measure quality continuously
  • ML pipelines from data preparation to deployment
  • AI embedded into existing products and workflows
  • LLM integration
  • Retrieval (RAG)
  • Evaluation & guardrails
  • ML pipelines
  • MLOps
03Reduce risk

Legacy modernization & cloud

Your most valuable software is often your oldest. We modernize step by step: isolating the risky parts, adding tests around what works, and moving workloads to the cloud when the economics add up, so the business keeps running throughout.

  • Incremental re-architecture of monoliths
  • Cloud migration and right-sizing
  • Framework, language and runtime upgrades
  • Test coverage around critical paths
  • Re-architecture
  • Cloud migration
  • Upgrades
  • Cost & reliability
04Ship with confidence

QA automation & DevOps / platform

Release speed is a quality discipline. We build the automated tests, pipelines and infrastructure as code that let your team ship small changes often and roll back calmly whenever needed.

  • Test automation strategy and implementation
  • CI/CD pipelines and release automation
  • Infrastructure as code and environments on demand
  • Observability, alerting and incident readiness
  • Test automation
  • CI/CD
  • Infrastructure as code
  • Observability
  • SRE practices
05Leadership

Fractional CTO & technical leadership

Sometimes the most valuable addition is seasoned technical judgment. A CrossX technical leader can own architecture decisions, shape a hiring plan, assess the health of your systems, or steady a team through a critical delivery while you find the right permanent leader.

  • Architecture and build-versus-buy decisions
  • Engineering roadmap and hiring plan
  • Technical health assessments
  • Interim engineering leadership
  • Architecture
  • Roadmapping
  • Team design
  • Interim leadership

Delivery process

Discover. Shape. Build. Test. Launch. Support.

Short feedback loops and working software early. Phases overlap and repeat as we learn, with you seeing progress every step of the way.

  1. Discover

    Understand the goal

    Users, existing systems and constraints, with the riskiest assumptions named first.

  2. Shape

    Plan the first release

    Release scope, an architecture sketch and a thin slice that proves the hardest part.

  3. Build

    Ship in short iterations

    Working software at the end of each iteration, demoed to you for early feedback.

  4. Test

    Automate quality

    Automated tests, security review and performance checks built into the pipeline.

  5. Launch

    Release in stages

    Monitoring, alerts and a rollback plan in place, with real usage informing the next step.

  6. Support

    Run or hand over

    Runbooks, walkthroughs and pairing for your team, or ongoing support from ours.

Better together

Project teams and staff augmentation, side by side.

Engineering services and staff augmentation share the same engineers, habits and standards, so you can blend them as your plans change.

Explore staff augmentation
  1. Start with an engineer, grow into a squad

    Begin by extending your team with one specialist, then add a CrossX squad when a larger initiative arrives.

  2. Hand off a project, keep your team close

    A CrossX team delivers a defined project while augmented engineers keep your core roadmap moving.

  3. One CrossX lead across both

    A single point of contact coordinates every engineer and every deliverable.

Technology

Fluent in the stack you already run.

Our engineers adapt to your languages, frameworks and cloud. Filter by area to see where they work most often.

Languages 10

  • TypeScript
  • JavaScript
  • Python
  • Java
  • Kotlin
  • C#
  • Go
  • Rust
  • Swift
  • SQL

Frontend 7

  • React
  • Next.js
  • Vue
  • Angular
  • Svelte
  • HTML & CSS
  • Design systems

Backend 9

  • Node.js
  • .NET
  • Spring Boot
  • Django
  • FastAPI
  • GraphQL
  • PostgreSQL
  • Redis
  • Kafka

Mobile 4

  • React Native
  • Flutter
  • SwiftUI
  • Jetpack Compose

Data & AI 16

  • LLM applications
  • Retrieval (RAG)
  • PyTorch
  • scikit-learn
  • MLOps
  • Apache Spark
  • dbt
  • Airflow
  • Vector databases
  • AI agents & workflows
  • Prompt engineering & evaluation
  • Model fine-tuning
  • Computer vision
  • NLP
  • AI guardrails & safety
  • AI-assisted development

Cloud & DevOps 8

  • AWS
  • Azure
  • Google Cloud
  • Kubernetes
  • Docker
  • Terraform
  • GitHub Actions
  • Observability

QA 7

  • Playwright
  • Cypress
  • Selenium
  • Jest & Vitest
  • pytest
  • API testing
  • Performance testing

Have a product to build?

Tell us what success looks like.

Describe the goal and the constraints. We'll recommend the smallest team and the clearest first phase to get there.