From a hard problem to software in production.

Production software built around how your business actually 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

AI features are software features: they need data pipelines, evaluation, guardrails, monitoring and a sensible cost model. We help you pick problems where AI genuinely earns its place, then build them so they keep working after the demo.

• LLM-powered features with retrieval over your own data
• Evaluation harnesses so quality is measured, not assumed
• ML pipelines from data preparation to deployment
• Embedding AI into existing products and workflows

• LLM integration
• Retrieval (RAG)
• Evaluation & guardrails
• ML pipelines
• MLOps

Most valuable software is old software. We modernize incrementally — strangling the risky parts, adding tests around what works, and moving workloads to the cloud when it makes economic sense — so the business never has to stop for a big-bang rewrite.

• Incremental re-architecture of monoliths
• Cloud migration and right-sizing
• Framework, language and runtime upgrades
• Test coverage around untested critical paths

• Re-architecture
• Cloud migration
• Upgrades
• Cost & reliability

Release speed is a quality problem. We build the automated tests, pipelines and infrastructure-as-code that let your team ship small changes often and roll back calmly when something goes wrong.

• 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

Sometimes the gap isn't hands on keyboards — it's senior judgment. A CrossX technical leader can own architecture decisions, shape a hiring plan, run technical due diligence on your own 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