--- title: "Services: Cloud, Data & AI, IoT | Axio Intelligence" description: "Product-line platforms, data and AI, infrastructure as code on AWS, GCP and Azure, IoT and edge AI, cloud cost reduction, modernization and fractional CTO." url: https://axiointelligence.com/services/ --- # 14 services. One accountable team. New product lines, data and AI platforms, cloud infrastructure and connected hardware — built by one team, and run after launch if you want. Engage us for one piece or the whole system; every engagement starts with a written, fixed-fee plan. [Scope your project](https://axiointelligence.com/book/) ## New product lines, data and AI platforms, and the leadership to run them. ### New product line platforms The full platform for a new division: portals, commerce, billing, integrations. Next.js, Elixir / Phoenix, Kafka Details [New product line platforms](https://axiointelligence.com/services/product-platforms/) ### Data & AI platforms Data pipelines, labeling workflows and project tooling that feed AI models. ClickHouse, Kafka / Redpanda, Apache Flink Details [Data & AI platforms](https://axiointelligence.com/services/data-ai-platforms/) ### Performance & legacy modernization Profile, fix, and incrementally rewrite systems that can’t keep up. Rust, Go, Elixir / Phoenix Details [Performance & legacy modernization](https://axiointelligence.com/services/legacy-modernization/) ### Database migration Oracle and SQL Server to PostgreSQL or MySQL — off the license bill. PostgreSQL, MySQL, Oracle (PL/SQL) Details [Database migration](https://axiointelligence.com/services/database-migration/) ### Fractional CTO & engineering Technical leadership, roadmap, hiring and vendor decisions. Architecture decision records, Roadmapping, Hiring loops Details [Fractional CTO & engineering](https://axiointelligence.com/services/fractional-cto/) ## Everything between the circuit board and the operator’s screen. ### IoT product engineering Firmware, device-to-cloud, command & control, OTA, fleet consoles. Rust, C / C++, Zephyr RTOS Details [IoT product engineering](https://axiointelligence.com/services/iot-product-development/) ### Cellular & satellite connectivity LTE-M, NB-IoT, eSIM, satellite NTN, private LTE, failover paths. LTE-M, NB-IoT, Cat-1bis Details [Cellular & satellite connectivity](https://axiointelligence.com/services/cellular-satellite-connectivity/) ### Edge AI & computer vision On-device inference, detection & tracking, anomaly detection. NVIDIA Jetson, DeepStream, TensorRT Details [Edge AI & computer vision](https://axiointelligence.com/services/edge-ai-computer-vision/) ### Hardware design & manufacturing Prototype to production: electronics, enclosures, test and build. PCB design, RF & antenna integration, IP-rated enclosures Details [Hardware design & manufacturing](https://axiointelligence.com/services/hardware-manufacturing/) ## AWS, Google Cloud and Azure — codified, cheaper, and kept running. ### Cloud infrastructure & IaC AWS, Google Cloud and Azure — designed, codified in Terraform, and supported. AWS · GCP · Azure, Terraform, Kubernetes Details [Cloud infrastructure & IaC](https://axiointelligence.com/services/cloud-infrastructure-iac/) ### Cloud cost reduction Read-only diagnostic, then a fixed-fee plan to capture the savings. AWS, GCP, Azure Details [Cloud cost reduction](https://axiointelligence.com/services/cloud-cost-reduction/) ### Mainframe & IBM i migration Move COBOL and RPG workloads off the IBM box. Paid from the savings. COBOL, z/OS · JCL, IBM i · RPG IV / ILE Details [Mainframe & IBM i migration](https://axiointelligence.com/services/mainframe-migration/) ### Infrastructure evaluation Architecture, security, scalability and cost — assessed and ranked. AWS / GCP / Azure, Kubernetes, Terraform Details [Infrastructure evaluation](https://axiointelligence.com/services/infrastructure-assessment/) ### DevOps, SRE & ongoing support CI/CD, infrastructure as code, observability, on-call and SLOs. Kubernetes, Terraform / OpenTofu, OpenTelemetry Details [DevOps, SRE & ongoing support](https://axiointelligence.com/services/devops-sre/) ## Services compared Timelines are typical ranges; your plan is fixed after scoping. | Service | What you get | Engagement | Typical timeline | | --- | --- | --- | --- | | [New product line platforms](https://axiointelligence.com/services/product-platforms/) | The full platform for a new division: portals, commerce, billing, integrations. | Discovery sprint, then a phased build to launch | First release typically 8–16 weeks | | [Data & AI platforms](https://axiointelligence.com/services/data-ai-platforms/) | Data pipelines, labeling workflows and project tooling that feed AI models. | Pipeline sprint or full platform build | Pipeline sprint: 2–4 weeks · Platform: 3–6 months | | [Performance & legacy modernization](https://axiointelligence.com/services/legacy-modernization/) | Profile, fix, and incrementally rewrite systems that can’t keep up. | Performance audit, then fixed-scope phases | Audit: 1–2 weeks · Phases: 4–12 weeks each | | [Database migration](https://axiointelligence.com/services/database-migration/) | Oracle and SQL Server to PostgreSQL or MySQL — off the license bill. | Assessment, then a phased migration per database | Sized after the assessment | | [Fractional CTO & engineering](https://axiointelligence.com/services/fractional-cto/) | Technical leadership, roadmap, hiring and vendor decisions. | Monthly retainer, a set number of days per month | Typically 3–12 months | | [IoT product engineering](https://axiointelligence.com/services/iot-product-development/) | Firmware, device-to-cloud, command & control, OTA, fleet consoles. | Scoping sprint, then a fixed-scope build to a fielded pilot | Typical pilot-to-production build: 8–16 weeks | | [Cellular & satellite connectivity](https://axiointelligence.com/services/cellular-satellite-connectivity/) | LTE-M, NB-IoT, eSIM, satellite NTN, private LTE, failover paths. | Connectivity assessment, then integration inside a product build | Assessment: 1–2 weeks · Integration: 4–10 weeks | | [Edge AI & computer vision](https://axiointelligence.com/services/edge-ai-computer-vision/) | On-device inference, detection & tracking, anomaly detection. | Feasibility spike on your data, then a production build | Feasibility: 2–4 weeks · Production: 6–12 weeks | | [Hardware design & manufacturing](https://axiointelligence.com/services/hardware-manufacturing/) | Prototype to production: electronics, enclosures, test and build. | Design review, then prototype and pilot-run builds | Varies by design maturity — scoped after review | | [Cloud infrastructure & IaC](https://axiointelligence.com/services/cloud-infrastructure-iac/) | AWS, Google Cloud and Azure — designed, codified in Terraform, and supported. | Foundation build, then optional monthly IaC support | Foundation: 3–6 weeks · Support: month to month | | [Cloud cost reduction](https://axiointelligence.com/services/cloud-cost-reduction/) | Read-only diagnostic, then a fixed-fee plan to capture the savings. | Diagnostic, then optional fixed-fee execution | Diagnostic: ~10 days · Execution: 4–8 weeks | | [Mainframe & IBM i migration](https://axiointelligence.com/services/mainframe-migration/) | Move COBOL and RPG workloads off the IBM box. Paid from the savings. | Diagnostic, then migration in waves, one job at a time | Sized to your job list after the diagnostic | | [Infrastructure evaluation](https://axiointelligence.com/services/infrastructure-assessment/) | Architecture, security, scalability and cost — assessed and ranked. | Fixed-fee assessment | Typically 2–3 weeks | | [DevOps, SRE & ongoing support](https://axiointelligence.com/services/devops-sre/) | CI/CD, infrastructure as code, observability, on-call and SLOs. | Setup project, then a monthly support retainer | Setup: 3–8 weeks · Support: month to month |