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SERVICES / FROM NEED TO DELIVERY

Build, transform and support the systems your business needs

Tell us what you need to build, improve or fix. Then choose from web, business software, AI, data, mobile, embedded and cloud services. Start with one part or work in stages.

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ASCEND / BUSINESS EXPERIENCEILLUSTRATIVE
One environment for your team
TEAM / CUSTOMERS / PARTNERS
Internal tools
Knowledge & AI
Business data
LOCAL / CLOUD / HYBRID

Shaped around your data and the way you work

ACCESS · RELEASES · HANDOVER
BUILT AROUND THE WORK

START WITH YOUR NEED

What do you need to move forward?

Build, transform or get support. A project can span more than one stage, drawing on the same engineering capabilities below.

ENGINEERING CAPABILITIES

Explore the capabilities behind the work

These capabilities can be combined across Build, Transform and Support. Each service explains its technical scope, deliverables and acceptance.

AI & intelligent systems

Knowledge applications, data foundations, model work and useful automation.

AI applications & agentsIntegrate GPT, Claude, Gemini, Qwen, DeepSeek, Whisper and other models without tying the application to one vendor. Support documents, speech, images and task agents, with integration scoped to the task. Handle failures, retain results, track per-call costs and meet agreed continuity requirements.Data & knowledge systemsBuild ingestion, lakehouse layers, catalogs, analytics and enterprise knowledge systems with an open data stack. Keep source records traceable so teams can reuse operational data and documents in reports, search and later work.Workflow automationConnect routine requests, approvals and reporting so teams spend less attention moving information between tools.Model fine-tuning & customizationFine-tune 32B-class open models and customize branded visual models, from instruction data and training to evaluation, quantization and inference integration. Assess feasibility against the model, hardware and workload.Multimedia production systemsBuild multimedia production systems that connect planning, scripts, storyboards, generation, review and finished assets. Build your own production line or integrate selected stages into an existing workflow.

Business software, web & cloud

Customer-facing sites, internal systems and the delivery environment behind them.

Websites & modernizationCompany websites, multilingual experiences and website redesign, with clear content, mobile journeys and ownership after launch.Website redesign & modernizationRefresh selected pages, redesign the site or modernize the platform. Review existing problems and content worth keeping, then plan design, migration and handover.Business software & integrationsBuild recruitment, inventory, fulfillment, customer portals and other business systems, with business modeling, data management, multi-tenant permissions and full audit history.Phased product developmentMove through a prototype, a real-user trial and a production build. Each stage has its own deliverable and decision, so you can stop, refine or expand based on the results.Local & cloud infrastructureSelect and deploy rack and tower servers, GPU training and inference nodes, storage arrays and network equipment for businesses. Work covers demand estimation, procurement planning, installation and acceptance.Multi-region cluster managementManage orchestration, GitOps configuration, identity, public access, observability and recovery across regions. Build and hand over the platform, or arrange managed operation within an agreed scope.CI/CD & delivery platformsBuild CI/CD platforms that connect source control, automated quality gates, artifacts, release automation and rollback. Teams can repeat the release process and measure delivery performance over time.Engineering Support & MaintenanceFix a specific issue, take over an existing system or arrange ongoing maintenance, with scope, hours and coverage agreed around your needs.Software & AI assessmentAssess software quality and AI or agent performance, compare technologies and review architecture. Use the findings for outsourced delivery acceptance, technical due diligence, vendor comparisons and a phased improvement roadmap.

A PRACTICAL STARTING POINT

Start with the part you need.

An internal tool, a server migration or one well-defined agent task can be scoped on its own. Each service detail page keeps its technical scope, deliverables and acceptance criteria.

A workflow with too much manual work?Read about deployment, AI and interactive systemsDiscuss your project