Delivery has become fragile
Release paths, infrastructure changes or operational handoffs are slowing the team down.
Start with delivery automation, platform practices and a safer route to production.
Explore devops consultingXIVTech Services
Engineering services for systems your team needs to trust.
XIVTech helps teams design, build, improve and operate modern cloud, software and data systems through focused engineering services and clear working relationships.
How the work reaches your team
01
A clear technical question or outcome
02
The right service and working model
03
Visible decisions, delivery and handoff
S / 001 Start with the constraint
What needs to change?
Begin with the constraint your team can feel. We will connect it to a real XIVTech service and a practical next step.
Cloud complexity is blocking progress
The platform has grown faster than the architecture, ownership or operating model around it.
Clarify the cloud foundation, reduce accidental complexity and create a path for the next stage.
Explore cloud consultingReliability signals are hard to trust
Incidents repeat, alerts are noisy, or teams cannot see what production is doing.
Build useful telemetry, operational feedback and practices your team can run.
Explore observability consultingSecurity needs to become engineering work
Access, controls or audit evidence are creating risk without a practical remediation path.
Translate security requirements into maintainable platform and delivery changes.
Explore cloud securityData and AI work is not production-ready
Pipelines, evaluation, data quality or model operations need a dependable engineering foundation.
Connect data workflows, quality controls and evaluation to the systems that use them.
Explore ai data engineeringThe product needs a stronger technical path
Application architecture, integrations or web delivery are limiting the experience you want to create.
Shape and build maintainable digital products with the right technical boundaries.
Explore product engineeringS / 002 Ways to work
Use the shape that fits the work
Choose a focused consulting conversation or a defined delivery outcome. Scope, ownership and change handling stay explicit as the work becomes clearer.
Client decision ownership
Consulting
Collaborative technical assessment, direction and agreed hands-on work, with the client retaining final decision ownership.
- Scope shape
- Question-led and adaptable
- Collaboration
- Review and work alongside
- Handling change
- Reframe from evidence
- Best fit
- Direction under uncertainty
XIVTech owns agreed delivery
Project Delivery
XIVTech plans and implements an agreed project outcome, with explicit dependencies, review, acceptance and handoff.
- Scope shape
- Outcome-led and bounded
- Collaboration
- Delivery with review points
- Handling change
- Explicit scope decision
- Best fit
- A result ready to be delivered
Additional model
A capacity-led model
Some teams need a different allocation of day-to-day contribution. We keep that shape separate until its operating details are confirmed.
Not currently availableS / 003 The full picture
A production problem rarely stops at one tool
Services connect to an ecosystem of platforms, languages and operating practices. Explore the technologies XIVTech maintains as a canonical part of that picture.
AWSKubernetesTerraformArgo CDGitHub ActionsPrometheusGrafanaGrafana MimirOpenTelemetryThanosPostgreSQLCloudNativePGNext.jsReactTypeScriptTailwind CSSNode.jsGo
Explore all technologies S / 004 Impact zones
Engineering shaped by the context around the system
Industry constraints change the engineering decisions. Use these areas as context, then follow the service path that matches the work.
Fintech
Payment systems, trading platforms, and regulatory-compliant financial products at enterprise scale.
- PCI-DSS and SOC 2 compliance
- Sub-millisecond transaction processing
- Fraud detection and real-time risk scoring
HealthTech
HIPAA-compliant clinical platforms, patient-facing applications, and health data pipelines.
- HIPAA compliance and audit logging
- HL7 FHIR and EHR integrations
- High-availability for critical care systems
SaaS
Multi-tenant architectures designed for horizontal scale, zero-downtime deployments, and enterprise security.
- Multi-tenancy isolation and data partitioning
- Usage-based billing and metering
- Feature flagging and gradual rollouts
E-Commerce
High-traffic storefronts, order management systems, and fulfilment integrations for peak loads.
- Black Friday traffic spikes (10–100× baseline)
- Inventory sync across multiple fulfilment centres
- Cart abandonment and checkout optimisation
Logistics
Real-time tracking, route optimization, and warehouse management for complex supply chains.
- Real-time GPS tracking and telematics
- Route optimization with dynamic constraints
- Warehouse management and slotting algorithms
EdTech
Learning management systems, live collaboration tools, and adaptive assessment platforms.
- Concurrent live classroom infrastructure
- Adaptive assessment and recommendation engines
- FERPA compliance and student data privacy
Media & Content
Content delivery platforms, recommendation engines, and high-concurrency streaming infrastructure.
- CDN architecture for global low-latency delivery
- Personalisation and recommendation engines
- Video transcoding and adaptive bitrate streaming
Public Sector
Secure government platforms, citizen-facing digital services, and data interoperability systems.
- WCAG 2.1 AA / Section 508 accessibility
- FedRAMP and government security standards
- Legacy system modernisation and data migration
All XIVTech services
Find the capability behind the constraint
Browse the complete service catalog by the existing XIVTech categories. Every linked card resolves to a published service detail page.
AI Data Engineering
5 servicesAI Data EngineeringAI systems depend on more than models. They depend on the quality of the data used to train them, evaluate them, and improve them.Training Data & Annotation PipelinesBuild structured, quality-controlled training datasets and annotation workflows for production AI.LLM & Agent Evaluation SystemsMeasure LLM, RAG and agent quality with repeatable evaluation systems.Human Feedback & Preference DataBuild structured human-feedback and preference-data workflows for AI improvement.Data Quality & Evaluation InfrastructureEngineer repeatable quality, review, adjudication and evaluation pipelines.
Cloud & Infrastructure
7 servicesCloud & InfrastructureCloud platforms, Kubernetes, security and delivery engineering.Product EngineeringBuild scalable, production-ready digital products.Cloud ConsultingCloud strategy, architecture and modernization.Kubernetes ConsultingContainer orchestration, scaling and Kubernetes expertise.Cloud SecuritySecure cloud infrastructure, workloads and access.DevOps ConsultingAutomation, delivery pipelines and platform operations.CI/CD ConsultingReliable automated build, test and deployment workflows.
Monitoring & Observability
7 servicesMonitoring & ObservabilityProduction visibility across metrics, logs, traces and telemetry.Observability ConsultingEnd-to-end visibility across systems and applications.Prometheus ConsultingMetrics monitoring and alerting at scale.Thanos SupportHighly available, long-term Prometheus monitoring.Grafana ConsultingDashboards and visualization for operational insights.Grafana Mimir SupportScalable long-term metrics storage for Grafana ecosystems.OpenTelemetry ConsultingUnified traces, metrics and logs instrumentation.
Open Source Support
3 servicesWebsite Development
1 servicesS / 005 Delivery standards
What teams can expect from the work
Without relying on generic promises, our services are shaped around engineering practices that keep decisions, changes and ownership understandable.
Security considered early
Access, controls and operational risk are part of technical decisions, not a last review.
Boundaries stay visible
Scope, dependencies and ownership are documented so teams know what changes and why.
Automation where it helps
Repeatable delivery and operational work is made easier to run and review.
Ready for handoff
Documentation, evidence and working practices support the team that owns the system next.
Ready when the question is clear
Bring the constraint, the system context and the outcome you are working toward.
We can help identify the relevant service, engagement shape and next conversation without pretending the answer is the same for every team.