EMBEDDED DATA WORKFORCE
Access scalable data, cloud, and AI capability that reduce overhead, accelerate execution, and improve operational agility.

A smarter way to build, manage and grow your data and AI capabilities with reduced risk and predictable cost.
Gain access to certified experts, flexible operating models, and reliable execution at a lower cost than establishing or scaling internal teams.
These services provides your business with the opportunity to:
- Accelerate your roadmap without the overhead,
- Avoid long hiring cycles and the cost of full-time headcount,
- Tap into specialised knowledge on-demand, from data engineering to MLOps,
- Follow best practice frameworks and architectures,
- Scale up or down as your needs shift.
What We Deliver
We offer flexible engagement models designed to meet you where you are.
1. Embedded Specialist Capability
We embed experienced, certified data professionals directly into your team, working alongside your people, tools, and processes. This model allows you to scale resources up or down with minimal overhead, giving you access to specialist skills exactly when you need them.
Team augmentation is ideal for managing project surges, addressing capability gaps, or providing short-term coverage, without the complexity of permanent hiring.
2. Managed Data Function
We offer a fully managed capability-as-a-service. Data Army can replace your data engineering or platform team with an expert-led delivery model designed for reliability and scale.
We operate with clear SLAs, predictable costs, and consistent quality. We take ownership of delivery and operations, so you can retain full ownership of your data, platforms and intellectual property.
We own delivery, so you can focus on outcomes.
3. Infrastructure & Platform Management
Keep your cloud operations running without the hassle.
We offer three support levels:
| 24/7 Infrastructure Monitoring & Escalation | Issue resolution | Daily Maintenance | |
|---|---|---|---|
| Level 1: Monitoring | ✓ | ||
| Level 2: Remediation | ✓ | ✓ | |
| Level 3: Full Management | ✓ | ✓ | ✓ |
1. Monitoring
Experts monitor infrastructure 24/7, investigate problems and quickly escalate issues to the company based on predetermined procedures.
2. Remediation
This level of service includes full monitoring and issue resolution by senior engineers capable of solving problems, ranging from minor to catastrophic.
3. Full Management
This service offers complete infrastructure management inclusive of full monitoring, problem resolution and daily maintenance. This level of service delivers the complete function of a dedicated web operations team.
Where We’re Different
We bring precision capability, you retain control.
Flexible engagement models
Workforce structures that scale with your organisation without the overhead of permanent hiring. Faster time-to-value, with lower risk.Practical delivery focus
Reliable execution and operational outcomes, not simply resource supply.Broad specialist capability
Expertise across data, cloud, analytics, AI, governance, and platform operations.Operational ownership with customer control
We manage delivery while you retain ownership of platforms, data, and intellectual property.

Want to understand how we can help your business with your data needs?
Contact us for your initial consultation.