Case Studies
Real outcomes from organisations that chose the GLINHub model. Names and specific details are anonymised.
*All case studies are illustrative and representative of typical engagements.*
How a London Fintech Scaled from 0 to 12 Engineers in 10 Weeks
A Series A payments startup needed to build their engineering team rapidly after securing funding. Unable to compete with FAANG salaries in London, they turned to GLINHub.
The Challenge
The client had a 6-month window to launch their payment orchestration platform before a key commercial contract went live. With only two in-house engineers and no offshore experience, they needed a full product team assembled immediately.
Our Approach
- Initia8r AI scoped the engineering requirements in 3 days — identifying the need for a Nano Pod of 4 backend engineers and 1 QA engineer
- Pod assembled and onboarded within 6 weeks using pre-vetted engineers with payments domain experience
- Fractional CTO provided weekly technical governance and aligned the pod to the UK product team
- Pod scaled from 5 to 12 engineers over 4 months as delivery velocity was proven
"We would have missed our go-live date without the GLINHub pod. The quality was indistinguishable from our London engineers, and the cost saving allowed us to extend runway significantly."
Outcomes
Replacing an Offshore Agency with a Dedicated Data Pod
A mid-sized UK asset manager was relying on a rotating cast of offshore agency engineers for their data infrastructure — with predictable consequences for quality and continuity.
The Challenge
Three years of engagement with a traditional offshore agency had produced a complex, poorly documented data platform. Engineers rotated every 6–12 months, institutional knowledge was lost, and the platform was accumulating significant technical debt. The data team was spending 40% of their time managing the agency relationship rather than delivering value.
Our Approach
- Initia8r AI assessed the existing codebase and recommended a Specialist Pod of 6 data engineers with Python, Spark, and cloud data warehouse expertise
- GLINHub assembled a stable, dedicated team — the same engineers, committed long-term
- Fractional CTO conducted a full architecture review in month one and delivered a modernisation roadmap
- 6-month programme of technical debt reduction alongside new feature delivery
"For the first time in years, we have a stable data team that knows our platform deeply. The shift from an agency to a dedicated pod was transformational."
Outcomes
Fractional CTO Oversight Saves £400K in a Year
A B2B SaaS company scaling to Series B discovered that their technical architecture was not ready for enterprise customers — and that fixing it would cost far more than they'd budgeted.
The Challenge
The company had grown rapidly using a small, talented but overloaded engineering team. As they began signing enterprise contracts with strict security, performance, and compliance requirements, it became clear their architecture had significant gaps. They needed senior technical leadership but couldn't justify a full-time CTO salary at their stage.
Our Approach
- GLINHub Fractional CTO engaged for 2 days per week — attending key meetings, reviewing architecture, and providing guidance to the engineering team
- Architecture-as-a-Service review identified £400K of redundant infrastructure and architectural decisions that were creating future migration risk
- A DevOps/SRE pod of 3 engineers was assembled to implement the improvements and provide ongoing 24/7 reliability coverage
- Monthly board-ready technology reporting provided to support Series B fundraising
"The Fractional CTO paid for himself in the first month. The architecture review alone saved us more than we'd have spent on a full-time hire in a year."
Outcomes
Could This Be Your Story?
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