From Outsourced Team to Strategic Engineering Partner
CASE STUDY
How Cleverbit helped a global SaaS platform modernise its architecture, optimise cloud spend, and strengthen its support and service capabilities
This one did. Over several years, Cleverbit partnered with a global SaaS platform navigating rapid growth, increasing architectural complexity and rising operational pressure. What began as product development support evolved into deep involvement across platform engineering, support transformation and customer-facing delivery.
The result was not just incremental improvement, but a step change in how the organisation builds, scales and operates.
The challenge
As the platform grew, so did the complexity behind it. Infrastructure had evolved organically, limiting visibility into cost drivers and making optimisation difficult. Enterprise customers were placing greater demands on performance, scalability and reliability. At the same time, Engineering, Product and Support functions operated effectively but not always in sync, particularly during incidents and escalations.
The organisation didn’t need more developers. It needed a partner who could take ownership across architecture, operations and ways of working.
The approach
Cleverbit embedded directly into the client’s engineering ecosystem, working alongside internal teams rather than operating as an external supplier. The focus quickly extended beyond feature delivery. Our teams became involved in platform performance, scalability, reliability and long-term maintainability.
Over time, the relationship deepened. Cleverbit contributed not only to execution, but to technical direction, cross-team collaboration and organisational improvement. This shift from delivery to ownership, became the foundation of the partnership.
Modernising the platform, structuring cost
A multi-year modernisation programme was launched to bring structure, visibility and control to the platform. Rather than reacting to rising costs, the teams introduced a disciplined, data-driven approach. Cloud usage was analysed at a granular level, and forecasting models were put in place to track expected versus actual spend.Architectural decisions were no longer based solely on technical fit, but on long-term operational efficiency. Through a combination of architecture refinement, infrastructure right-sizing and system optimisation, the platform became both more scalable and more predictable to operate.
By year-end, this approach delivered a 23% reduction in cloud infrastructure costs, without compromising performance or stability. More importantly, cost optimisation became part of how the platform operates, not a one-off initiative.
Rebuilding support for scale
As the platform matured, so did the need for a more effective support model. Cleverbit worked closely with leadership to rethink how incidents were handled and how teams collaborated under pressure. The goal was simple: reduce friction, improve ownership and resolve issues faster.This led to a redesigned support structure with clearer responsibilities and stronger alignment between Support and Engineering. Deep technical expertise was embedded closer to the point of escalation, reducing dependency on product teams and improving response quality. The outcome was a more streamlined support function, capable of handling complexity without unnecessary escalation or delay.
Introducing AI into Operations
To further strengthen support capabilities, an AI-driven troubleshooting layer was introduced. The objective was not automation for its own sake, but faster, more consistent problem resolution. By improving access to knowledge and guiding troubleshooting in real time, the solution helped reduce Mean Time To Resolution (MTTR) while reinforcing best practices across teams.
This marked a shift toward a more intelligent, scalable support operation; one that continues to evolve.
Extending into customer delivery
As trust grew, Cleverbit’s role expanded beyond platform engineering into customer-facing delivery. Engineers became involved in building tailored solutions for end customers, ensuring that customisations remained aligned with the core platform architecture.
This created a stronger link between product, platform and customer needs, resulting in more consistent, scalable and maintainable outcomes.
The platform runs on a modern cloud-based architecture built for scale. But technology alone was not the differentiator. The real impact came from ownership, from aligning engineering decisions with business outcomes, and from embedding capability within the organisation rather than delivering it from the outside.
What made this work
This was not a typical outsourcing engagement. Cleverbit operated as an extension of the client’s engineering function, contributing across architecture, operations and organisational design.
The partnership was built on shared accountability, continuous improvement and a willingness to take responsibility beyond defined scope. Over time, that approach transformed the relationship, from supplier to strategic partner.
The outcome
- 23% reduction in cloud infrastructure costs
- Improved platform scalability and operational stability
- Stronger alignment between Engineering and Support
- Faster, more effective incident resolution
- Expanded capability across customer-facing delivery
- Embedded culture of continuous optimisation
'Technology enables scale. Ownership sustains it. The most effective partnerships are not defined by delivery, but by the ability to think, act and evolve together.'
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