Building an In-House Finance Function for a High-Growth AI Business

How we helped a venture-backed technology company strengthen its finance capability with one strategic appointment, reducing the immediate need for additional headcount.

As a venture-backed AI business prepared for its next phase of international growth, it needed to move beyond outsourced finance support and develop greater capability in-house. Working closely with the CFO and Head of Finance, Talentedge identified three highly qualified Senior Accountant candidates, all of whom reached the final interview stage. The successful appointment was completed in approximately two weeks and made such a positive early impact that the business was able to defer an additional finance hire.

The Results

• 1 Senior Accountant appointed, strengthening the business’s internal finance capability.
• 3 candidates shortlisted, with all three progressing to final-stage interviews.
• Approximately 2 weeks to hire, from the start of the recruitment process to appointment.
• 1 additional hire deferred, following the successful candidate’s contribution during their first three months.

The Challenge: Building Finance Capability to Support International Growth

Our client, a high-growth, venture-backed business operating in artificial intelligence and advanced computing, was preparing for further international expansion following significant investment.

As the organisation developed, its finance requirements were becoming more complex. Having previously relied on outsourced support, the business needed to establish greater internal ownership of its financial processes and reporting.

The existing finance leadership team comprised a CFO and Head of Finance. Both needed additional support, but the business was conscious of increasing headcount before it was necessary.

The challenge was to identify a Senior Accountant who could contribute immediately while helping establish the foundations for a more developed in-house finance function.

The appointment presented three key considerations:

• A newly created position: The business had an initial view of the role, but the precise capabilities required were still being defined.
• High expectations: The successful candidate needed to operate independently, take ownership and contribute beyond routine accounting responsibilities.
• Balancing capability and cost: The business needed sufficient expertise to support growth without expanding the finance team prematurely.

This was more than a replacement or additional headcount requirement. It was an opportunity to make a strategic appointment that could influence how the finance function developed.

Our Approach: Understanding the Business Before Starting the Search

Talentedge had established a relationship with the Head of Finance approximately six months before the recruitment requirement became active.

During those earlier conversations, we had discussed potential candidate profiles, salary benchmarks and how the finance team might need to develop as the business scaled.

That groundwork meant we could approach the appointment with an understanding of the business’s longer-term requirements, rather than starting from a job specification alone.

Our approach focused on three areas:

• Defining the right capability: Working with the finance leadership team to identify the technical skills, independence and potential required to support the transition towards an in-house function.
• Drawing on established networks: Using professional relationships and referrals to identify candidates with strong reputations and relevant experience.
• Prioritising quality over volume: Presenting a carefully selected shortlist of three candidates who could meet the expectations of the role.

All three candidates progressed to the final interview stage, with highly positive feedback from the client throughout the process.

The focused shortlist allowed the CFO and Head of Finance to concentrate their time on assessing relevant candidates rather than reviewing a large number of potentially unsuitable profiles.

The entire recruitment process was completed in approximately two weeks, with interview scheduling across senior stakeholders the main factor affecting the timetable.

The Outcome: One Appointment That Reduced the Need for Another

The successful Senior Accountant made an immediate impression, taking ownership and beginning to improve the finance function shortly after joining.

Feedback from both the CFO and Head of Finance during the first three months was exceptionally positive.

The appointment delivered more than the business had initially anticipated, with the new hire demonstrating the ability to contribute across a broader range of responsibilities.

The outcomes included:

• Greater in-house finance capability, reducing the business’s reliance on its previous outsourced operating model.
• Early improvements to internal processes, supporting the development of a more established finance function.
• Reduced pressure on senior finance leadership, with an experienced accountant able to take ownership of responsibilities.
• One additional appointment deferred, as the successful candidate’s contribution reduced the immediate need to expand the team further.

The decision to defer another hire was particularly significant. Rather than automatically increasing headcount as the business grew, the finance leadership team could assess what its existing team was capable of delivering before committing to further recruitment.

Although the longer-term financial and operational impact has not yet been quantified, the early outcome demonstrates the commercial value of identifying the right level of capability from the outset.

Why Getting the First Finance Hires Right Matters

Building an in-house finance function isn’t simply about adding people. It’s about establishing the right capability at the right stage of growth.

For venture-backed businesses, the transition from outsourced finance support to an internal team requires careful decisions about responsibilities, seniority and future capacity.

Hiring too late can leave senior finance leaders stretched and essential processes underdeveloped. Hiring too early can increase overhead before the business has a clear requirement for additional capacity.

This case demonstrates how a carefully considered appointment can help address both challenges.

By understanding the client’s growth plans, advising on the capability required and presenting a highly selective shortlist, Talentedge helped the business secure someone who could contribute immediately and support the function’s development.

The successful candidate’s early performance also gave the business greater flexibility over the timing of its next finance hire.

Talentedge helps high-growth businesses build finance functions that support their next stage of development, combining specialist market knowledge, established candidate networks and an understanding of how finance requirements evolve as organisations scale.

Frequently Asked Questions

When should a growing business bring its finance function in-house?

The right time depends on the complexity of the business, its reporting requirements and the capacity of its existing finance leadership. As organisations grow, greater internal ownership of financial processes, reporting and controls can become increasingly important.

How can a business build an in-house finance team without over-hiring?

The starting point is to assess the capabilities the business needs now and how those requirements are likely to develop. Recruiting individuals who can take ownership, work independently and grow with the organisation may reduce the immediate need for additional appointments.

What should venture-backed businesses look for when hiring a Senior Accountant?

Alongside strong technical accounting skills, growing businesses may benefit from candidates who can operate independently, improve existing processes and adapt as responsibilities evolve. The right combination will depend on the maturity of the finance function and the support already available from senior leaders.