- AI for finance teams
- AI trends for 2026
- Real time decision visibility
Lovable, the Swedish AI web development platform that went from zero to $200M ARR in eighteen months, doubling from $100M to $200M in just five months. This is without a doubt one of the most impressive growth stories of 2025.
But what earned that conviction? In my opinion, it is because its a product that provided customer outcomes with hard numbers attached.
Their customer case studies provide incredible productivity gains. A leading ERP platform reduced design concept testing from six weeks to five days, and allowed teams to take on 4x the projects. A global professional services firm moved from static presentation decks to functional prototypes for competitive bids, targeting 50% efficiency gains.
Lovable's $330M Series B, at a $6.6 billion valuation, was funded on a track record of customers who could point to before-and-after numbers.
In 2026, this is the new bar for every AI investment.
From experimentation to implementation
For the past three years, 'AI-powered' functioned almost as a fundraising strategy in itself. But there has been a fundamental shift from what can AI do? to what has it actually delivered?
TheCUBE Research captured it in their data, showing that 72% of business leaders are now formally measuring AI ROI, targeting 30% productivity returns.
2026 will be remembered as the year that kicked off decades of enterprise AI value creation
The era of trial and error is reducing and companies now have another benchmark they need to prove that points to hard numbers, workflow improvements and measurable cost or revenue lifts.
The CFO is now the gatekeeper, while to CTO holds a new seat at the table
The shift from experimentation to implementation has added a new layer to to both the CFO and CTO roles.
Three structural forces are driving how these roles are thinking about decision making. AI spend is now subject to the same capital expenditure scrutiny as any major investment. Enterprises are moving away from monolithic platforms toward best-of-breed tools that can prove their value quickly (Lovable being a case in point). And IT leaders are reclaiming strategic authority, but only by tying technology decisions to measurable business outcomes.
This creates a new dynamic at the leadership level. The CTO still champions the technology, but must now back that conviction with defensible data. The CFO holds the veto, and equally needs hard numbers to justify where capital is being allocated. The alignment of this relationship is now crucial.
Boards already wary of ballooning tech budgets will freeze new AI spend where that alignment is missing.
Financial accountability starts with financial visibility
This accountability imperative is run by board and decision makers, for which financial infrastructure underpins credibility. Boards and investors demand real-time visibility into cash positions, burn rates, and runway, particularly to assess how the AI decisions are performing.
The same logic that makes Lovable's customer outcomes so compelling - immediate visibility into impact - applies directly to how a startup manages and presents its finances. A CFO who can walk into a board meeting with a live view of cash across every account, and instant scenario modelling for AI implementation decisions is speaking the same language as the accountability era demands.
Modern treasury platforms address this directly: visibility across accounts and a true cash position and ability to make decisions based on real time data.
The age of AI accountability is also the age of financial accountability. The CFOs who will lead through this moment are those who demand proof from every system they fund, including the one managing their cash.
Ready to bring the same accountability standard to your treasury? See how Primary delivers real-time visibility.
About Primary
Primary provides modern treasury management solutions for complete cash visibility, idle cash optimisation, and FX risk management - all in one platform.
