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How data and AI are changing philanthropic strategy

The next era of grant management will reward leaders who prioritize infrastructure, transparency, and decision-ready data.

March 5, 2026

Is your grantmaking strategy ready for 2026?

Public funding volatility, rising community needs, and growing board scrutiny are changing what strong grantmaking looks like. In 2026, intention is not enough. Funders are expected to demonstrate coordination, defend decisions with data, and show measurable progress across portfolios.

According to Bonterra’s 2026 Predictions: Technology + AI in Social Impact, more than half of federally funded organizations report financial strain. At the same time, 63% of funders say they will factor collective outcomes into funding decisions this year, and 74% consider shared data important.

The shift is clear: Funders are being asked to show how dollars align, how outcomes connect, and how decisions stand up to scrutiny. The question isn’t whether change is coming. It’s whether your grantmaking infrastructure is ready for it.

The operational reset funders can’t ignore

For decades, funding decisions were shaped by experience, relationships, and institutional knowledge. Those inputs still matter. But scale changes everything. As portfolios expand and collaborative funding models increase, fragmented reporting and disconnected metrics no longer suffice.

Strong grantmaking infrastructure now demands:

Cross-portfolio visibility
Comparable impact metrics
Defensible audit trails
Real-time progress insight

As Scott Brighton, chief executive officer, explains in Bonterra’s 2026 Predictions report: “The next era of giving will be powered by shared infrastructure, enabling unprecedented collaboration across dozens of different social good entities all focused on a shared goal.”

“Shared infrastructure” may sound like a buzzword, but it is the operational backbone of data-driven grantmaking. Strong grant management systems centralize applications, review criteria, reporting, and outcomes. They reduce friction, standardize evaluation, and allow philanthropic decision making to move from retrospective reporting to forward-looking strategy.

With the right grant management system in place, your team can move beyond stability and start accelerating. AI then becomes the layer that accelerates speed and sharpens strategic decision making.

The role of AI in grantmaking readiness

AI is influencing conversations across social good. But Bonterra’s research is clear: AI only delivers measurable ROI when organizations prioritize governance, usability, and transparency first.

As Ben Miller, SVP of data science and analytics, notes: “2026 is the year AI hygiene grows up. Software vendors will need to be radically transparent about how their tools work. Fundraisers will need to stay engaged, review outputs, and take ownership of how AI is used in their programs.”

In grantmaking, this translates into augmentation, not automation.

Product spotlight: AI-powered application scoring in Bonterra’s Grantmaker

Bonterra Grantmaker thoughtfully applies AI to accelerate review without compromising judgment.

How it works

Applications are pre-scored using your defined criteria
Strong matches and outliers are surfaced instantly
Review committees focus on discussion, not data sorting

Final funding decisions remain in human hands, and your team retains accountability. That balance defines responsible AI in grantmaking.

The 4-question grantmaking readiness check

Before expanding AI or overhauling processes, leaders should assess their readiness across four dimensions.

1. Is your data decision-ready?

Boards, executive teams, and partners expect real-time clarity. When strategic questions arise, leaders don’t have days to reconcile spreadsheets.

Can you answer:

How funding aligns to strategic priorities?
Which grants are behind schedule?
Where outcomes overlap?
What percentage of funding is multi-year versus one-time?

If your team cannot answer these questions quickly, your infrastructure may be the bottleneck.

2. Are review processes standardized and auditable?

Standardized scoring frameworks and centralized documentation reduce bias, strengthen fairness, and protect institutional credibility. In an environment where boards expect defensible decisions and stakeholders expect measurable outcomes, the right documentation is institutional protection.

Transparency must be embedded into how grants are reviewed, approved, and tracked. If evaluation criteria live in scattered files or undocumented conversations, consistency erodes. Over time, that weakens trust.

Strong systems make it easy to see how decisions were made, who reviewed them, and which criteria were applied. That visibility strengthens governance and builds long-term confidence with boards and partners.

3. Where is staff time being consumed?

The 2026 Predictions research highlights a growing operational tension: Organizations are being asked to do more with less. Before expanding tools or processes, leadership should quantify where time is actually going.

Track time spent on:

Reviewing applications
Reconciling reports
Preparing board summaries

If administrative lift consistently outweighs strategic work, the issue may not be staffing. It could be your system’s design. Infrastructure should reduce friction, not create it. When teams spend more time assembling data than analyzing it, impact slows. The strongest grantmaking organizations create space for leaders to interpret insights, guide strategy, and drive impact rather than compile spreadsheets.

4. If AI is introduced, is governance in place?

Before implementing AI-supported scoring or insights, define:

Which criteria are non-negotiable?
Who reviews AI outputs?
What bias safeguards exist?
What documentation supports auditability?

AI governance must be proactive, not reactive. As Ben Miller emphasizes, AI hygiene (clear controls and accountable usage) will become the standard practice across the sector.

Data as a bridge, not an administrative burden

Strong grant management systems do more than improve internal workflows. They transform how impact is demonstrated, defended, and scaled.

For grantmaking leaders, data is the foundation for confident decisions. It supports capital allocation discussions with boards, aligns funding to strategic priorities, and demonstrates measurable outcomes across portfolios.

Consistent reporting frameworks:

Reduce administrative burden
Improve clarity across programs
Strengthen funder–grantee alignment
Enable collective impact measurement

But consistency alone is not enough. Data must also be centralized, structured, and accessible — not buried in spreadsheets or scattered across email threads.

Product spotlight:

With Bonterra’s grant management solutions:

The full grant lifecycle lives in one system
Review, distribution, and reporting connect seamlessly
Teams move from reactive reporting to proactive insight

Because every grant program operates differently, flexibility matters. Bonterra adapts to unique programs, approval workflows, and reporting requirements across corporate, foundation, and community grants. Teams standardize what must be consistent while preserving program nuance.

Futureproof your grantmaking strategy

The funders who lead in the years ahead will be those who invest in durable infrastructure. Systems, standards, and governance determine whether data becomes defensible decisions and measurable impact.

Grant management platforms that centralize visibility, standardize evaluation, and strengthen transparency form the foundation of accountable strategy. When infrastructure is strong, leadership conversations shift from reconciling reports to guiding direction.