For organizations
The organization pathway, end to end
Twelve free, independent diagnostics
Three signature implementations
One form, no discovery call
For families and students
Tools and resources for technology at home
How the student model grows from real work
Eight future concepts
Future concept
Human × Digital Foundation. Building human capability for a technology driven world.
Why now
Independent research shows that the problems HxDF was built for are real and current. None of it shows that HxDF's answer works. Holding those two things apart is the whole discipline of this page.
What does this evidence establish?
It establishes that the conditions are real: nonprofits are under financial pressure, smaller organizations carry more technology risk, the will to innovate outruns the capacity to do it, AI adoption has run well ahead of the governance and workflow design that makes it useful, and children are already using AI often without an adult conversation. It establishes nothing about whether HxDF's audits, tools, or Blueprints help. That has to be measured, and it has not been.
The research
Every figure below was checked against the primary source in September 2026. Sample, population, and fieldwork dates are kept, because a statistic without its method is a different statistic.
Independent research
66% of nonprofit CEOs say they have concerns about their organization's financial stability.
The proportion of nonprofits reporting a deficit rose to 39% in 2025, up from 22% in 2022.
This strengthens the case for capacity work that helps an organization protect scarce resources and execute funded work well. It does not show that any particular intervention achieves that.
Independent research
Micro-sized nonprofits with fewer than one full-time employee trigger risk flags on 65% of survey answers, compared with 34% among organizations with 150 or more staff.
Among 181 organizations that completed a repeat assessment, 61% reduced their overall risk flag rate, with average risk levels falling from 44.2% to 40.8%.
This supports structured assessment as a way to see where an organization is exposed. NTEN itself cautions that the data cannot establish causality, so it does not show that assessment alone causes improvement, and HxDF does not claim it does.
Independent research
80% of surveyed nonprofit leaders reported that innovation is an urgent imperative.
Just 40% believed their organizations were set up to innovate successfully.
This supports an emphasis on organizational capability rather than on introducing new technology. The gap described is a capacity gap, not a technology gap.
Industry research
92% of surveyed organizations now use AI tools in some capacity.
Only 7% report major improvements in their ability to achieve their mission.
47% have no AI governance policy.
81% use AI on an ad hoc basis without documented workflows, and only 4% have documented, repeatable workflows.
This is industry research from a commercial provider, so HxDF uses it alongside the independent sources above and never on its own. Read that way, it describes the gap the AI Readiness Audit, the AI Use Policy Builder, the Workflow Mapper, and the AI-Powered Organization Blueprint are designed to address.
Independent research
86% of children ages 9 to 17 use AI, and nearly a quarter do so every day.
More than 4 in 10 say no parent or guardian has ever talked with them about AI safety.
This supports family guidance, verification skills, and practical AI literacy now, and it supports being slow rather than fast with child facing products.
Independent research
64% of US teens ages 13 to 17 report using AI chatbots, and about three in ten of those who use them do so daily.
Just over half (54%) have used chatbots for schoolwork.
12% report using them for emotional support or advice.
This reinforces the need for verification skills, family conversation, and clear boundaries about what technology should and should not replace.
Independent research
Research on New York City human services nonprofits documented staff spending 20 to 30 percent of their total time on data entry, across at least 12 different systems.
It also documented duplicative reporting, redundant auditing, and vouchering burdens tied to government contracting.
HxDF uses this as a sector example, not a national statistic. It illustrates how process and paperwork consume organizational capacity, which is the thing an operations or data audit is looking for.
Research to response
This is a design rationale, not a results claim. It says why the portfolio is shaped this way, not that the shape works.
The discipline
Both lists are published. The second one is the more useful of the two, and most organizations keep it internal.
What the evidence allows
What it does not allow
What replaces this
External research establishes the problem. It is a placeholder for evidence about HxDF, and it should be replaced by measured results rather than accumulated alongside them.
Record the organization, the problem category, the recommended priorities, and the delivery time.
Record the intervention, the implementation effort, staff participation, and the intended outcome.
Capture before and after indicators appropriate to the intervention, taken during the work rather than reconstructed later.
Verify that staff can operate or modify the system without HxDF. If they cannot, the transfer did not happen.
Record what worked, what failed, and what should change.
Anonymize useful lessons into Field Notes, resources, or tools when appropriate.
For funders
