Honest measurement
We measure what is actually there and flag weaknesses rather than hiding them, so decisions rest on a true picture.
Who We Serve
Universities & Business Schools
Universities and business schools are judged on research output, rankings, and accreditation. We work as a research-intelligence, analytics, benchmarking, and accreditation-readiness partner—strengthening the research function across a department or a whole school, and helping demonstrate its quality to the bodies that assess it.
Accreditation readiness
Research analytics
Honest benchmarking
How we fit
yousupport
The situation you're in
An institution's standing rests increasingly on things that are hard to build quickly and harder to fake: a genuine research culture, a body of published output in credible venues, and the international accreditation—AACSB, EQUIS, and their equivalents—that signals quality to students, faculty, and employers. Each of these demands not just good individual research but the institutional machinery to plan it, measure it, benchmark it, and evidence it. Most schools have some of that machinery; few have all of it, and standing it up internally is slow and expensive.
The pressures are real and rising. Accreditation cycles demand ever more rigorous evidence of faculty qualifications, intellectual contributions, assurance of learning, and societal impact. Rankings reward research productivity and citation performance that a school has to actively cultivate. And leadership increasingly needs a clear, honest picture of where the institution's research actually stands—its strengths, its thin spots, its position against comparators—to make good decisions about hiring, investment, and strategy. Producing that picture is a specialist analytical task in its own right.
We provide that capability as a partner rather than a permanent cost. Whether a school needs to prepare for an accreditation review, benchmark its research against peers, understand its position in emerging fields, or simply build the analytics to see itself clearly, we bring the research-intelligence, methodological, and analytical expertise to do it—and we do it honestly, so leadership acts on a real picture, not a flattering one.
How we help
Support matched to how you actually work
Accreditation readiness
AACSB and EQUIS readiness assessment, gap analysis, and the evidence development, benchmarking, and self-evaluation support a school needs to enter a review cycle prepared rather than scrambling.
Research-performance analytics
Faculty research-productivity analysis, intellectual-contributions assessment, and institutional dashboards that give leadership a clear, current view of the school's research output and its trajectory.
Research-intelligence & strategy
Bibliometric and scientometric mapping of where the institution's research sits in its fields—strengths, gaps, and emerging opportunities—to inform hiring and investment.
Benchmarking
Rigorous comparison against peer and aspirant institutions on the research metrics that matter to rankings, accreditation, and reputation.
What you can expect
Consistent, rigorous, and independent
Accreditation-fluent
We know what AACSB and EQUIS reviewers look for and how to present evidence in the form they expect.
Analytically rigorous
The same methodological standard we bring to any research, applied to institutional data.
Partner, not vendor
A sustained relationship across a cycle or a strategy, not a one-off report that gathers dust.
Confidential
Sensitive institutional data is handled under whatever formal agreement you require.
Actionable
Analysis built to inform real decisions about hiring, investment, and positioning—not just to describe.
How institutions typically engage us
The most common entry point is an approaching accreditation review. A school preparing for AACSB or EQUIS—whether initial accreditation or reaffirmation—brings us in to assess readiness against the standards, identify the gaps between where it is and where it needs to be, and build the evidence base that a peer-review team will examine. Because these cycles run over years, this is usually a sustained engagement rather than a single task, and we work alongside the school's own accreditation team as a specialist analytical resource.
A second common engagement is research-strategy work, often initiated by a dean or a research office that wants to understand the school's real position before making decisions about hiring, investment, or the fields to prioritize. Here we combine bibliometric mapping, productivity analysis, and benchmarking into an honest assessment of where the institution's research stands and where its opportunities lie. And a third is ongoing analytics—dashboards and periodic assessment that let leadership track research performance continuously rather than only when a review forces the question.
The institutional capabilities we bring
Institutional engagements draw on a different part of our toolkit than individual research support. Accreditation readiness relies on research-productivity analytics, faculty-qualification and intellectual-contributions analysis, and the benchmarking that lets a school see itself against its peers. Research-strategy work draws on bibliometric and scientometric mapping—understanding where a department's output sits in its fields, which areas are strong, which are thin, and where emerging themes create opportunity. And underpinning both is the same methodological rigor we bring to any analysis, applied now to institutional data rather than a single study.
This means we can support a business school across the whole arc of an accreditation cycle or a research-improvement plan: assessing readiness against AACSB or EQUIS standards, identifying the gaps, building the evidence base, benchmarking against comparators, and helping present it all in the form reviewers expect. It also means the analytics are honest—we measure what is actually there, flag weaknesses rather than paper over them, and give leadership a real picture to act on rather than a flattering one.
What working with us looks like
A typical engagement
1. Scope & objectives
We agree what the engagement needs to achieve—a readiness assessment, a benchmarking study, a strategy input—and the standards and comparators it will use.
2. Data & access
We work with your research office to assemble the institutional data, publication records, and comparators the analysis requires.
3. Analysis & benchmarking
We run the productivity, bibliometric, and gap analysis, benchmarked against the peers and standards agreed.
4. Honest findings
We present a clear, candid picture—strengths, gaps, and where the institution stands—with the evidence behind it.
5. Evidence & recommendations
We help translate findings into accreditation evidence or strategic recommendations leadership can act on.
6. Ongoing support
Many schools retain us across an accreditation cycle or for continuous research analytics.
A note on what accreditation partnership means
We are careful to be clear about our role in accreditation. Accreditation itself is awarded by the accrediting body—AACSB, EQUIS, or another—on the basis of that body's own review, and we neither confer nor guarantee it. What we provide is readiness, analytics, benchmarking, and evidence-development support: helping a school understand where it stands against the standards, close the gaps, and present its case rigorously. We are a preparation and analysis partner, not a route around the review.
This matters because the value we add is real precisely because it is honest. A readiness assessment that flatters a school helps no one when the peer-review team arrives; an evidence base built on inflated metrics is a liability, not an asset. We measure and present the institution as it actually is, help it improve where it needs to, and give leadership an accurate picture to work from—which is what genuinely serves a school going into a review.
Common pitfalls in accreditation and research analytics
Schools preparing for accreditation or building research analytics tend to encounter the same avoidable difficulties, and recognizing them early saves enormous effort. The first is starting the evidence-gathering too late. Accreditation standards for faculty qualifications, intellectual contributions, and assurance of learning require data that is far easier to assemble continuously than to reconstruct retrospectively under deadline. Schools that treat readiness as a project beginning a year before the review consistently struggle; those that build the underlying analytics into their ongoing operations enter the cycle prepared. Part of our value is helping a school stand up that continuous capability rather than a last-minute scramble.
The second pitfall is measuring the wrong things, or measuring the right things inconsistently. Research productivity, citation impact, and faculty sufficiency can each be defined and counted in several ways, and a school that changes its definitions between reporting periods—or benchmarks itself against an ill-chosen comparator set—produces analytics that mislead its own leadership. We bring methodological discipline to institutional measurement: clear, consistent definitions, appropriate comparators, and honest treatment of the gaps, so that the picture leadership acts on is accurate rather than flattering or arbitrary.
The third, and most consequential, is confusing evidence-presentation with evidence-improvement. An accreditation review examines what a school actually is, not how well it writes about itself, and a polished self-study built on weak underlying performance does not survive a peer-review visit. The real work is identifying genuine gaps early enough to close them, and building the substantive evidence base over time. We are candid about this from the outset, because a partner who tells a school its research output is thinner than it believes—while there is still time to act—is far more useful than one who helps it write around the problem.
Ways institutions work with us
Institutional engagements are typically larger and longer than individual research support, and we structure them to fit the timelines schools actually work on. The most common is the accreditation-cycle engagement: a sustained relationship across the months or years of preparing for an AACSB or EQUIS review, beginning with a readiness assessment and gap analysis and continuing through evidence development, benchmarking, and self-study support, working alongside the school's own accreditation team throughout.
Shorter engagements are also common—a one-off benchmarking study, a research-strategy analysis to inform a hiring or investment decision, or the design of an institutional research-analytics dashboard the school then runs itself. And some schools retain us for ongoing analytics, so that research-performance measurement is continuous rather than something reconstructed under deadline every few years. In every case we agree scope, comparators, and confidentiality terms in advance, and we work under whatever formal agreement institutional data governance requires.
Building a lasting research culture, not just passing a review
The schools that get the most from working with us are those that treat accreditation and analytics not as hurdles to clear but as instruments for building a genuine, durable research culture. Passing a single review is a milestone; sustaining the research productivity, faculty development, and continuous-improvement processes that the review is meant to certify is the real goal, and it is what protects a school's standing between review cycles. We orient our institutional work toward that longer horizon—helping put in place the measurement, the benchmarking, and the evidence habits that a school can carry forward on its own, rather than a one-off effort that lapses the moment the review team leaves.
This is also where the interests of the institution and its individual researchers align, and we work at both levels. A school's research performance is, in the end, the aggregate of its faculty's output, so the same rigor and support we bring to an individual researcher's paper contributes directly to the institutional metrics that accreditation and rankings assess. A university that raises the methodological quality of its faculty's research is simultaneously improving its accreditation evidence, its citation performance, and its standing—which is why we see individual research support and institutional analytics as two views of the same underlying goal rather than separate services.
Common questions
What you may be wondering
The questions clients like you most often raise before working with us.
No—accreditation is awarded by the accrediting body on the basis of its own review, and no one can guarantee that outcome. We provide readiness assessment, gap analysis, benchmarking, and evidence development to help you enter the review well-prepared and present your case rigorously.
Yes, and we usually do. We function as a specialist analytical resource that complements your internal team, not a replacement for it.
Analysis of faculty research productivity, intellectual contributions, and citation performance, benchmarked against peers and presented in dashboards or reports that give leadership a clear, current view.
Yes. We agree the comparator set with you and benchmark on the research and output metrics relevant to your goals, whether for accreditation, rankings, or strategy.
Under strict confidentiality and whatever formal agreement you require. Institutional data is never shared or reused beyond your engagement.
Either. Some engagements are single studies; many schools retain us across a multi-year accreditation cycle or for continuous research analytics.
Preparing for accreditation or building research capacity?
Tell us your goals and timeline—we'll scope how we can support your school's research function.