Why Clema
Why AI for institutional research?
Higher-ed-native AI that connects to your data, understands IR and IE terminology, and shows its sources on every figure. Not a general chatbot reading the public web.
The short version
Institutional research data lives in more places than ever, the questions keep repeating, and IR teams cannot scale by hand. Clema is higher-ed-native AI that connects to your data, understands IPEDS and accreditation out of the box, and shows its sources on every figure. It complements your BI tools, secures under FERPA and SOC 2, and lets the team move on the work that actually matters.
Why Clema
Four reasons IR and IE teams choose Clema over the alternatives.
Higher-ed native, out of the box
Clema understands IPEDS definitions, accreditation terms, the difference between a 4-year and a 150% graduation rate, and the language of IR. You do not spend your first month teaching it the domain.
Connects to your data, not just the web
General AI reads the public internet. Clema reads your warehouse, SIS, LMS, and uploaded files, alongside the federal datasets you pull on. The answers come from your data, with your definitions.
Sourced answers, no hallucinations
Every figure carries its source and calculation method, with an audit trail for compliance. You can defend any answer to a dean, an accreditor, or the board without a second lookup.
Built for FERPA and SOC 2
Clema is FERPA-ready by design and SOC 2 Type II certified, with read-only connections, BAAs, role-based access, and U.S. data centers. Security review is a one-day pack, not a multi-week audit.
Compared to the alternatives
vs. general AI assistants
General AI reads the public web and guesses. Clema reads your data, understands higher ed, and shows its sources. The numbers come from your warehouse and IPEDS, not a language model's prior.
vs. traditional BI
BI tools are powerful but require trained users and a query language. Clema adds a conversational layer so anyone on campus can ask in plain English. Your dashboards stay; ad-hoc questions finally get answered.
vs. doing nothing
Same questions, repeated by different stakeholders, answered by hand every time. Clema lets you answer the repeat once and move the team to the strategic work that actually moves the institution.
Why now
Three shifts make higher-ed-native AI timely for IR and IE teams in 2026:
- Federal reporting is shifting. OBBBA, STATS, and FVT/GE have introduced new earnings-accountability and program-viability questions IR teams must answer fast.
- Data lives in more places than ever. SIS, LMS, warehouse, files, and ten-plus federal datasets. A conversational layer brings them into one window.
- AI finally speaks higher ed. Purpose-built models understand IPEDS definitions, accreditation, and IR terminology without months of training.
Why Clema FAQs
Why use AI for institutional research?
Because the volume of data questions IR teams field has grown faster than headcount, and most of those questions are repeats a model can answer once it understands your data and definitions. AI gives you a conversational layer over the data you already have, so the same question asked twice does not cost twice the time.
Why Clema instead of a general AI assistant?
General AI does not understand IPEDS definitions, accreditation terms, or the difference between a cohort and a population. Clema is purpose-built for higher ed, connects to your actual data (not just the public web), and shows its sources on every figure. No hallucinations, just your data.
Why Clema instead of another BI tool?
BI tools are powerful but require trained users. Clema adds a conversational layer on top of your warehouse, Power BI, and Tableau, so anyone on campus can ask a data question in plain English without learning a query language. It complements BI, not replaces it.
Why Clema now?
The federal reporting landscape is shifting under OBBBA, STATS, and FVT/GE, institutional data lives in more places than ever, and capacity has not kept up with demand. Clema lets teams move on current data and new compliance questions without a multi-month implementation or a new hire.
See Clema on your data
Book a demo with IR scenarios built for your institution, or start a 14-day free trial.