AI-Proof your Entire Exam Lifecycle
EdStack helps assessment teams ship resilient, accreditation-ready exams with live AI detection, blueprint coverage, and rapid variant generation—without losing the faculty voice.
Trusted by assessment teams nationwide
From small liberal arts colleges to major research universities, EdStack powers exam integrity across diverse academic environments.
Everything needed to harden an exam lives in this workspace
Blueprint outcomes, co-create variants, and package audit evidence without hopping between tools. EdStack keeps faculty momentum while governance stays tight.
Blueprint coverage
Auto-map learning outcomes to prompts, rubrics, and variants before exam day.
Variant studio
Regenerate faculty-ready alternates that keep instructor tone and cognitive load intact.
Governance guardrails
Reviewer queues, approvals, and comments live beside every packet—no email archaeology.
Audit evidence
Instantly export risk deltas, sign-offs, and policy notes for accreditation reviews.
How teams move exams from draft to launch
Each pass is opinionated: align the blueprint, strengthen variants, then package approvals. Faculty focus on teaching; EdStack keeps governance clean.
Ingest & align
Sync LMS exams or drop PDFs—EdStack maps structure, objectives, and metadata automatically.
Review & strengthen
Variant studio, bias checks, and coverage gaps surface the edits worth making right now.
Approve & package
Send reviewer approvals, freeze packets, and export audit-ready summaries in minutes.
Everything the accreditation lead needs lives in one packet
Live risk score
Continuous AI likelihood signals across every prompt and variant.
Evidence locker
Versioned notes, approvals, and deltas for accreditation or internal audits.
Campus orchestration
Department-level workspaces with shared templates and curriculum analytics.
The calmest way to harden every exam cycle
EdStack turns AI risk analysis into a guided workspace—no spreadsheets, no context switching, just collaborative QA that preserves faculty voice.
AI risk radar
Cross-check every prompt against ensemble models to surface AI-likelihood, memorization risk, and ambiguity in seconds.
Blueprinted coverage
Map outcomes to prompts, rubrics, and variants so curriculum leaders see gaps before exam day.
Variant studio
Regenerate faculty-ready alternates with instructor prompts preserved—no creative overwrite required.
Governance guardrails
Assignments, approvals, and reviewer notes travel with every exam packet to keep accreditation effortless.
Proven results
Our platform has been tested and validated across multiple institutions with exceptional results.
Orchestrate the entire QA flow without leaving EdStack
Faculty, instructional designers, and integrity leaders see the same data, comment threads, and approval checkpoints. Nobody is digging through email chains to find the latest packet.
Stacked insights
Pull fresh AI-likelihood, curriculum coverage, and bias checks into one glass panel.
Variant performance
Score every rewrite against clarity, difficulty and learning outcomes using instructor-tuned rubrics.
Team cadence
Assign reviewers, capture notes, and notify faculty the moment packets are audit ready.
Start small with a pod or roll out across campus
Every partnership includes onboarding, faculty enablement, and accreditation-ready reporting. Choose the engagement that matches your governance needs.
Academic teams
Faculty pods and departments rolling out guided QA across courses.
Institution
Multi-campus governance with bespoke controls and integrations.
How fast can we launch?
Most departments activate in under two weeks with faculty training and template setup included.
Which AI models do you benchmark against?
We continuously benchmark against OpenAI, Anthropic, Gemini, Claude, and campus-specific corpora to keep risk scores fresh.
Can we ingest past exams?
Yes—bulk import prior assessments to build coverage baselines and trend reports instantly.
Do you support accreditation audits?
Every packet includes reviewer notes, approvals, and AI risk deltas ready for accreditation evidence trails.