A suite of Human-AI tools designed to accelerate every stage of the scholarly process — from dissertation defense to peer-reviewed publication — built on the Human-AI Symbiotic Theory (HAIST).
Purpose-built AI tools that replicate the rigor of human expertise — available on demand, around the clock. Three tools live now. Three more launching soon.
AI-powered dissertation review grounded in real committee feedback. Delivers 10-dimensional HAIST analysis in minutes — not weeks.
Open App → ↗AI-assisted manuscript review for researchers and journal editors. Aligns submissions to journal scope and synthesizes reviewer feedback via PRISM©.
Open App → ↗AI-assisted IRB protocol preparation for researchers. Rules-based review classification grounded in 45 CFR 46 and the Belmont Report.
Open App → ↗AI-powered advisor matching for doctoral students. Five-dimensional compatibility algorithm connects students with the right dissertation advisor for their research journey.
Join Waitlist →Research-grade quantitative statistics with APA 7th edition output. Upload your dataset, run any of 12 statistical tests, and get publication-ready results — tables, assumption checks, and AI-drafted Results paragraph — in under 60 seconds.
Join Waitlist →AI-moderated qualitative interview platform for academic researchers. Claude conducts structured interviews using your IRB-compliant protocol — consent, withdrawal, and session logging built in. At-scale data collection with structured transcripts, no manual moderation required.
Join Waitlist →Symbiotic Scholar doesn't automate scholarship. It offloads the systematic work — so researchers can focus on what only they can do.
Every tool is built on frameworks derived from actual human scholarly output — real committee feedback, reviewer standards, and IRB practice across 50+ methodological traditions. This is systematic analysis that reflects how scholarship actually works, not generic AI prompting.
These tools are supplements, not substitutes. The scholar drives every decision. What changes is how much cognitive bandwidth gets consumed by rote review tasks versus advancing the ideas that matter. Human judgment stays in the loop — always.
Feedback cycles that take weeks complete in minutes. Advisors get back to mentorship. Students get back to research. Committees return to the intellectual work that requires human expertise — not semantics, not checklists, not another round of formatting notes.
Consistent, expert-level feedback for every scholar — regardless of institutional resources, advisor availability, or geography. Shorter feedback cycles mean shorter time-to-degree, real cost savings for students, and better outcomes across the board.
The Symbiotic Scholar suite was born from a fundamental insight: the most rigorous academic processes — dissertation review, peer review, grant evaluation — follow predictable, learnable patterns rooted in decades of scholarly practice.
By synthesizing real accounts from dozens of social science disciplines and methodological traditions, we built a Human-on-the-Loop (HOTL) foundation that allows AI to replicate the depth of human-to-human feedback loops. The result is Human-in-the-Loop (HITL) curation that empowers — not replaces — the expert.
Every tool in the suite follows the same simple, powerful loop.
Select the Symbiotic Scholar app that fits your stage — dissertation review, manuscript submission, or IRB protocol. More tools launching soon.
Submit your document, reviewer feedback, or research context. Our tools accept PDFs and standard academic formats.
Receive structured, actionable analysis grounded in real academic experience — in minutes, not weeks.
We use Anthropic's enterprise API — not the consumer product. That distinction matters: API data is never retained or used to train AI models.
Anthropic's API Terms explicitly prohibit using API inputs and outputs to train models. Your dissertation, manuscript, or interview data is processed for your review — and nothing else.
Documents live in your private, encrypted storage — scoped to your account. No one else can access your work, and we never share data with third parties.
Designed with IRB compliance in mind. Qualai interview data, dissertation drafts, and manuscript content are handled with the same rigor you bring to your research.
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Choose the plan that fits your research needs.
Explore all live tools with essential access.
Deep access for active researchers.
Full access for power users and teams.
All plans include a 7-day free trial. Contact us for team pricing.