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.
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-powered grant writing and funding alignment tool. Match your research to funding opportunities and draft compelling proposals faster.
Coming SoonSystematic literature review assistant. Map research landscapes, surface gaps, and synthesize findings across hundreds of sources.
Coming SoonThe 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, grant writing, and more.
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.
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