Product Roadmap

We build in public. Everything in "Shipped" is live today. Everything else is our best honest estimate.

Shipped

In production as of March 2026

EXPLORE Mode

Research idea validation via OpenAlex gap analysis. ~5 min, ~$0.50/run.

DEVELOP Mode

5-stage research pipeline: Gap → Hypothesis → Literature → Draft → Review. ~45 min, ~$3.00/run.

VALIDATE Mode

6-check pre-submission QA: citations, structure, readability, completeness, plagiarism, style. ~$8.00/run.

AI Research Digest

Weekly AI-generated summaries of relevant new papers. Available on Starter and Lab plans.

Lab Shared Library

Collaborative paper collections, member management, activity feed, and digest for teams.

Smart Alerts

Keyword/topic monitoring with email notifications when matching papers publish.

Full RLS Security

Row Level Security enabled and forced on all 31 Supabase database tables.

Conference Tracker

Track conferences and submission deadlines by research area.

Knowledge Graph

Visualize connections between papers, authors, and concepts in your library.

Scoop Monitor

Real-time alerts when a new publication closely overlaps your active research topic.

🔨In Progress

Actively being developed — ETA Q2 2026

API / MCP Access

Programmatic access to STEMIND tools via REST API and Model Context Protocol.

Grant Writing Assistant

AI-powered grant proposal templates and review for common funding bodies.

Improved Citation Network

Richer visualization of forward/backward citations and co-authorship patterns.

📋Planned

Committed for 2026 — priority and timing subject to change

Institutional SSO

University single sign-on integration (SAML/OpenID) for enterprise and lab plans.

Cross-Lab Collaboration

Share papers, notes, and sessions with members of different labs.

Preprint Submission Pipeline

One-click submission to arXiv, bioRxiv, and SSRN from the writing assistant.

💡Exploring

Under consideration — no commitment yet

Mobile App (iOS / Android)

Read, annotate, and receive alerts on mobile devices.

Data Repository Integration

Connect datasets from Zenodo, Figshare, and OSF directly to your library.

Open Peer Review Marketplace

Anonymous cross-lab peer review exchange for preprints.