Always current.
Always rigorous.
With Zynthia.
The research platform that keeps your systematic review continuously updated and generates the rigorous, supervisor-approved documentation journals and panels require.
Built for doctoral theses
What's shipped since we first showed you this.
The screening engine got a calibrated scoring model, a full Analytics & QDA dashboard shipped, and every review now exports as one supervisor-ready bundle.
Algorithmic management and gig-worker autonomy: divergent findings
J. of Strategic Info. Systems · Vol. 41 · 2025
This study examines how algorithmic control systems shape worker autonomy in platform-mediated labor. Findings diverge sharply from prior work on managerial oversight, with autonomy varying by platform design rather than task type.
Possible contradiction — conflicts with your earlier decision on a paper in the same RI tier.
Relevant population and platform context, but the contradiction with an included paper needs a human call.
Proximity Map: theory, theme, geography, method & industry descriptors plotted by statistical similarity (MCA) across your included papers. Dot size reflects frequency in your corpus.
The platform that keeps your systematic review up-to-date with weekly monitoring and incremental screening and audit-ready with a complete methodology trail.
Always Up-to-Date
We monitor databases continuously and alert you to new relevant papers. Your review is never outdated by publication time.
100+ Hours Saved
No more re-running your entire search every 3 months. Incremental updates mean you stay current without re-doing months of work.
Supervisor-Approved Rigor
Every decision is yours. Every step is documented. Built by researchers who've published SLRs in top-tier journals we know what supervisors, editors, and reviewers expect.
From setup to submission,
simplified.
Always Current
Define your search strategy and configure database monitoring
Review 5 to 10 new papers flagged by Zynthia each week
Your search date is always today, so you can submit without re-work
✦ Save 100+ hours, no re-work, always current
Always Rigorous
The problem with traditional SLRs
- PRISMA formatting = 30 hours of tedious work
- Missing items = journal rejection
- No audit trail = “how did you decide?”
AI suggests, human decides
Full control maintained: AI accelerates, you validate
Complete audit trail
Every decision documented: answer any reviewer question
One-click PRISMA
Publication-ready flow diagrams and checklists, instantly
Pre-submission quality check
Catch gaps before submitting: fewer revisions, faster acceptance
✦ Supervisor-approved rigor, faster acceptance
Designed for every stage of
your career.
PhD Students
Keep your SLR continuously updated so it's never outdated by publication time, and auto-generate publication-ready PRISMA documentation in one click.
- Never redo months of search work
- Auto-generate PRISMA diagrams
- Impress your supervisor with rigor
Established Researchers
Streamline your systematic review workflow with AI-assisted screening and automated compliance, so you can focus on research, not methodology paperwork.
- AI-assisted title & abstract screening
- Automated compliance checks
- Focus on insights, not logistics
Institutions
Institutional oversight and quality assurance for all systematic reviews conducted by your researchers.
- Centralized review dashboards
- Quality assurance at scale
- Standardized methodology
Guides for your systematic literature review
How to Screen Abstracts for a Systematic Literature Review
A step-by-step guide to abstract screening for business and management researchers. Learn how to screen thousands of papers efficiently, document every decision, and satisfy your supervisor and peer reviewers.
Inclusion and Exclusion Criteria in Systematic Literature Reviews
How to write, apply, and document inclusion and exclusion criteria for a systematic literature review in business and management. Covers PICO, PCC, SPIDER, CIMO frameworks, PRISMA 2020 reporting, and common errors.
Best Databases for a Systematic Literature Review in Business and Management
Which databases to search for a business and management SLR, Web of Science, Scopus, ABI Inform, EBSCO BSC, and Google Scholar compared. Evidence-based guidance with benchmark data from published management reviews.
Why Systematic Literature Reviews Get Rejected, and How to Avoid It
The insider editorial perspective on why management SLRs are desk rejected or fail peer review, covering synthesis failures, search strategy problems, the ten reviewer questions, and a pre-submission checklist.
Systematic Literature Review or Bibliometric Analysis? How to Choose
A practical decision framework for choosing between a systematic literature review and bibliometric analysis in business and management research, including when to combine both in a hybrid approach.
Built by researchers,
for researchers.
Built by researchers who've published SLRs in top-tier management journals, we know your pain points.
Join 150+ researchers testing Zynthia in October 2026.
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