Swarm44 Science Check brings focused AI swarm review to your scientific work. Get a clear report of what needs attention, ready to discuss in your own AI chat.
Works with the AI providers you already use
Keep your familiar chat. Add specialist checks of your arguments, methods, evidence, and references.
ChatGPTChatGPTCodex
ClaudeClaudeClaude Code
CopilotCopilot ChatCowork
GeminiGeminiGemini CLI
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Grok
Qwen
DeepSeek
Meta
Mistral
KimiGrokQwenDeepSeekMetaMistralKimiFor the work you’re writing.
Research paperCheck whether your evidence supports your claims, your methods are explained, and your citations lead to the right sources.Your full review report. Each specialist in our AI swarm focuses on one topic, helping uncover details a broad review can miss. You receive an assessment, prioritised issues with explanations, and citation and bibliography findings.Discuss it with your own AI. Ask follow-up questions in the same chat, examine the evidence, and decide what to address first.
Bachelor’s thesis
Master’s thesis
Dissertation
Conference paperYour AI deploys a specialist swarm
for you to review your work.
Your assistant coordinates specialist checks and brings the findings together in your chat.
Swarm44 plans and deploys the specialist agents, waits for their findings, and compiles the report.
- Research & contribution: Research gaps, original contributions, and the concepts central to your work. Unsupported gap; Missing contribution; Undefined concepts; Overlooked prior work; Misstated theory; Unsupported novelty; Theory never applied.
- Methods & analysis: Whether measurements, calculations, and tests support the investigation. Invalid measurement; Wrong denominator; Unsuitable tests; Untested hypotheses; Missing data; Unjustified sampling.
- References & sources: Publication identity and whether sources support the claims attributed to them. Wrong DOI; Unsupported citation; Misquoted findings; Incorrect source details; Conflicting versions; Missing references.
- Logic & consistency: Research-question closure, agreement between chapters, and the strength of conclusions. Unanswered questions; Conflicting chapters; Overstated conclusions.
- AI writing patterns: Formulaic and empty prose patterns, without inferring who wrote the text. Repeated templates; Empty but fluent prose; Formulaic transitions; Mechanical triads; Inflated language.
- Language & structure: Terminology, argumentative development, and meaningful discussion. Inconsistent terms; Repeated arguments; Results without discussion; Misleading headings.
- Figures & equations: Agreement with the data, meaningful scales, and defined notation. Graph-data mismatch; Misleading scale; Undefined symbols; Missing units; Incorrect formula; Unexplained tables; Broken references; Unreadable labels.
One coordinated review: Questions, concerns, and suggested next steps
This animation is a simulation. Agent counts, progress, findings, and the readiness marker are illustrative, not a live review.
Pricing
Science Check works inside the AI assistant you already use. You need an account with one of the providers above; its plan and usage limits apply.
Know what needs attention.
And where to start.
You shouldn’t have to know every question a scientific reviewer would ask. Science Check gives your AI focused checks and assessment criteria, then brings the findings back into your conversation.
See how to connectChoose your access, connect your AI.
Choose access for your role, then connect Science Check to the AI assistant you already use.
Give your work a focused review.
Share your paper, academic level, and review needs. Your AI coordinates specialists to examine arguments, methods, evidence, and references against the relevant criteria.
Work through the findings.
Receive a full report with an assessment, a prioritised issue list, and reference-checking results. Ask your AI to explain the findings and help you understand what to address first.
A clearer picture.
Your judgement.
Our approachKnow where to look closer.
See what holds up, what needs attention, and which issues deserve a closer human review. Use the findings to guide your next discussion or revision.
Feedback. No editing or grading.
Science Check analyses and reports. It does not write or change your work, and it must not grade it or assign academic marks.
You make the decisions.
AI can miss mistakes or flag something incorrectly. Check important findings against the evidence. A report does not certify correctness or replace supervision or peer review.
Before you
get started.
More questions, answeredI already use AI. Why pay for Science Check?
You are paying for the scientific review process: what to examine, which criteria to apply, and what each specialist must report.
Each specialist focuses on a particular topic, helping uncover details a broad review can miss. Your own AI coordinates the checks and brings the findings together, so you do not have to design and manage the review yourself.
What will I receive after a review?
A full report with an assessment suited to your work, a prioritised list of issues with explanations and locations, and citation and bibliography findings. It identifies what was checked and what remains unresolved.
Stay in the same chat to ask your AI about the evidence, explore a finding, and decide what needs attention first.
Will Science Check change my work?
No. Science Check analyses your work and gives feedback. It does not write, rewrite, or edit your content.
The report explains strengths, issues, and priorities, and you decide how to respond. Any writing or editing you separately request from your own AI is outside the Science Check review.
Does Science Check grade work?
No. Grading is prohibited in Science Check reviews. The system must not grade work or assign academic marks.
The report’s assessments explain strengths, weaknesses, and issues; they are feedback, not grades. Academic grading remains the responsibility of authorised educators and institutions.
What does the $20 access include?
Basic access for students and researchers lasts 30 days, with no automatic renewal.
It includes the full review tools and connections for up to two AI assistants. Review as often as you want and discuss the findings throughout that period.
Your AI provider account is separate; its plan requirements, usage limits, and connection permissions still apply.
Does this replace a supervisor or peer reviewer?
No. The report helps you and your reviewers identify where to look more closely. AI can miss mistakes or raise concerns that do not hold up, so findings need scrutiny. Assessments are not official grades or guarantees of acceptance. Science Check analyses and reports; it does not write or change your research.
Which tool can help
with your research?
Find a scientific review for your own work, the students you supervise, or the submissions your institution or journal receives. Science Check brings focused checks and useful findings into your own AI conversation.
Which tool can improve my thesis?
Get feedback on your thesis, dissertation or research paper. Science Check examines arguments, methods, evidence and references, helping you decide what to improve.
Explore thesis reviewsWhich tool helps me review students’ work?
Prepare your own supervision feedback with located findings and evidence checks. See where students’ work deserves a closer human review.
Explore supervisor reviewsWhich service can screen submissions?
Examine submissions before assessment or peer review. Receive findings on scientific substance and unresolved issues to support your team’s next decision.
Explore submission screeningYou’ve put in the work.
Give it a closer review.
Understand what needs attention before your next submission or supervision meeting.
Access starts at $13 for 15 days, with no automatic renewal.