Tallyrus

Tallyrus is an AI checker tool. Tallyrus applies a custom rubric to uploaded documents and returns scores, tags and summaries in a reviewable, exportable table. Built for bulk essay grading and resume screening, it keeps criteria consistent across every file and gives teams an auditable record of how each document was judged.

Tallyrus is a document evaluation platform built around a simple idea: define your review criteria once, then apply them to files in bulk. The primary workflow is essay grading and rubric scoring. A teacher, admissions reviewer or program manager creates an evaluator, which is a structured form of tags, categories, summary prompts and scored criteria: the site's example rubric, for instance, uses a safety field with fixed point bands from "Extremely Safe" at 10 points down to "Dangerous" at 2 points. Files are then uploaded and the AI applies that same rubric to every one of them, returning scores, tags and short written summaries in a table that can be reviewed, filtered and exported. The practical appeal is consistency. Instead of an examiner reading essay twenty of forty with a different mood and a different internal standard, every submission meets the same criteria and the result is auditable: you can show why a paper scored what it did. The table layout works well for spotting patterns across a cohort, and the export gives staff a spreadsheet they can sort or share with a department. The product positions itself well beyond the classroom too, naming resume screening, contract and policy compliance, vendor evaluation, legal review and grant or scholarship application screening. Anyone running a high-volume shortlisting process is the target user, whether that is a hiring team, a compliance function or an admissions office. Files arrive by drag and drop from the user's device, and the analysis runs in parallel across a batch. The site claims hundreds of documents processed in seconds and describes the output as human-level in accuracy, though no independent benchmarks are published. Alternatives fall into two camps: general chatbots, which can grade an essay if you paste it in but cannot hold a rubric steady across dozens of files, and enterprise document AI suites, which are heavier and priced for large legal or financial operations. Tallyrus sits in between, aimed at teams that need repeatable rubric scoring without a procurement cycle.