Kmeggie+Veritas AI
THE SEQUENCING WORKBENCH

Know your reads.

Inspect a FASTQ file, review its quality, and take the report with you.

I. SPECIMEN INPUT

Choose an analysis input

Raw FASTQ analysis or imported FastQC results

Just exploring?500 synthetic reads
II. ANALYSIS RECORD

Preparing sample report…

SYNTHETIC SAMPLELocal analysis
Analyzing readsPreparing the demonstration dataset.

Quality across the read

Mean Phred score at each base position

Mean quality

Prototype guide: Q ≥ 30 pass · Q 20–29 review · Q < 20 low quality

Validation checks

A quick check before your next step

Flags guide review. They do not determine whether a sample is suitable for clinical use.
Analysis details & interpretation +

All reads in an accepted file are analyzed. This prototype supports four-line, single-end FASTQ with A/C/G/T/N bases and Phred+33 scores. Limits: 50 MB input, 100 MB decompressed, 200,000 reads, 100,000 bases per read. Files above a limit are rejected rather than sampled.

Mean quality is the arithmetic mean of all base scores. Q30 is the share of bases with a score of at least 30. Current QC guides use Phred+33 and the selected encoding is retained in the report. N content flags depend on the selected QC guide. Duplicate fraction is estimated from bounded sequence hashes; it is descriptive for generic short reads, context-dependent for amplicons, and not evaluated for the exploratory long-read guide. The parser accepts only four-line single-end records; multiline FASTQ and paired-end validation are not supported. For long reads, charts group adjacent positions into at most 600 points; checks still use every position. These are simplified prototype rules, not FastQC-equivalent checks. Adapter detection and classification are not included.

FastQC ZIP imports preserve the statuses and modules found in the archive; they do not rerun FastQC in the browser. This web prototype is independent of the Kmeggie+ CLI. It is not a validated diagnostic tool. Reports stay local to this tab unless exported; validated JSON exports can be reopened locally.

Methods & limits