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Bioassays & HTS
Dose–response, IC50/EC50 curve fitting, Z′-factor QC, plate maps and normalization across 96/384/1536-well formats.
AI-built data platforms for life sciences
From raw instrument exports to decision-ready reports — fully automated.
BioStudio AI designs and ships custom, AI-powered platforms that ingest exported data from your lab instruments — bioassays, qPCR, NGS, flow cytometry and more — then organize, analyze, visualize, and generate validated reports. No manual wrangling. No copy-paste. Just answers.
98%less manual data prep
10×faster reporting
21 CFR 11audit-ready
live · assay_run_4821
Samples0
Z′-factor0.82
QC pass99.4%
● Pipeline healthy
report.pdf generated in 1.8s
Built for teams running
Discovery Biology
Molecular Diagnostics
Genomics Core
Process Development
QC / Analytical
One platform, every instrument
We speak the language of your machines
Whatever exports your instruments produce — CSV, XLSX, FCS, FASTQ, proprietary formats — BioStudio AI parses, validates, and harmonizes them automatically.
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qPCR / dPCR
Automated Cq calling, ΔΔCt quantification, standard curves, melt analysis and replicate outlier flagging.
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NGS & Genomics
FASTQ-to-insight pipelines: QC metrics, alignment summaries, variant calls, expression matrices and visual QC gates.
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Flow Cytometry
FCS ingestion, automated gating templates, population statistics and longitudinal comparison dashboards.
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ELISA & Immunoassays
4PL/5PL standard curves, back-calculation, %CV checks, LOD/LOQ flags and concentration tables.
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HPLC / LC-MS
Peak integration review, purity %, retention-time tracking and batch chromatogram overlays.
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Cell & Microbiology
Growth curves, viability, confluence, CFU counts and imaging-derived metrics, unified in one view.
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Your instrument here
Custom connectors built in days. If it exports data, we can automate it.
Talk to us →
The fully automated flow
Five steps. Zero manual work.
Drop in a file or connect a folder. BioStudio AI handles the rest — end to end, with a complete audit trail.
01
Ingest
Auto-detect formats from any instrument and pull data via upload, watched folders, LIMS or API.
02
Organize
Parse, validate, deduplicate and map to a structured, searchable data model with metadata.
03
Analyze
Apply validated statistics & AI models — curve fitting, QC, anomaly detection, comparisons.
04
Visualize
Interactive dashboards update in real time — no spreadsheets, no version chaos.
05
Report
Branded, audit-ready PDFs & exports generated automatically and shared with your team.
Why BioStudio AI
Everything a modern life-science team needs
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AI-generated, in days
Describe your workflow; our AI scaffolds a working platform tailored to your assays, then we refine it with you.
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Compliance built in
Audit trails, e-signatures, role-based access and data integrity aligned with 21 CFR Part 11 & GxP.
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Connects to your stack
LIMS, ELN, instruments, S3, Benchling, Snowflake and more — bidirectional integrations.
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Your data stays yours
Deploy in your cloud (AWS/Azure/GCP) or on-prem. Encryption at rest and in transit.
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AI copilots
Ask questions in plain English, surface anomalies, draft conclusions and explain results.
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Reproducible & versioned
Every analysis is parameterized and re-runnable — full lineage from raw file to figure.
Sample dashboards
Live, interactive views — not static screenshots
A taste of what your team sees the moment data lands. Hover the charts.
Dose–Response (IC50)
Inhibitor titration · 4-parameter logistic fit
IC50
42.7 nM
▲ within spec
Hill slope
1.04
R² = 0.998
Plate QC
Sample report
Auto-generated, audit-ready documents
Every run produces a branded report — figures, tables, QC flags and conclusions — ready to share, sign and archive.
🧬 BioStudio AI
Analytical Report
Compound BSX-114 — Inhibition Dose–Response Study
Project: Kinase Program · Assay: Biochemical HTS · Plate: 384-well · Operator: A. Chen
Summary
- IC5042.7 nM
- Hill slope1.04
- R²0.998
- Z′-factor0.82
- QC outcomePASS
Fitted curve
Per-concentration results
| Conc. (nM) | Mean % Inhibition | SD | %CV | Flag |
|---|---|---|---|---|
| 1000 | 98.6 | 0.9 | 0.9 | OK |
| 250 | 94.1 | 1.4 | 1.5 | OK |
| 62.5 | 61.3 | 2.1 | 3.4 | OK |
| 15.6 | 23.7 | 1.8 | 7.6 | OK |
| 3.9 | 6.2 | 2.6 | — | CHECK |
AI conclusion
BSX-114 demonstrates potent, dose-dependent inhibition (IC50 = 42.7 nM) with an excellent curve fit (R² = 0.998) and a robust assay window (Z′ = 0.82). All QC criteria passed; one low-concentration replicate flagged for review with no impact on the fitted parameters. Recommendation: advance to confirmation.
What you get with every run
- Branded PDF, HTML & CSV exports
- Embedded figures & statistics tables
- Automatic QC flags & outlier detection
- Plain-language AI conclusions
- Tamper-evident audit trail & e-signature
- One-click sharing to your team or sponsor
0M+
data points processed
0+
instrument formats supported
0×
faster time-to-report
0.9%
pipeline reliability
Let's build it
Tell us about your data. We'll show you the platform.
Book a 30-minute demo. Bring a sample export from any instrument and we'll walk you through an automated pipeline built around your workflow.
- ✉️ info@biostudio.com
- 📞 (857) 869-6497
- 📍 Boston, MA