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AI-Native Bioinformatics

An AI-native bioinformatics company

At AIxBioinformatics, analysis, delivery and operations are all designed around AI; AI is not an add-on to an old workflow. We offer three services: bioinformatics analysis, group sequencing and research compute. Every analysis project is reviewed by senior bioinformaticians before delivery.

Analysis first, pay later · Not satisfied? You pay nothingNational High-Tech Enterprise (China)Analysis projects reviewed item by item by expertsRe-runnable code with every delivery
Single-cell UMAP with cell-type labels
Differential expression volcano plot
Pathway enrichment
Figures taken from our public-data sample reports. Open the full reports
How payment works

Analysis first, pay later. Not satisfied? You pay nothing.

Bioinformatics service projects follow these four steps.

1

Request

Send your request; we will call or message you within one working day

2

Start

Work starts once you approve the written plan and quote; nothing is charged before then

3

Preview

Preview your results online first

4

Payment

Pay only if you are satisfied; every file unlocks once payment is received. If not, ask for changes within the agreed scope, or decline and pay nothing

The preview shows the full report text, key numbers, every figure (marked "Preview"), the first 20 rows of each table and the list of files. Original figures, full result tables, code and the report files are downloadable after payment.

AI Native

AI-native: the way we work is designed around AI

Being AI-native is not about having an AI feature; it means the whole company works in a way designed around AI. AI does not replace scientific judgement: it structures, drafts, checks and answers, while experts decide and review the key parameters, statistical models and conclusions.

AI in every step

Briefs, plans, code, QC, report drafting and Q&A all run with AI, rather than a chat window bolted onto an old workflow.

Expert time goes on judgement

AI takes the slow, repetitive work; experts spend their time on study design, key parameters and conclusions, and sign off what is delivered.

Every step traceable

Code, parameters and software versions drafted with AI are all included in the delivery, reviewed by experts, and can be re-run and checked.

How we run the company, too

Our AI news and client portal are built and maintained by the team working with AI; bilingual service, delivered online worldwide.

What AI does

Speeds up the slow, repetitive parts

  • Turns a loosely described need into a structured brief and a draft plan
  • Drafts and checks analysis code and pipeline configuration
  • Flags anomalies in QC and intermediate results early
  • Drafts interpretation, figure legends and methods text
What experts do

Own the scientific judgement and the conclusions

  • Confirm that the question and design can support the conclusion
  • Choose key parameters and statistical models, with reasons
  • Check results and figures against the plan, item by item
  • Sign off the conclusions that are delivered
Our three services

Bioinformatics, group sequencing and research compute

Sequencing can lead straight into analysis. Not sure which you need? Ask us first.

Bioinformatics services

Analysis first, pay later. Not satisfied? You pay nothing. Every project is reviewed by senior bioinformaticians before delivery.

About bioinformatics services

Sequencing

Group sequencing: samples from several research groups are sent for sequencing together as one batch and charged at the batch price.

About group sequencing

Research Compute

Describe the job and we schedule and run it; nothing runs until you accept the quote, and billing happens only when the run completes.

About Research Compute
Client portal

Bioinformatics services, fully online

The platform handles submission, upload, progress and results; every analysis is carried out and reviewed by senior bioinformaticians.

Guided online submission

Pick your data type and the matching standard and optional analyses are listed for you; add your question, samples and deadline. We call or message you within one working day, and the written plan follows once your needs are confirmed.

Secure upload with pre-checks

Resumable uploads for large files; formats are checked before upload and a sample-sheet template is provided. Public accessions or cloud links work too.

Clear progress, shared with your lab

Status, next step and timing are always visible, with email updates; invite lab members to view or upload.

Interactive results, reproducible delivery

Preview your results online first. Once you are satisfied and have paid, the full interactive report (adjustable thresholds, filterable tables, exportable figures) and every delivered file unlock, including code, versions and parameters.

Sample reports

See what you will receive before you order

All three examples were run on public data. Reports, figures, tables and code can be downloaded and every number can be recomputed. No client data is used.

Bulk RNA-seq differential expression

Bulk RNA-seq differential expression

Public data GEO GSE147507 · human bronchial epithelial cells, SARS-CoV-2 vs mock, n = 3 each

QC, PCA, sample correlation, DESeq2 differential expression, volcano and heatmap, Hallmark enrichment, plus a methods paragraph.

Single-cell RNA-seq: clustering and annotation

Single-cell RNA-seq: clustering and annotation

Public data 10x Genomics PBMC 10k v3 · human peripheral blood mononuclear cells

QC thresholds with reasons, clustering, marker genes, cell-type annotation and proportions, with annotated result tables.

Bacterial genome resequencing: variant calling

Bacterial genome resequencing: variant calling

Public data SRA SRR2584866 · E. coli REL606 long-term evolution experiment clone

Read QC, alignment, coverage, SNP/InDel calling and filtering, functional annotation, with the full re-runnable pipeline.

Bioinformatics service workflow

Five steps, each one documented

1

Request and call

Send your request; we will call or message you within one working day to confirm your needs, your data and how you will pay.

Within 1 working day
2

Written plan and quote

Scope, deliverables, timeline and price in writing; work starts once you approve the plan and quote.

Nothing charged before work starts
3

Analysis and senior review

Run to plan, with parameters and intermediate results kept; senior experts check methods, results and figures against the plan, item by item.

Typically 5–15 working days
4

Preview online

Preview your results online first: the full report text, key numbers, every figure (marked "Preview") and the first 20 rows of each table.

5

Pay if satisfied, then download

Pay only if you are satisfied; every file unlocks once payment is received: report, figures, tables, code and methods text. If not, ask for changes within the agreed scope, or decline and pay nothing.

Turnaround depends on the project and is fixed in the written plan; population studies and multi-omics integration typically take 15–25 working days.

Deliverables

What you receive

  • Analysis report with methods, results and figure legends
  • Result tables in Excel / CSV
  • Publication-ready figures in PDF / SVG / PNG, adjusted to journal style
  • Re-runnable analysis code with parameters
  • A methods paragraph ready to adapt for your manuscript
Quality and data security

How quality is assured

  • Standardised pipelines, item-by-item review by senior bioinformaticians before delivery, and reproducible code with every delivery
  • Software versions and parameters for every step are recorded in the report
  • Checked against the written plan before release
  • Data used only for your project; NDA available; deleted or returned after delivery as agreed
Our data commitment

How your data is handled

  • Your data is used only for your project and nothing else
  • Data and results belong to you; deleted or returned after delivery as agreed; NDA available
  • Only you and the members you invite can see project files
  • Raw human sequencing data (e.g. FASTQ, BAM, VCF) is not uploaded to this platform; provide de-identified result files or public accessions, or contact us to arrange otherwise
Credentials

Verifiable credentials

All items are part of our company history; see the full timeline.

2025
ISO 9001 and ISO 13485 quality management certification
2024
Second prize, 7th China Medical Device Innovation and Entrepreneurship Competition (IVD final)
2023
Joint research translation centre established with The Chinese University of Hong Kong, Shenzhen
2023
HST GENOMICS established in Longgang District, Shenzhen, as a key introduced project
2019
Recognised as a National High-Tech Enterprise
FAQ

Before you start

Are all three services available now?
Bioinformatics services are live in the client portal. For sequencing, sign up for a group batch: once a batch has enough samples, we will call or message you. Research Compute: the platform is opening in stages. You can apply now, and we will reply within one working day to confirm the available resources, the quote and when you can start.
What does AI do in the analysis?
AI structures requests, drafts plans and code, flags QC anomalies, drafts report text and answers questions. Experts decide and review the key parameters, statistical models and final conclusions.
Which data formats do you accept?
FASTQ, BAM, count matrices, h5ad, Seurat objects, Cell Ranger / Space Ranger output, and accession numbers from GEO, SRA, TCGA and similar repositories. Data generated by other providers is welcome.
How is pricing set?
Each project is quoted individually, based on data type, sample number and scope. We will call or message you within one working day; the written plan and quote follow once your needs are confirmed. Nothing is charged before work starts, and you pay only if you are satisfied.
Do I really pay nothing if I am not satisfied?
Yes. You preview your results online first and pay only if you are satisfied. If not, ask for changes within the agreed scope, or decline and pay nothing. Results of unpaid projects are deleted 90 days after delivery under our data retention policy, or sooner on request.
What does the preview show?
The preview shows the full report text, key numbers, every figure (marked "Preview"), the first 20 rows of each table and the list of files. Original figures, full result tables, code and the report files are downloadable after payment.
Can you work with international clients? How do I pay?
Yes. Send data from anywhere and we deliver online: data for analysis can come from any source, but for group sequencing we only accept samples shipped from within mainland China. Once you confirm you are satisfied, we email a payment request (amount, payee details and invoicing) within one working day. Contracts and invoices are available. Downloads unlock as soon as payment is received.
Can you do just one step or one figure?
Yes. A single differential analysis, a single figure or only the analyses a reviewer requested are all quoted as projects.
How is data transferred and kept confidential?
Cloud link, shipped drive or direct server transfer. Data is used only for your project, an NDA is available, and data is deleted or returned after delivery as agreed.

Data to analyse, or samples to sequence?

Tell us the data type and the comparison you need. We will call or message you within one working day; a recommendation, a written plan and a quote follow once your needs are confirmed. Or email contact@healthswiftech.com.