Content review
Flags non-standard abbreviations, acronyms undefined at first use, incorrect terms and units, and inconsistent nomenclature across the document.
Reviewed in minutes
Not days of manual QC
DPDP and HIPAA-ready
Built for regulated data
On-prem or private cloud
Data never leaves your network
Every flag traceable
Located, graded, auditable
AI medical review by Kredo Analytics
Catch every error before your reviewer does.
MedLens reads your clinical documents and slide decks against your reference set, then returns a page-by-page issue matrix — medical terminology, statistics, grammar, and consistency — with severity ratings and ready-to-apply fixes. Minutes, not days.
Minutes
Per document
100%
Pages reviewed
6
Checks per document
Minimal
Data retained, by policy
Built for medical affairs, regulatory, publications, and CRO teams
Built for medical accuracy.
Everything a reviewer checks by hand — terminology, statistics, grammar, and consistency — graded and located on every page.
Statistical and data integrity
Catches percentages reported without an n, mismatched table headers, and figures or conclusions that contradict the data around them.
Grammar, style and branding
Punctuation, spacing, and run-on sentences, plus your style guide — fonts, brand colours, and naming conventions.
References and literature search
Checks claims against the reference pack you upload (PDF, ZIP, or folder) — or searches PubMed and Embase with Boolean terms to find them for you.
Severity-graded issue matrix
Every finding rated High, Medium, or Low with its exact location and a suggested fix — exported to Excel, PDF, or Word, with customisable severity levels.
Private and always improving
Run on-prem or as SaaS, never used to train models, with a feedback loop that tunes the review to your standards over time.
Every review knows who it is for.
Before it reads a word, MedLens is set up for the document context — so the tone and the checks match the market and the audience. This is what sets MedLens apart.
Country / market
Set the market the document is intended for, so region-specific rules and conventions apply.
Promotional or non-promotional
Classify the content so the right compliance lens is applied.
Intended audience
The review tone and depth adjust to the reader. Patient-facing content is held to simpler, plainer language.
Audiences:
Patients
Healthcare professionals (HCPs)
Doctors
Conference attendees
Marketing / Sales reps
Three ways to review.
Pick the depth of review that fits the document and the moment.
Quality review
The full automated compliance and quality check: terminology, statistics, claims, consistency, and references — every finding graded by severity.
Editorial review
A focused pass on grammar, punctuation, spacing, and your company style guide — fonts, brand colours, and naming conventions.
Proofreading (version compare)
Upload two versions of the same document and MedLens highlights exactly what changed between them.
Upload, run, done.
No integrations, no retraining. Upload a document with its references, and get a graded review back.
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Upload and configure
Add a PDF, PowerPoint, Word file, or image of any size. Set the country, content type, and audience, and choose the full document or only specific pages.
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Pick a review mode
Quality for the full compliance check, Editorial for grammar and style, or Proofreading to compare two versions.
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Add references
Upload references as PDF, ZIP, or a folder — or search PubMed and Embase to pull them in automatically.
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Run and export
Get a page-by-page issue matrix with severity ratings and suggested fixes, in Excel, PDF, or Word.
One review engine. Every medical team.
From medical writing to regulatory to commercial — MedLens fits the documents your team already produces.
Medical writing and publications
Manuscripts, abstracts, and posters checked for terminology, statistics, and consistency before submission — so editorial review starts from a clean draft.
MSL and advisory decks
Slide decks reviewed for accurate abbreviations, units, and on-label claims.
Submission documents
CSRs and dossiers screened for unit, nomenclature, and data errors.
Safety narratives
Consistent terminology and figures across high-volume reports.
QC at scale
Standardise review quality across writers, projects, and clients.
Promotional material
Claims and references verified against the approved source.
Trained on your standards, not generic rules.
MedLens can learn the documents your organisation already reviews against, so it checks for what your team actually cares about.
Your SOPs and checklists
Provide your standard operating procedures and review checklists. MedLens learns them and reviews every document against your house standard, not a generic one.
Your brand and style guide
Upload brand, editorial, or formatting guidelines and MedLens flags anything off-brand or off-style: fonts, colours, terminology, tone, and naming.
Your severity matrix and outputs
Customise the risk and severity levels, and the output format, to match your internal guidelines.
How MedLens compares.
What a careful reviewer does by hand, on every page, in minutes — and the same way every time.
| Capability | MedLens | Manual review |
|---|---|---|
| Turnaround per document | Minutes | Hours to days |
| Page and table coverage | Every page, every table | Sampling, fatigue-prone |
| Severity grading | Automatic High/Med/Low | Reviewer-dependent |
| Reference cross-check | Against your uploaded pack | Manual lookup |
| Output | Excel, PDF, or Word | Tracked changes |
| Consistency across reviewers | Same engine every time | Varies by person |
| Deployment | SaaS or on-premise | Not applicable |
| Data privacy | DPDP and HIPAA-ready | Varies |
Benchmarked, like a frontier model.
MedLens is evaluated on a held-out benchmark of expert-reviewed documents, scored against the same kinds of metrics used to evaluate frontier AI models.
86.7%
Overall benchmark accuracy
Precision
How many flagged issues are real.
Recall (catch rate)
How many real issues it catches.
F1 score
Balance of precision and recall.
Expert agreement
How often it agrees with senior reviewers.
Benchmark figures reflect performance on a representative internal test set and vary by document type and complexity. MedLens output is AI-generated and is intended to assist, not replace, qualified human review, which remains required. Findings should be verified by a competent reviewer before any decision is made. Kredo Analytics accepts no liability for any loss, damage, or misinterpretation of data arising from use of the output.
Built to catch what manual review misses.
Six issue categories, three severity levels, every page — on every document you upload.
0
Issue categories
0
Severity levels
0
Input formats
0
%
Page coverage
Pay per document. Review at scale.
Simple per-document pricing for SaaS, with a volume discount as you grow. High-volume and self-hosted? Talk to us about Business and on-premise.
Starter
For teams getting started with automated review.
₹1,599
$16.99
£12.99
per document
Up to 500 documents / month · SaaS
Covers 5–8 pages per document
- PDF, PowerPoint, Word, and images
- All 6 issue categories
- High / Medium / Low severity grading
- Excel, PDF, or Word output
- Email support
Premium
For teams reviewing at higher volume.
₹1,299
$13.99
£10.99
per document
Save ~19% per document
Up to 1,000 documents / month · SaaS
Covers 5–8 pages per document
- Everything in Starter
- Up to 1,000 documents / month
- Editorial and Proofreading modes
- Reference cross-checking
- Priority support
Business and On-prem
For high volume, custom workflows, or self-hosting.
Custom
Custom
Custom
Unlimited volume · on-premise or private cloud
- Everything in Premium
- Unlimited documents
- On-premise / private-cloud deployment
- Trained on your SOPs, style guide and severity matrix
- Literature search (PubMed / Embase)
- DPDP and HIPAA support, DPA/BAA
- Dedicated success manager
Each document covers 5–8 pages, depending on complexity. Beyond that, additional pages are billed at ₹60$0.69£0.49 per additional page. You always see the page count before billing.
Questions, answered.
What file types and sizes can MedLens review?
PDF, PowerPoint, Word, and images (including screenshots and snippets), of any size. You can review the whole document or only specific pages or slides, and upload references as PDF, ZIP, or a folder.
What does MedLens actually check?
Content review (terminology and abbreviations), statistical and data integrity (such as percentages reported without an n), grammar and punctuation, formatting, style and branding, and cross-checks against your references. Each finding is graded High, Medium, or Low.
What are the review modes?
Three: Quality (the full compliance and quality check), Editorial (grammar, spacing, and your company style guide), and Proofreading (upload two versions and it highlights exactly what changed).
Can the review be tailored to our market and audience?
Yes. Before each review you set the country, whether the content is promotional or non-promotional, and the intended audience — patients, HCPs, doctors, conference attendees, or sales. The tone and checks adjust to match, and patient-facing material is held to simpler, plainer language.
Can MedLens find references for me?
If you do not have the references to hand, MedLens can search databases like PubMed and Embase using Boolean terms (AND, OR, NOT) and suggest relevant sources automatically.
What do I get back?
A page-by-page issue matrix listing the section, page, severity, the exact text flagged, the issue, and a suggested fix — delivered as Excel, PDF, or Word, with the comments incorporated into the file.
Can we run MedLens on our own servers?
Yes. MedLens is available as SaaS or as an on-premise or private-cloud deployment, so documents never leave your network. Talk to us about Business and on-prem options.
Is our data used to train AI models?
No. Your documents and references are used only to produce your review. MedLens is built DPDP- and HIPAA-ready, and Kredo Analytics can sign a DPA or BAA.
Does MedLens replace a human reviewer?
No — it does the first pass. MedLens catches the high-volume, easy-to-miss errors at scale so your medical reviewers and writers spend their time on judgement, not proofreading.
How is a document counted, and what about long documents?
Each document covers 5 to 8 pages depending on complexity. Beyond 8 pages, additional pages are billed at ₹60 (about $0.69 or £0.49) per page. You always see the page count before you are billed.
Can MedLens follow our own SOPs, style guide and severity levels?
Yes. MedLens can learn your SOPs, review checklists, brand and editorial guidelines, and your own risk and severity matrix, then review every document against your standard rather than a generic one. This is set up as part of Business and on-premise plans.
See MedLens on your own documents.
Book a 30-minute demo and watch MedLens review a document you actually care about.