Investigations
Defensible deviation and CAPA investigations, drafted in a fraction of the time — root cause your auditors can stand behind.
Explore Investigations
The agentic AI platform for pharma quality & manufacturing
Configure AI agents for any pharma GMP workflow.
ReveonAI is the GMP-native platform where Quality and Manufacturing teams build and run human-in-the-loop AI agents for any use case — deviations, audits, batch review, SOPs, regulatory response — with an expert in control of every output.
One platform · any use case
Deployed with pharma manufacturers across the US, Europe & India
The work that keeps medicine compliant
is buried in documentation.
Deviations, CAPAs, audit responses, batch records, SOPs — the proof that you did it right takes longer to write than the work itself.
The false trade-off
Faster, or compliant.
Faster, or compliant.
You've been told to pick one.
It was never a real choice.
Speed and defensibility only feel opposed because the tooling forced them apart. ReveonAI is built so you stop choosing.
Built on one non-negotiable
AI does the heavy lifting.
AI does the heavy lifting.
Your experts make every call.
Generic AI automates and hopes. ReveonAI assists and defers — your one stop for AI across pharmaceutical operations, with agents configurable for any workflow and an expert in the loop on every output that touches a regulator.
AI assists
The machine reads, drafts, and flags
Trained on real GMP workflows, the platform does the tedious heavy work in minutes.
- Reads across batch records, SOPs, and deviation history
- Drafts investigations, responses, and gap assessments
- Flags inconsistencies and missing evidence
Expert leads
Your people review, decide, and own it
Nothing is released without a qualified human. The output is structured to be reviewed, challenged, and signed.
- Every draft is review-ready, traceable, and editable
- Human-in-the-loop by design — the approach regulators expect
- A proprietary data-minimization technique curbs hallucination
The platform
Four modules. Any workflow.
Start with the module where it hurts most — then configure agents for any other use case in your quality or manufacturing operation. Every agent is human-in-the-loop and audit-trailed by default.
Quality & Compliance
Continuous audit and inspection readiness, QMS gap insights, and evidence-linked 483/audit responses — drafted in hours, reviewed by your experts.
Explore Quality & ComplianceSOP Writer
Harmonize, simplify, and re-write SOPs at scale, with QMS gap assessment and document review that catch errors before auditors do.
Explore SOP WriterBatch Records
Review the exceptions, not every page. AI reads the full batch record and surfaces only what needs a human decision.
Explore Batch RecordsPlus expert GMP consulting and AI skilling — so adoption is safe, practical, and owned by your team. Explore consulting & skilling
By the job to be done
Start with the pain you feel first
One platform, but you don't have to adopt it all at once. Lead with the workflow that's hurting today.
For Quality / QA
Clear the deviation & CAPA backlog
Stop losing days to drafting reports. Get a strong, structured first draft with the right questions asked up front — so investigations close faster and read consistently, every time.
Deviation & CAPA solutionInvestigations · Workflow
Event intake & problem statement
AI-drafted root cause & CAPA logic
Expert review & challenge
Defensible, traceable closure
For Regulatory / Compliance
Be inspection-ready, continuously
Don't scramble before an audit. Continuously surface gaps against current expectations, run mock audits, and keep your evidence organized — so the inspector's questions are ones you've already answered.
Audit readiness solutionQuality & Compliance · Coverage
Continuous gap detection
Mock audit & readiness scoring
Data integrity (ALCOA+) checks
Evidence organized for the room
For Manufacturing / Ops
Release faster, right first time
Batch review is where releases stall. Let AI read the full record and surface only the exceptions, so reviewers spend their time on judgment — not on turning every page.
Batch release solutionBatch Records · Review by exception
Full batch record ingested
Exceptions & anomalies flagged
Reviewer decisions, captured
Faster, cleaner disposition
For Quality & Document Control
Tame the SOP & document set
Harmonize, simplify, and re-write procedures at scale, with QMS gap assessment built in. Catch document errors before they become audit observations.
SOP & document control solutionSOP Writer · Documents
QMS gap assessment
Simplification & re-write
Document review at machine speed
Consistent, controlled, current
For Regulatory Affairs
Write responses regulators respect
From observation to evidence-linked response — structured, complete, and traceable. The first draft that would have taken a week is ready for expert review the same day.
Regulatory response solutionQuality & Compliance · 483 / observation
Observation parsed & structured
Evidence linked to each commitment
Expert review & sign-off
Submission-ready response
How it works
Four steps. The human stays in control at every one.
1
Ingest
Securely bring in your batch records, SOPs, deviations, and history — no rip-and-replace of your QMS.
2
AI drafts & flags
The platform reads, structures a first draft, and flags gaps, risks, and inconsistencies.
3
Expert reviews
Your qualified people review, challenge, and edit. Nothing advances without a human decision.
4
Defensible output
A traceable, review-ready document your auditors — and your conscience — can stand behind.
Proof, not adjectives
The work of a bigger team — without adding headcount
Outcomes from real pharma deployments. We frame capability honestly and never invent a number.
60–70%
Time saved on target workflows*
3 regions
Deployed across US, Europe & India
100%
Human-reviewed before release
30+ yrs
Combined GMP operating experience behind the product
*Time savings of 60–70% observed on targeted workflows, depending on adoption and process fit, validated in proof-of-concept. Customer outcomes shown anonymized where required by agreement.
"Reports that used to sit open for weeks now close out fast — and they read consistently, every time."
Grounded in regulated-industry reality
Published in ISPE Pharmaceutical Engineering & the PDA Letter
Featured at VivaTech 2026 · Paris
Ex-FDA & senior GMP advisory panel
Proprietary data-minimization technique
Security & compliance
Built for the people who will scrutinize it
IT, QA, and Regulatory gatekeepers do their diligence before you ever book a demo. Here's what they'll find.
Audit trail & traceability
Every AI suggestion and human decision is logged, attributable, and reviewable.
Your data stays yours
Your documents are never used to train shared models. Flexible deployment, data residency, and a proprietary data-minimization approach by design.
Validation-ready
Designed to fit CSV/CSA expectations and integrate with your existing QMS — not replace it.
Responsible AI
Human-in-the-loop on every output, with guardrails that curb hallucination.
The money story
Don't add headcount.
Don't add headcount.
Add leverage.
Two more QA analysts give you more hands. ReveonAI gives your whole team better leverage — a scalable quality operating model instead of cost that climbs with every spike in workload.
60–70%
of the time spent on a target workflow, handed back to your experts*
Manual todayWith ReveonAI
*Depending on adoption and process fit, validated in proof-of-concept.
Why operators built this
Built by people who've been in the room
ReveonAI isn't generic AI pointed at pharma. Its co-founders built it after decades operating in regulated manufacturing — running sites, leading 483 responses, and driving quality transformation. They know the consequence of a weak root cause or an unjustified CAPA.
"Pharma-native AI, built by people who have lived GMP — not just learned it."
Run regulated sitesLed pharma manufacturing & quality operations across US / EU / India facilities.
Led 483 & Warning Letter remediation483 responses, CAPA execution, and data-integrity remediation — done, not theorized.
Backed by an expert panelSenior quality, validation, GMP, and ex-FDA expertise grounding every product.
Published in the industry's own journals
Published where your QA team already reads
ReveonAI's approach to AI in GMP, in ISPE Pharmaceutical Engineering and the PDA Letter — published contributions, written by the people who built the platform.
ISPE Pharmaceutical Engineering · 2026
Integrating AI into Inspection Readiness and Regulatory Response Development
Read on ispe.org
PDA Letter · 2026
Harnessing AI to Strengthen Audit Readiness in Pharmaceutical Manufacturing
Read on pda.org
The questions QA & IT ask first
Straight answers, before you book a demo
The objections we hear in every serious conversation — answered plainly. More detail lives on the Trust & Security page.
Can your AI hallucinate and produce a wrong investigation or root cause?
No output is released by the AI alone — a qualified human reviews, edits, and signs every result, so a person is always accountable for what's used. To reduce the risk at the source, we use a proprietary data-minimization technique that constrains the model to your provided evidence rather than open-ended generation, and every claim is traceable back to its source. The AI produces a structured first draft; your expert makes the call.
Is our data used to train your models?
No. Your documents and data are never used to train shared or third-party models. We operate on a data-minimization principle, support flexible deployment and data-residency options, and can align retention and access controls to your policies. Details and configuration options are on the Trust & Security page.
How does this fit our validation (CSV/CSA) and 21 CFR Part 11 obligations?
ReveonAI is designed to fit a risk-based CSV/CSA approach. Every AI suggestion and human action is captured in an attributable, time-stamped audit trail, outputs are reviewable and traceable, and we provide documentation to support your IQ/OQ/PQ and validation effort. The human-in-the-loop design keeps a qualified reviewer accountable for each record.
Does it integrate with our existing QMS?
Yes — ReveonAI is built to work alongside your existing QMS, not replace it. There's no rip-and-replace: you bring in the documents and history a workflow needs, and the reviewed output flows back into your system of record. Integration scope is agreed per deployment.
How do we start — and what does it cost?
Most teams start with a focused, time-boxed pilot on a real workflow — for example, your recent deviations — so you can measure the impact on your own data before any broader commitment. Pricing is scoped to the workflows and scale you need. Talk to us and we'll propose a pilot.
What can ReveonAI not do today?
We're honest about boundaries: our agents are configured to your workflows rather than fully plug-and-play on day one, and some integrations are scoped per engagement. We'd rather set expectations correctly in a pilot than oversell — that's the fastest path to a deployment your QA and IT teams will actually approve.
Move faster. Work smarter. Stay compliant.
See it on your own workflow
Bring a real deviation, a recent observation, or a batch record. We'll show you defensible output — with your expert in control the whole way.
Prefer email? Every message lands with a person — a co-founder reads it, not a queue.