Questions Regulated Teams Ask First
Straight answers about ValDoc.AI, validation document generation, digital execution, AI data use, compliance support, pricing, and rollout.What Teams Should Know
A practical first-pass guide for validation, quality, and operations teams evaluating ValDoc.Platform Basics
What ValDoc is, who it serves, and where it fits.ValDoc.AI is a GMP-focused validation platform for generating, reviewing, approving, executing, and compiling validation records. It helps teams replace fragmented authoring, review, execution, and closeout work with a more controlled validation workflow.
ValDoc is built for quality, validation, engineering, and operations teams working in regulated life sciences environments. It is especially useful for teams managing repeated validation work across equipment portfolios, sites, and review groups.
ValDoc currently focuses on user requirements, risk assessments, IOQ protocols, SOPs, execution records, exceptional conditions, signatures, supporting evidence, and compiled validation records.
Equipment qualification is the current center of gravity, but ValDoc is designed around the broader need for controlled validation records, governed review, execution visibility, and traceable closeout.
Yes. ValDoc manages equipment families, models, subunits, specifications, manuals, and related validation context so generated documents and execution records are tied back to the equipment source of truth.
What is ValDoc.AI?
ValDoc.AI is a GMP-focused validation platform for generating, reviewing, approving, executing, and compiling validation records. It helps teams replace fragmented authoring, review, execution, and closeout work with a more controlled validation workflow.
Who is ValDoc built for?
ValDoc is built for quality, validation, engineering, and operations teams working in regulated life sciences environments. It is especially useful for teams managing repeated validation work across equipment portfolios, sites, and review groups.
What validation records does ValDoc support?
ValDoc currently focuses on user requirements, risk assessments, IOQ protocols, SOPs, execution records, exceptional conditions, signatures, supporting evidence, and compiled validation records.
Is ValDoc only for equipment qualification?
Equipment qualification is the current center of gravity, but ValDoc is designed around the broader need for controlled validation records, governed review, execution visibility, and traceable closeout.
Does ValDoc manage equipment records too?
Yes. ValDoc manages equipment families, models, subunits, specifications, manuals, and related validation context so generated documents and execution records are tied back to the equipment source of truth.
From Draft to Closeout
How records move from draft to approval, execution, and closeout.Teams bring their validation context into ValDoc, generate controlled drafts, review and approve records, execute approved work, resolve exceptional conditions when needed, and compile the final record.
Yes. AI drafts; Subject Matter Experts (SMEs) review, edit, approve, and execute. Generated content is treated as draft material until your team has reviewed it through the controlled workflow.
An approved IOQ can move into digital execution. Teams can complete execution activities, capture required signatures and evidence, track status, and submit the executed record for review.
When execution results require follow-up, ValDoc keeps exceptional conditions connected to the validation record and supports a governed path from documentation through review and closeout.
Yes. ValDoc supports PM and calibration plans, subunit assignments, due-state queues, evidence attachments, vendor context, snoozing or pausing, follow-up states, and password-verified event finalization.
How does the validation workflow work?
Teams bring their validation context into ValDoc, generate controlled drafts, review and approve records, execute approved work, resolve exceptional conditions when needed, and compile the final record.
Can teams review and edit generated documents?
Yes. AI drafts; Subject Matter Experts (SMEs) review, edit, approve, and execute. Generated content is treated as draft material until your team has reviewed it through the controlled workflow.
What happens after an IOQ protocol is approved?
An approved IOQ can move into digital execution. Teams can complete execution activities, capture required signatures and evidence, track status, and submit the executed record for review.
How are exceptional conditions handled?
When execution results require follow-up, ValDoc keeps exceptional conditions connected to the validation record and supports a governed path from documentation through review and closeout.
Can ValDoc track PM and calibration work?
Yes. ValDoc supports PM and calibration plans, subunit assignments, due-state queues, evidence attachments, vendor context, snoozing or pausing, follow-up states, and password-verified event finalization.
AI, Data, and SME Review
How AI is used, reviewed, and kept separate from model training.ValDoc uses AI to accelerate drafting and extraction work for validation teams. The goal is to reduce manual authoring effort while keeping review, approval, and execution decisions under SME review and approval.
AI supports parts of the drafting and extraction experience, but important compliance decisions stay under SME review and approval. Your team decides what is accepted, edited, approved, executed, and finalized.
No. Customer equipment specs, documents, validation records, and workflow data are not used to train AI models. Your validation data stays scoped to your organization.
ValDoc is built for controlled validation workflows rather than open-ended chatbot-style output. AI-assisted drafts are reviewed by SMEs before they become approved or executed records.
Yes. AI extraction suggestions can include source evidence, page references, support labels, and reviewer decisions so teams can inspect and accept or reject suggested specification values.
ValDoc can compare generated draft content against reviewed final content and track edit distance by section. This helps the team evaluate generation quality without treating AI output as automatically accepted.
How does ValDoc use AI?
ValDoc uses AI to accelerate drafting and extraction work for validation teams. The goal is to reduce manual authoring effort while keeping review, approval, and execution decisions under SME review and approval.
Is AI required to use ValDoc?
AI supports parts of the drafting and extraction experience, but important compliance decisions stay under SME review and approval. Your team decides what is accepted, edited, approved, executed, and finalized.
Is customer data used to train AI models?
No. Customer equipment specs, documents, validation records, and workflow data are not used to train AI models. Your validation data stays scoped to your organization.
How does ValDoc reduce hallucination risk?
ValDoc is built for controlled validation workflows rather than open-ended chatbot-style output. AI-assisted drafts are reviewed by SMEs before they become approved or executed records.
Can teams inspect where extracted equipment data came from?
Yes. AI extraction suggestions can include source evidence, page references, support labels, and reviewer decisions so teams can inspect and accept or reject suggested specification values.
Does ValDoc measure generation accuracy?
ValDoc can compare generated draft content against reviewed final content and track edit distance by section. This helps the team evaluate generation quality without treating AI output as automatically accepted.
Compliance Support
How ValDoc supports governed work without replacing your quality system.ValDoc is designed to support Part 11 workflows, including controlled records, attributable actions, signatures where implemented, and audit history. Whether a system is compliant depends on intended use, configuration, procedures, training, and the customer's quality system.
Yes. ValDoc tracks governed actions across the validation workflow so teams can understand who did what, when it happened, and which record was affected.
ValDoc is built to help teams maintain traceable validation records with controlled revisions, approvals, execution history, exceptional conditions, signatures, supporting evidence, and compiled outputs.
ValDoc uses content hashes, stale approval detection, finalized revision immutability, password-verified signatures where implemented, and exportable audit events to support governed review workflows.
No. ValDoc supports validation record workflows, but it does not replace your quality system, procedures, training program, supplier qualification, or internal risk-based decisions.
Is ValDoc 21 CFR Part 11 compliant?
ValDoc is designed to support Part 11 workflows, including controlled records, attributable actions, signatures where implemented, and audit history. Whether a system is compliant depends on intended use, configuration, procedures, training, and the customer's quality system.
Does ValDoc maintain an audit trail?
Yes. ValDoc tracks governed actions across the validation workflow so teams can understand who did what, when it happened, and which record was affected.
Can ValDoc support inspection-ready records?
ValDoc is built to help teams maintain traceable validation records with controlled revisions, approvals, execution history, exceptional conditions, signatures, supporting evidence, and compiled outputs.
How does ValDoc guard review and approval integrity?
ValDoc uses content hashes, stale approval detection, finalized revision immutability, password-verified signatures where implemented, and exportable audit events to support governed review workflows.
Does ValDoc replace my quality system?
No. ValDoc supports validation record workflows, but it does not replace your quality system, procedures, training program, supplier qualification, or internal risk-based decisions.
Pricing and Rollout
How teams evaluate, scope, and start using ValDoc.ValDoc uses demo-led, sales-assisted pricing because validation scope varies by equipment portfolio, team size, rollout needs, and support expectations. Every plan is centered on the core validation workflow rather than a maze of add-on modules.
Yes. The best way to evaluate ValDoc is to walk through your workflow with our team and see how generation, review, approval, execution, and closeout fit your validation process.
Implementation depends on scope, source materials, team structure, and governance requirements. Early rollouts usually focus on a defined equipment family or validation workflow before expanding across a larger portfolio.
ValDoc is built around a structured validation workflow, and rollout discussions can cover how your procedures, approval expectations, equipment families, and execution practices fit the platform.
How is ValDoc priced?
ValDoc uses demo-led, sales-assisted pricing because validation scope varies by equipment portfolio, team size, rollout needs, and support expectations. Every plan is centered on the core validation workflow rather than a maze of add-on modules.
Do you offer demos?
Yes. The best way to evaluate ValDoc is to walk through your workflow with our team and see how generation, review, approval, execution, and closeout fit your validation process.
How long does implementation take?
Implementation depends on scope, source materials, team structure, and governance requirements. Early rollouts usually focus on a defined equipment family or validation workflow before expanding across a larger portfolio.
Can ValDoc support custom workflows?
ValDoc is built around a structured validation workflow, and rollout discussions can cover how your procedures, approval expectations, equipment families, and execution practices fit the platform.