PX-GDE-03 · Governed AI · ServiceNow
Governing AI on ServiceNow in GxP workflows.
Every ServiceNow release expands native generative and agentic AI across the platform—creating immediate tension between IT teams eager to turn on productivity tools and Quality leaders accountable for GxP records. ProcessX by USDM Life Sciences resolves that tension with a scoped-application boundary, a per-workflow autonomy dial, human-only Part 11 sign-off, and five inspection-ready governance evidence records.
- DEFAULT OFFSafe starting pointAI in ProcessX is off out of the box and isolated in a scoped app apart from platform-wide ServiceNow AI
- PER WORKFLOWControlled dialUSDM configures AI one workflow at a time—promoted under validated change control only where your team approves intended use
- HUMAN BOUNDARYPeople always signConfigured AI drafts summaries/assessments and suggests routes with visible reasoning; it never approves, signs, or changes state
- EVIDENCEInspection-readyApplicability, autonomy guardrails, model/prompt change history, human overrides, and drift reviews live on ServiceNow records
Let IT adopt ServiceNow AI on the help desk without contaminating GxP workflows.
Enterprise IT organizations buy ServiceNow capabilities such as ticket summarization and virtual agents to cut routine support queues. Blocking all AI across the entire ServiceNow tenant penalizes the business—yet enabling platform-wide AI across tables that hold GxP changes, deviations, vendor qualifications, or complaints introduces unvalidated model behavior into regulated records.
ProcessX solves this structurally first, before any AI governance policy is written: regulated workflows live inside a validated, scoped ServiceNow application. Platform-wide AI turned on elsewhere on your instance stays outside that boundary, while AI inside ProcessX remains off until you deliberately qualify and enable a specific use case.
- 01 · OFFZero AI active inside the workflow: qualified staff author, route, review, and sign every step under Part 11 controlsOut-of-the-box default
- 02 · DRAFTConfigured per workflow: AI drafts impact assessments, investigation summaries, or gap notes from linked ServiceNow recordsHuman challenges & edits
- 03 · ROUTEConfigured per workflow: AI proposes classification and triage routing alongside explicit reasoning a reviewer can inspectHuman confirms or overrides
- 04 · PROHIBITEDAt every setting, AI is barred from approving, applying an electronic signature, or advancing a record’s regulated stateHard technical boundary
What regulators expect to see when AI touches a regulated process.
Recent FDA draft guidance on establishing AI credibility for regulatory decision-making, alongside EU Annex 11 and EU AI Act human-oversight principles, converges on one rule: compliance depends on documented context of use and verifiable human accountability, not vendor marketing claims.
Spreadsheet AI inventories fail at inspection because they sit disconnected from the runtime system, model version changes, and actual human override behavior. ProcessX turns AI governance into controlled ServiceNow records across five connected evidence categories.
1. Signed intended-use and GxP applicability record
Documents the exact workflow step AI supports, the regulated ServiceNow data it reads, the decision it informs, and a Part 11-signed GxP applicability and risk-tier determination before anything enters production.
2. Autonomy tiering and human-review gate specification
Locks in permitted assistive actions (drafting or routing), prohibited actions (state changes and approvals), required human-in-the-loop challenge steps, and CSA verification criteria.
3. Model, prompt, and release change control
Routes foundation-model updates, prompt revisions, RAG source changes, and vendor AI release upgrades through validated ServiceNow change control with linked regression evidence.
4. Operational human review and override capture
Preserves the qualified reviewer’s final edited assessment or confirmed/overridden triage decision and Part 11 signature on the operational record.
5. Scheduled performance, exception, and drift review
Runs recurring governance reviews tracking override rates, exceptions, and behavior drift—ending in a signed decision to maintain, narrow, re-verify, or retire the AI capability.
Example · GxP AI use-case governance record
An illustrative AI governance record on ServiceNow: an assistive deviation-triage model is scoped to draft/suggest only, linked to its qualified vendor record, and held for System Owner and Quality Part 11 signatures.
System Owner and Quality Part 11 signatures on approved scope
Inspection only. The example record and its signature state stay unchanged.Preparing your record graph for governed GxP agents.
Safe agentic assistance depends on clean, structured operational records first. Where ProcessX is headed next—PX Agents—applies the exact same non-negotiable rules to always-on background assistance: agents correlate signals, draft changes or deviations, and assemble evidence links on ServiceNow, while every agent is qualified and released like a validated change, every action lands in the immutable audit trail, and qualified people sign every regulated decision.
Organizations that put their IT, quality, vendor, and intake records onto ProcessX today build the governed data foundation required to turn on assistive AI—one workflow at a time—without re-architecting compliance later.
Guardrails enforced before any AI runs
- C1Scoped isolation separating regulated records from unvalidated platform AI
- C2Signed GxP applicability and CSA verification prior to production enablement
- C3Validated change control governing prompts, model versions, and data boundaries
- C4Technical prohibition preventing AI from signing or advancing regulated state
Audit records ready for inspection
- E1Live register of approved GxP AI use cases, owners, models, and boundaries
- E2Linked vendor qualification conditions for third-party or hosted models
- E3Regression test summaries tied to every model or prompt change request
- E4Signed periodic drift and human-override review outcomes
Questions teams ask during validation and inspection
Is AI turned on by default when we install ProcessX on ServiceNow?
No. AI in ProcessX is completely off out of the box, and regulated workflows sit inside a scoped application isolated from AI features enabled elsewhere on ServiceNow. USDM configures AI only for specific workflows your team selects, promoting each use case through validated change control.
Can AI approve a change, close a CAPA, or apply a 21 CFR Part 11 signature in ProcessX?
Never. At every configuration level, AI is restricted to drafting content (such as impact assessments or investigation summaries) or suggesting classifications and routes with visible reasoning. A qualified human must review, challenge, edit, and sign every regulated decision.
How does ProcessX handle foundation-model updates or prompt changes under GxP?
ProcessX GxP AI governance places model versions, prompt templates, and vendor AI release updates under controlled ServiceNow change management—requiring impact assessment, targeted CSA regression evidence, and Quality sign-off before changes reach regulated users.
Can we govern non-ServiceNow AI tools and internal models in the same register?
Yes. ProcessX GxP AI governance serves as a single ServiceNow front door for native ServiceNow AI, embedded third-party SaaS AI, and internal builds—recording context of use, autonomy tiering, linked vendor qualifications, and periodic drift reviews in one inspectable system.
Workflow products that enforce these controls
Pre-built starting points configured and validated on your ServiceNow instance by USDM engineers.
- GxP AI governanceAI use-case intake and GxP applicability, autonomy tiering and guardrail sign-off, model and prompt change control, and scheduled drift review.
- Compliant intakeCase management, complaint and vigilance triage, post-market intake, and human-reviewed AI routing.
- Regulated ITSMValidated change, GxP incident, CMDB/CSDM governance, and training-gated access and review — governed and evidenced.
Design your GxP AI boundary on ServiceNow.
Bring one workflow where AI drafting or triage would save real time—or an AI inventory outgrowing spreadsheets. We will map the scoped guardrails and inspection evidence.
or email processx@usdm.com