What it is
A record outlives the tool that wrote it, and every later reader treats it as settled. A write gate puts a named person between any draft and the permanent file. The system may still draft the entry, but only a person can file it.
What it pushes on in the Lab
In the Lab, this lever closes the pathway by which the automated system writes directly into records. It also weakens the pathway by which people write failures they adopted into records.
In the modes that offer aiming, you can aim this lever at particular parts and pathways of a network. Otherwise it applies to the whole network.
Its pattern in the Practice Library
The Practice Library describes the pattern behind this lever:Human-in-the-loop write gating
The pressures it answers
These pressures list this lever among the levers that answer them:
A lever answers a pressure when it pushes the other way on something the pressure pushes on.
Where you can pull it
Networks in the Lab that offer this lever:118
- A commercial code assistant across three enterprises
- Accelerated Safety Analysis Protocol (ASAP Tool)
- Air Canada chatbot
- Amazon Flex driver standing and deactivation
- Amazon fulfillment-centre algorithmic management
- Amazon fulfillment-centre productivity discipline
- Ambient scribe RCT + monitoring playbook
- Amsterdam Smart Check
Every network that offers it
- An ambient AI scribe at a multi-specialty health system
- Aon's three-instrument pre-hire assessment suite
- Apple Card underwriting
- Automated visual inspection of injectable drugs
- BAMF dialect recognition
- Benefits Data Trust wind-down
- Burokratt
- Caddy adviser copilot at Citizens Advice
- Calgary Drop-In Centre
- CDTFA Axyom Assist
- CHAI (chronic-homelessness prediction)
- Checkr's automated background-check platform
- Cigna's PxDx post-service claim review
- Citi Retail Services Judgmental Review
- Cleveland State remote proctoring
- CNET AI-drafted articles
- Colorado Family Safety and Risk Assessments
- Community Notes on X, formerly Birdwatch on Twitter
- CORA, the DC CFSA policy assistant
- Cost-Proxy Care Stratification
- Credit Acceptance's net-collections Score, inside CAPS
- Crisis Text Line & Loris.ai
- Dave ExtraCash (CashAI)
- DWP Whitemail Insights and Vulnerability Scanner
- Earnest AI underwriting
- Eckerd Rapid Safety Feedback
- EDD Virtual Assistant
- Enova's CashNetUSA and NetCredit loan servicing
- Equifax's Online Model Server
- EviCore by Evernorth prior-authorization screening
- Family-Match (Adoption-Share)
- Forsakringskassan VAB fraud-selection profile (Sweden)
- Fraud false positives that froze real accounts
- Frida (NAV Norway)
- Gated coding-assistant rollout at a regulated bank
- GDS Microsoft 365 Copilot cross-government experiment
- GetCalFresh
- GitHub Copilot at ZoomInfo
- Gladsaxe model
- Google ML code completion
- Google's child-safety detection and account enforcement
- GOV.UK Chat
- HireVue's video interview and assessment platform
- Home Office IPIC
- Homebase Risk Assessment Questionnaire
- Illinois DCFS Augintel
- Indiana / IBM eligibility modernization
- INSS automated benefit analysis
- Intuit's recorded video assessment for promotion
- IRS collection chatbots
- iTutorGroup Tutor Application Screen
- Justice Transcribe
- Kaiser Permanente ambient AI scribe
- LA's coordinated-entry triage revision
- Learned Hand AI clerk pilot (LA and Riverside courts)
- London's Strategic Insights Tool
- LyssnCrisis counselor QA at ProtoCall Services (988)
- M-Shwari & Kenya's Digital Credit Market
- Magic Notes (Beam)
- Massachusetts DTA call summaries
- McHire, McDonald's franchise hiring platform
- Medicaid unwinding ex-parte renewals
- Meta's cross-check secondary review programme
- Michigan MiDAS
- Minute / Local Transcribe
- NarxCare
- Nava assistive benefits chatbot
- Netherlands childcare-benefits scandal (Toeslagenaffaire)
- Nevada DETR generative-AI unemployment appeals
- nH Predict Utilization Review
- NJ AI Assistant
- ODMAP overdose spike alerts
- Oportun Financial Corporation's legal-collections pipeline
- OPTN eGFR Waiting-Time Correction
- Oxevision camera monitoring on NHS mental health wards
- Practice Fusion Pain CDS
- Predict-Align-Prevent
- Propel in-app SNAP benefits assistant
- pymetrics Soft Skills Platform cooperative audit
- REACH VET
- RealPage revenue management
- Robodebt (Australia)
- Robodebt (Australia)
- SafeRent Tenant Screening Score
- San Jose's camera car
- Santa Clara County Homelessness Prevention System
- Santander Consumer USA's loss forecasting score
- Singapore's chatbot fleet refresh
- Sirius XM Radio's iCIMS-based applicant screening
- Sports Illustrated AI bylines
- SSA Insight
- StopNCII & Take It Down
- Tennessee TennCare TEDS
- The Digit automated-savings tool, or Oportun Set & Save
- The GIFCT hash-sharing database and member matching system
- The same AI running hands off: the agentic office
- TikTok's EU and UK content-moderation operation
- TransUnion OFAC Name Screen
- Trelleborg's Welfare Robot
- UK Home Office asylum AI copilots
- United Behavioral Health's Level of Care Guidelines
- UPS delivery route optimization
- US Birth Match
- VA claims automation (automated survivor-benefit decisions)
- Vanderbilt VSAIL suicide-risk alert
- VI-SPDAT
- Wikipedia's edit-scoring service (ORES, now Lift Wing)
- Workforce Australia Targeted Compliance Framework
- X Multilingual Hate-Speech Enforcement
- YouTube's Content ID copyright matching system
The evidence behind its effects
The Lab cites no claim from the evidence registry for this lever's effects. The Lab's authors set the direction and size of each effect.