Industries
Consequential work, by industry.
The agents worth governing are the ones with real access doing real work. Here is what teams verify in Veryl, industry by industry, and the control that makes each one safe.
Pharma & pharmacy benefits
Where a missed report is a federal problem.
Adverse events carry reporting clocks. Formularies change monthly. Member data is PHI. This is the industry where "the agent guessed" is not an acceptable incident report.
Pharmacovigilance case triage
The agent reads inbound reports from call notes, emails, and forms, classifies severity, and routes cases to the safety team. Verification tests the one thing that matters: on a held-out set of cases, it must never bury a reportable event, and it must escalate when unsure. Every classification lands in the audit log, and nothing goes to a regulator without a human sign-off.
Prior authorization navigation
The agent walks a request against the actual formulary and policy documents, which live in Veryl Canon, and cites the rule it applied by version. When the formulary updates, the agent's next version re-verifies against the new documents before it answers anyone. No stale-formulary answers, by construction.
Member and provider inquiries
A benefits-inquiry agent answers coverage questions grounded only in approved plan documents. It abstains rather than guesses, and it works inside a Room scoped to plan data with no path to claims history it does not need. If an answer pattern looks wrong, quarantine pulls it off phone, chat, and email at once.
RUNS ON: VERYL AGENT REGISTRY · VERYL CANON FOR FORMULARY AND POLICY GROUNDING
Healthcare
PHI stays exactly where it belongs.
The question is never whether AI could help with the paperwork. It is whether you can prove, touch by touch, what it saw and what it did.
Claims intake and review support
The agent extracts, codes, and organizes incoming claims inside a Room scoped to claims data and nothing else. Access is least privilege by default, every read of PHI is in the append-only audit log, and consequential outcomes such as denials always route through a person.
Referral triage
The agent reads referral documents, extracts what the scheduling team needs, and routes by specialty and urgency. It does not diagnose and it does not decide; verification checks that it abstains and escalates on anything ambiguous. Staff see its work attributed, next to their own.
Patient scheduling
A scheduling agent that can see calendars but never charts. Scoped access is set per agent, not per system, so giving it a calendar does not give it a medical record. Patients reach it by phone or SMS; every conversation is on the record.
RUNS ON: VERYL AGENT REGISTRY · SCOPED ROOMS · PHONE AND SMS SURFACES
Financial services
Built for the examiner's first question.
"Show me how this decision was made." With Veryl the answer is a record, not a reconstruction: which agent version, which rule, which human approved it, at what time.
KYC and sanctions screening
The screening agent's checks are versioned like software. When a list or a rule changes, the next version re-verifies before it screens anyone, and the audit log ties every decision to the exact version that made it. Examiners get lineage, not a shrug.
Suitability review
Before a recommendation reaches a customer, the agent checks it against the firm's suitability rules and must cite the rule it applied. Anything it cannot match cleanly goes to a human reviewer. The verified behavior is the compliance manual, executed the same way every time.
Complaint triage
The agent reads inbound complaints, flags the reportable ones, and routes them with deadlines attached. Verification tests that reportable complaints are never misfiled as routine. The append-only record shows regulators a process, not a promise.
RUNS ON: VERYL AGENT REGISTRY · VERYL CANON FOR POLICY GROUNDING · AUDIT-GRADE EXPORT
Legal
Privilege is a boundary, not a policy.
Legal teams adopt AI fast and quietly. The firms that win with it will be the ones that can show a defensible process for every document an agent touched.
Contract and NDA review
The agent redlines against the firm's playbook, which lives in Veryl Canon and is versioned like everything else. It flags what it cannot judge instead of improvising, because verification scores abstention as a passing grade. Attorneys see suggested edits with the playbook rule cited beside each one.
Discovery classification
The agent classifies documents for responsiveness and privilege inside a Room scoped to the matter. Every call it makes is in the append-only record, which is what makes the process defensible when opposing counsel asks. Human reviewers sample and override; the agent's error rate is measured, not assumed.
Intake and conflicts checking
A conflicts agent checks new matters against the firm's history with access scoped to the conflicts database alone. It sees names and matters, not documents. Results are attributed and logged, and a person clears every hit before an engagement opens.
RUNS ON: VERYL AGENT REGISTRY · MATTER-SCOPED ROOMS · VERYL CANON FOR PLAYBOOKS
Engineering & construction
Grounded in the spec, or it does not ship.
Margins die by a thousand unpriced changes and missed requirements. An agent helps only if its answers trace to the actual documents of record.
Change-order estimating
The agent drafts change-order estimates grounded in the project's actual spec and drawings, held in Veryl Canon, and cites the section it priced from. When the spec revises, the agent re-verifies against the new documents before it estimates again. Estimators approve; the agent drafts.
Submittal and compliance checking
The agent checks submittals against specification requirements and cites the exact requirement for every flag it raises. What it cannot verify it marks as unverified rather than passing it through. The log of what was checked, against what, becomes part of the project record.
RFI drafting and routing
Project engineers build their own RFI intake app in Veryl Studio, without writing code, and it inherits the rules already set in Veryl Agent Registry: which documents the agent may read, who approves before an RFI goes out, and where every action is recorded.
RUNS ON: VERYL AGENT REGISTRY · VERYL CANON FOR SPECS · VERYL STUDIO FOR TEAM-BUILT APPS
Public sector
The public gets the rule, not a guess.
A government agent that guesses becomes a headline and a hearing. We documented exactly how that goes on the problem page. Here is the version where it goes right.
Benefits and licensing guidance
The agent answers residents' questions by citing the actual statute, rule, or program document, and says "I do not know" when it cannot. Verification scores it against a held-out set of legal questions for groundedness and calibrated abstention before the public can reach it, and every new rule change means re-verification.
Records request triage
The agent sorts and routes public-records requests, drafts responsive-document lists, and applies redaction suggestions with personal information detected automatically. A records officer approves every release. The append-only log answers the accountability question before it is asked.
Constituent services
A 311-style agent answers from approved program documents in Veryl Canon, routes what it cannot answer to the right department, and works on phone, SMS, and email with every conversation attributed. If an answer pattern goes wrong, quarantine takes it off every channel in one click.
RUNS ON: VERYL AGENT REGISTRY · VERYL CANON FOR PROGRAM DOCUMENTS · PHONE, SMS, AND EMAIL SURFACES
Bring the use case. We will verify it with you.
Veryl Agent Registry opens to beta users in September 2026. Tell us your industry on the waitlist and your invite comes with a use case mapped.