Verification operating model

Build an email-quality workflow your team can inspect

DeBounce separates discovery, verification, decision, and action. That separation helps RevOps and SDR leaders understand what a signal means, where it came from, and which uncertainty still requires judgment.

Email verification workflow inside an AI agent

Evidence-bearing capabilities

Candidate discovery

Start with a company, domain, and role rather than a blind list request. The agent can assemble possible business-email patterns, attach the public context that informed them, and keep the distinction between found and inferred addresses. A candidate remains unverified until subsequent checks are complete.

Syntax and domain inspection

Normalize casing and structure, identify malformed addresses, inspect domain resolution, and record mail-exchange availability. These checks remove obvious errors but cannot establish that a particular person controls a mailbox. DNS state also changes, so the retrieval time belongs with the result.

Mailbox-risk assessment

Provider-dependent checks may classify disposable domains, role accounts, catch-all behavior, or mailbox response. Rate limits, greylisting, anti-abuse systems, and privacy-preserving mail servers can create ambiguous responses. The correct state is review or unknown when evidence is not conclusive.

Human decision gate

Apply account fit, role relevance, suppression, consent basis, regional requirements, and channel policy before approving outreach. A technical verification result does not establish lawful use and does not guarantee inbox placement. The operator retains the decision and its audit trail.

A sample result that shows its work

SAMPLE

Candidate

[email protected]

Syntax
Pass
Domain
Mail exchange observed
Mailbox
Unknown—provider response inconclusive

Data and security ledger

Sources

Record the source used for company, role, and address evidence. Provider provenance is configuration-dependent.

API keys

Keep credentials in the agent runtime secret store, use least privilege, and rotate exposed keys.

Runtime

Package execution, logging, network calls, and local storage must be reviewed in the chosen environment.

Retention

Map results copied to files, CRM, engagement tools, logs, and provider systems; uninstall does not erase them automatically.

Test a labeled email sample in your agent

Copy the installer, review execution, and configure a low-privilege verification task.

npx -y @okki-global/okki-go-taroball