Agent reviewing sourced company and decision-maker evidence

Evidence-led company discovery

Seamless AI prospecting your team can review

Turn an ICP brief into a sourced company and decision-maker shortlist while keeping identity conflicts, stale fields, exclusions, and unknowns visible for human judgment.

Open the install runbook
Identity resolvedRecency recordedProvenance retainedHuman approval required

Capability evidence

Four tasks, each with an inspectable output

Find companies

Input
ICP criteria, exclusions, geography, and event window.
Output
A shortlist with operating name, domain, location, and dated evidence.

Constraint: a funding or hiring event is context, not proof of buying intent.

Verify contacts

Input
Resolved company identity and target function.
Output
Candidate roles with verification state and unresolved fields.

Constraint: titles and employment status require review before use.

Prepare context

Input
Approved accounts and a specific business hypothesis.
Output
A brief separating public facts, inferences, and open questions.

Constraint: sensitive or irrelevant personalization is excluded.

Create outreach

Input
Reviewed evidence, suppression state, and regional policy.
Output
A draft for a named human approver, never an automatic send.

Constraint: delivery, replies, and fit are not guaranteed.

Auditable preview

Task, result, and evidence stay connected

SAMPLE

Prospect result

Company: Northstar Systems

Domain: northstar.example

Role hypothesis: Revenue Operations

Status: Review required

Data behavior ledger

Operational trust is a set of visible states

Data sources

Config-dependent. Record each connected provider, permitted use, source URL, and collection date.

API keys

Verified practice. Keep credentials in environment secrets with minimum scope, never in prompts or exports.

Runtime behavior

Inspect locally. Review network calls, permissions, retries, logs, and output destinations before production.

Retention & deletion

Config-dependent. Define access, correction, suppression, retention, and deletion for every destination.

Four-state runbook

Copy, run, configure, first result

  1. 1. Copy

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

    Success means the exact command is on your clipboard; nothing has been installed yet.

  2. 2. Run

    Execute it in a supported terminal. Inspect the package prompt, version, and completion output.

  3. 3. Configure

    Add provider credentials through a secret store and grant only the permissions the test requires.

  4. 4. First result

    Use known companies to verify identity, recency, provenance, exclusions, and unknown states.

Review questions

Installation, data, and outreach controls

Does copying the command install the skill?

No. Copying changes the clipboard. Installation begins only after you run the command and review its prompts.

Does a company event prove buying intent?

No. Funding, hiring, and leadership changes are dated context. A reviewer must decide whether they support the specific thesis.

Single source or waterfall enrichment?

A single source simplifies contracts and deletion. A waterfall may resolve more fields but adds cost, conflicts, and governance work. Test incremental decision value.

Can outreach run automatically?

Research and drafting may be assisted, but relevance, suppression, opt-out language, regional rules, and sending remain human-approved.