Prospect research and outreach coordination portal

Reduce manual prospecting effort while keeping outreach accurate and coordinated. For sales teams and founders running outbound prospecting, convert permitted prospect sources, team knowledge, writing style and campaign rules into a reviewed outreach queue with approved messages and tracked follow-ups. The benefit is a testable hypothesis, measured through qualified replies per outreach hour and duplicate contacts per campaign; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect permitted prospect sources, team knowledge, writing style and campaign rules, then follow this sequence: 1. Compile prospect lists from permitted sources. 2. Score and enrich leads by industry alignment and contact completeness. 3. Generate personalized outreach messages per prospect. Resolve uncertain cases with qualified reviewers, approve a reviewed outreach queue with approved messages and tracked follow-ups, and measure qualified replies per outreach hour and duplicate contacts per campaign against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One approved sending domain and one connected mailbox; final message approval and send authorization remain human. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve prospect consent, source attribution, message accuracy and sending permissions. Buyers approve substantive message changes and send scope. One approved sending domain and one connected mailbox; final message approval and send authorization remain human. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One approved sending domain and one connected mailbox; final message approval and send authorization remain human. Implement one approved input format, a bounded representative prospect set and the first two task modules: compile prospect lists from permitted sources; score and enrich leads by industry alignment and contact completeness. Support the third module with operator review: generate personalized outreach messages per prospect. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Buyer-owned prospect lists, authorized CRM exports and permitted research sources. Gmail, Zapier, calendar and CRM destinations. Start with file exchange and validate destination specifications before promising direct sending. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Prospect research and list building, Campaign and message review, Team workspace and tracking. Use a table view for prospect lists, a central campaign canvas, and a right-hand panel for scoring, enrichment and comments. Let users compare message variants side by side. Display draft, changes requested and approved states. Provide a shared team view with duplicate flags anchored to the relevant prospect. Make the task-specific outcome a reviewed outreach queue with approved messages and tracked follow-ups visible beside its evidence, review state and value baseline.