Good review
A balanced reviewer analyzes the communication and contact evidence. Ideal for fast triage and human confirmation.
AI-assisted lead qualification
LeadDecide makes AI an optional review layer—not an expensive black box. Agencies choose the review depth, billing method, and monthly cap for each client.
Two useful tiers
A balanced reviewer analyzes the communication and contact evidence. Ideal for fast triage and human confirmation.
Two different frontier providers review independently. Agreement is recorded; conflicts trigger a third, conflict-only judgment.
The agency can store encrypted provider keys and pay OpenAI and Anthropic directly.
Cost controls
Set a client-level monthly dollar cap. LeadDecide reserves the review cost before a managed request, records provider token usage, and pauses safely when the budget is exhausted.
Grounded reviews
The call, form, text, or chat supplies the intent evidence—not its campaign, source, or tracking label.
Confirmed human outcomes become balanced, source-independent examples for that client.
Provider failure, unresolved conflict, missing evidence, or an exhausted budget routes the lead back to human review.
AI questions
No. Good supplies one recommendation and is designed for human confirmation. Narrow automation, such as high-confidence spam, still requires deliberate guardrails and enough client feedback.
Independent reviews expose disagreement instead of hiding it inside one score. A conflict judge can then evaluate the two recommendations without simply averaging them.
LeadDecide records the tier, billing mode, provider, model, token categories, estimated provider cost, completed-review charge, latency, and decision result for accountability.
AI with a budget