Can the platform be set up and managed by AI instead of an ops team?
Yes. Every operation — offers, buyers, contracts, campaigns, caps, dispositions, reports — is available through a fully documented REST API, and a built-in AI assistant can operate the entire platform conversationally. Your whole build can be stood up and changed by an AI agent instead of days of manual clicking.
Related: AI Suite
Is there an AI assistant inside the platform?
Yes. A built-in AI assistant handles conversational setup and analysis in the admin. Say "set up a new offer" or paste a partner’s posting specs, and it extracts the fields, asks only about the gaps, and executes the configuration.
Related: AI Suite
Can the AI assistant actually create buyers, contracts, and campaigns, or does it only answer questions?
It takes real actions. The assistant sits in a panel on every admin page, reads your live data, and can operate the entire platform — creating and editing offers, buyers, contracts, campaigns and caps — after interviewing you for the details it is missing.
Related: AI Suite
Does the AI ever change anything without asking me first?
Writes are held behind an explicit approval step: the assistant shows you exactly what it is about to do, and a configuration change never runs until you approve it. Chat transcripts are stored with personal data redacted, so there is a reviewable trail of what the AI did.
Can the assistant tell me why a buyer stopped receiving leads?
Yes. It ships with nine packaged setup and diagnostic procedures — including routing diagnostics, lead investigation, and contract and balance checks — so you can ask why a buyer went quiet and get back the specific gate that is blocking them.
Can I talk to the assistant instead of typing?
Yes — voice in and voice out are both built in. The assistant can also navigate the admin for you, highlight the exact control it is describing, and run a guided walkthrough step by step.
Related: AI Suite
What happens when the assistant cannot finish what I asked?
You can escalate to a human from the same panel — a support ticket on standard plans, live in-panel chat on priority support — so you never lose the context or start over in a separate helpdesk.
Can I manage the platform from Claude Code or another MCP client?
Yes. We publish an open-source MCP server on public npm, so you can query core objects — leads, buyers, contracts, campaigns, offers, people, reports — and manage buyer and contract status, from Claude Code or any MCP client with a scoped API key. The admin includes a setup tab with copy-paste configuration.
Related: AI Suite
Do I need to bring my own AI API key, and how is AI usage billed?
No key needed — the AI runs on our platform credentials. Usage is metered against your credit balance at actual cost plus a small markup and itemized by session and by day, so you pay for what you actually run rather than a flat AI tier.
Can AI be switched off for my account?
Yes. AI is a per-account switch, so a tenant that would rather not use it can turn it off entirely and keep running the platform through the UI and API.
Can AI set up a new buyer from their posting spec?
Yes. Paste or point us at a buyer’s posting documentation and it is parsed into a ready delivery action — posting URL, authentication, field mapping, body template, and the response rules that decide accept, reject or duplicate.
Related: AI Suite
Does the platform monitor itself?
Automated anomaly detection watches routing and volume patterns and runs automated root-cause analysis — surfacing problems like a buyer silently rejecting or a source drying up before a human would notice them in a report.
How quickly would you spot a buyer that quietly started rejecting leads?
Anomaly scans run every 15 minutes across acceptance rate, delivery failures, volume, margin and invalid-field rate, measured against the same hour on your own prior days in your own timezone. Critical alerts arrive with a diagnosed likely cause, not just a number that moved.
Can I version a lead scoring model and test it before it goes live?
Yes. Scoring models are versioned with an explicit draft-to-live promotion step, and versions can be validated, exported and imported — so a scoring change is proven before it ever touches routing.
Can the platform forecast revenue or suggest where to change price and caps?
Both, automatically. A seven-day revenue forecast with upper and lower bounds is projected from your own history, and an optimization view ranks concrete suggestions — an under-margin contract to review, an under-used cap you can adjust in one click.
Can the platform call leads automatically after delivery?
Yes, through an optional AI voice dialer billed on usage. It works a configurable multi-attempt cadence, enforces 8am–9pm calling windows in the consumer’s own timezone, honors do-not-call lists and on-call opt-out requests, and transfers a qualified consumer live to the buyer.
Related: AI Suite
What does AI-native actually save?
Setup that takes days on legacy platforms becomes a conversation, and ongoing changes — new buyers, new sources, rule changes, reporting questions — are handled in minutes. That cuts both the implementation cost and the ongoing headcount needed to run the system.
Still have a question?
Pricing is a flat plan plus published usage rates, and a build is configuration rather than custom development. Start where it makes sense for you.