Move off Fin's per-resolution gamble to billing you can audit
Switch to an AI-native platform where only verified resolutions count — each with a receipt and a dispute button — and your inbox, agent and CRM live on one data model.
What gets in the way today
Per-resolution AI you can't verify
Fin bills per resolution, but you can't inspect the evidence behind each charge — so a confident-sounding bot reply that didn't actually help still shows up on the invoice.
Seats plus usage stack up unpredictably
AI activity swings month to month with no hard, mandatory cap, and no way to show which conversations the AI actually resolved.
Governance and audit are an afterthought
When finance or compliance asks 'what did the AI do and why did we pay for it,' you're left without per-charge evidence, a dispute path, or a tamper-evident audit trail.
A platform built for the way you actually work
Verified resolutions, with receipts
A separate confirmation check reads the customer’s own reply before it counts, and each verdict produces an evidence record you can open, inspect and dispute in one click.
Predictable spend with hard caps
Mandatory spend caps and threshold alerts on every plan mean AI billing can't quietly outrun your budget the way pure usage pricing can.
One platform, one governance plane
Omnichannel inbox, autonomous agent, copilot, RAG knowledge, CRM, workflows, and routing on one data model — with guardrails, full traces, and a hash-chained audit log.
Bring your conversations and context
Run Callario alongside Intercom and move one channel at a time, keeping Intercom read-only for history. Bulk data import is on the roadmap, not shipped — today we scope the move with you as a channel-by-channel project.
Why it holds up
- Channel-by-channel cutover — run alongside Intercom, no big-bang migration
- Counted only on a verified resolution — never on handoffs or silence
- LLM-judge verification plus an inspectable receipt behind every charge
- One-click dispute on any AI charge
- Mandatory spend caps and alerts on every plan
- Currently in supervised design-partner alpha — talk to us about migration scope
Explore related solutions
Move off Fin's per-resolution gamble to billing you can audit
See how Callario fits your team — with billing you can actually defend.
Supervised alpha · No credit card · You’ll never be billed for a handoff.