Shape the standard for auditable AI support
Callario is in supervised alpha, so we don't have a wall of logos — we have a design-partner program. Partners run the platform with hands-on support and help define what provable, honest AI billing should be.
Why a program, not a logo wall
We're early, and we won't fabricate customers, quotes, or metrics to look established. That would betray the whole reason Callario exists — we show the receipt, we don't manufacture proof.
Instead of borrowed credibility, we offer something more valuable to the right team: a direct hand in shaping the product and the category. Design partners aren't a reference list. They're co-authors of the standard for auditable AI support.
If and when a partner consents to share a real, anonymized result, we'll present it plainly. Until then, the working product and our guarantees carry the case.
What design partners get
Supervised onboarding. We help you connect your channels and knowledge, tune the AI agent's guardrails and handoff behavior, and get to provable resolutions — with us close by, not behind a ticket queue.
Shadow billing from the start. You see exactly what you would be charged for — every verified resolution, with its receipt — without commercial risk while we prove the model together. Spend caps are on by default.
Direct access to the team. Your feedback goes straight to the people building the product, and it shapes the roadmap. Early partners influence what gets built next.
A seat in defining the standard. The billing definition, the receipt, the dispute flow, the governance controls — these get better because real teams pressure-test them.
How shadow billing works
For every conversation the AI handles, Callario produces the same artifact you'd get in production: a verdict on whether it actually resolved, the evidence behind that verdict, and the customer's confirmation — plus what the charge would be.
Handoffs, silence, and unresolved chats show up as $0, just as they would on a real invoice. You can inspect any item, replay the evidence, and flag a dispute.
The point is to let you verify the honesty of the model on your own traffic before any money changes hands. By the time billing is real, there are no surprises — only a record you've already audited.
Trust and governance, from day one
Partners run on the same trust foundation as the full platform: cited answers, always-on guardrails (PII redaction, jailbreak resistance, grounding), full agent-and-tool tracing, and a hash-chained audit log.
We support GDPR and EU data residency, and we do not train on your data. SOC 2 is in progress, and we'll tell you exactly where it stands rather than imply more.
Spend caps and alerts are mandatory, not optional — so even in alpha, the bill can never run away from you.
Who this is for
Support and CX leaders at scaling teams who are tired of opaque AI invoices and want billing they can defend to finance.
Teams that care about provable outcomes and auditability as much as deflection rate, and who want a say in how the category gets built.
Partners willing to work closely with an early team, give honest feedback, and help set a higher bar for what AI support should be held to.
If that's you, request early access and tell us about your support operation. We're onboarding a small, deliberate group.
Ready to put honest AI support to work?
Join the design-partner program and run AI support you can audit.
Supervised alpha · No credit card · You’ll never be billed for a handoff.