Designed for platform partners · Activated via pilot

For Platforms — add an Expert Tier in 2 weeks

Route low-confidence or regulated cases to Kadlo. We handle expert execution, QA, and liability — you keep the UI, customers, and billing.

Start a partner pilot Talk to us →

When platforms add an expert tier

Automated evals flag low-confidence cases

Regulated or high-risk outputs require human review

Customers demand auditability and explanations

Bursty workloads make internal ops impractical

What Kadlo adds to your platform

Expert execution

•Vetted specialists routed by domain and risk
•No open marketplace or bidding
•QA-gated delivery under SLAs

Artifacts, not opinions

•Labels + rationales
•Test cases
•PR links or conformance records

Operational cover

•SLA ownership
•QA and defect handling
•Clear audit trail

How platforms integrate

Platforms escalate cases to Kadlo via API or secure workflow. Kadlo routes work internally and returns structured artifacts.

You control:

•UI
•pricing
•customer relationship

Kadlo stays invisible.

Example

POST /v1/escalations
{
  "job_type": "review",
  "payload_uri": "s3://bucket/cases.jsonl",
  "policy_id": "gdpr_eu_v1",
  "sla": { "tat_hours": 72 },
  "callback_url": "https://tool.dev/callback"
}

Returned artifacts: Labels + rationales (JSONL), test cases, PR links / audit record

Supported expert SKUs

•
Review — edge-case labeling, consensus, rationales
•
Red-team — adversarial generation, failure taxonomy
•
Conformance — audit sign-off, GDPR / AU mappings

Security & SLAs

•Kickoff <48h
•On-time ≥95%
•Reopen rate ≤2%

•Data minimization; retention 0–30 days
•Experts operate inside Kadlo environments
•Full audit trail on every job

See /security for full details.

Commercial models

Wholesale

You resell Kadlo SKUs. Transparent rate card by complexity band.

Credits

$15k / $30k credit blocks. Burn by SKU; volume tiers available.

Rev-share

20–30% of Expert Tier revenue. You own billing.

Why platforms add an expert tier

•Enterprise-grade trust overnight
•Bursty capacity without headcount
•Exportable audit trail
•No UX or brand disruption

Co-marketing playbook

•Joint teardown: "Edge cases your eval misses (and how experts fix them)"
•Docs page: "Escalate to experts"
•30-min webinar with redacted live job

Start a platform pilot

Tell us your use case. We'll spin up a sandbox, API keys or workflow, and pricing options.