Outcome Packs · On-demand experts · Hiring

On-demand expert execution
for teams building with AI

Fixed-scope outcome packs and rapid expert support when AI teams can't afford delays.

Hiring, evaluation, quality, and human-in-the-loop work — without building internal ops.

Teams come to Kadlo when delivery is blocked

Hiring is slowing shipping

Critical roles take months—you need expert help now.

Model quality or evals aren't trusted

You need eval confidence before shipping.

Human review needed fast

Edge cases and HITL pipelines can't wait.

Building ops doesn't make sense yet

Managed execution is faster than hiring a team.

Three ways teams work with Kadlo

OUTCOME PACKS

Fixed-scope work

Quality, eval, cost, and safety packs. Ship results in 7–14 days.

≤48h kickoffFixed fee
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ON-DEMAND EXPERTS

On-demand experts

Routed specialists (domain + AI). 2–10 day chunks.

Vetted benchQA routed
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PERMANENT HIRING

Delivery-critical roles

10-day shortlist, rubric-driven. When a role needs to exist.

10 daysScorecards
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What teams get, regardless of how they engage

Measured delivery speed, quality, and control — across packs, experts, and hiring.

Inference cost
28%↓
One engagement · 10 days
Bedrock + router PRs merged
Win-rate
+14pts
One experiment · eval harness tuning
Before/after conformance · revert-ready
Hiring velocity
10days
to shortlist · Staff-level MLE role
Rubric-driven · acceptance on first offer
Kickoff speed
<48hours
All engagements
Brief → scope → execution

Start a job

We'll recommend a pack or assign talent and send a one-page plan within 24h

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