Production agent tooling
Runtime tools that finish the job.
LaLaLand exposes metered lookup, policy, and search interfaces for agent fleets. This first product surface is the operator console for entity.lookup — the high-ROI call agents make before they act.
Task success
98.7%
entity.lookup · 7d
p50 latency
142ms
warm path
Unit cost
$0.0042
resolved match
Interactive runner
Entity Lookup
POST/v1/tools/entity.lookup
Call mid-task when an agent needs ground truth before acting.
·Examples
Response
Run Entity Lookup to inspect a resolved record, confidence scores, provenance, and the agent hint returned with every successful call.
- Catalog p50
- 142ms
- Success
- 98.7%
- Unit cost
- $0.0042
Agent contract
POST /v1/tools/entity.lookup
{
"query": "Acme",
"entityType": "company",
"includeProvenance": true
}Machine-first response: structured fields, confidence, provenance, and an agent-facing hint. Human operators use this console for verification and cost control.
Why this workflow first
- Production fleets already make entity resolution calls; better data lifts task completion and cuts human fallback.
- Metered usage matches real work done — operators can see latency, success, and spend per call.
- Narrow excellence: ship one reliable tool deeply before expanding the surface.