Integrate KLA Digital in Minutes
Instrument AI traffic as OpenTelemetry traces, run governed executions, and export audit evidence automatically. Built for regulated teams shipping agents fast.
SDK-first telemetry
Drop-in Node and Python OpenTelemetry SDKs with GenAI semantics.
Execution API
Start runs, stream progress, and handle human approvals.
Evidence export
Produce Annex IV and SOC 2-ready bundles from live traces.
Quickstart
From zero instrumentation to governed execution and evidence export.
1. Install a telemetry SDK
Use our OpenTelemetry SDKs to emit GenAI spans automatically. Pick your runtime:
# Node.js pnpm add @kla-digital/otel-node # Python pip install kla-otel-python
The SDK auto-discovers common frameworks (Express, FastAPI, LangChain, OpenAI).
2. Point OTLP to KLA
Configure your OTLP exporter to send traces to your tenant’s collector. You’ll get the endpoint and API token in the Console.
OTEL_SERVICE_NAME=claims-service OTEL_EXPORTER_OTLP_ENDPOINT=https://<your-collector-endpoint> KLA_TENANT_ID=<your-tenant-id> KLA_PII_MASK=true
Set `KLA_PII_MASK` to avoid sensitive values in traces by default.
3. Register an agent
Agents are declared as manifests. Create one via the Execution API:
curl -X POST https://api.kla.local/execution/v1/agents \
-H "Authorization: Bearer $KLA_TOKEN" \
-H "x-tenant-id: $KLA_TENANT_ID" \
-H "Content-Type: application/json" \
-d '{
"name": "claims-bot",
"description": "Triages inbound claims with human gates",
"model": "gpt-4o-mini",
"temperature": 0.2,
"tools": ["search_claims_db"]
}'The response includes a stable `agentId` and immutable `manifestHash`.
4. Start an execution
Executions are durable workflows with budgets and policy checks.
curl -X POST https://api.kla.local/execution/v1/executions \
-H "Authorization: Bearer $KLA_TOKEN" \
-H "Content-Type: application/json" \
-d '{
"agentId": "<agentId from step 3>",
"input": { "prompt": "Summarise today\u0027s high-risk claims." },
"budgets": { "maxSteps": 50, "maxTokens": 20000, "maxCostUsd": 5 },
"flags": { "euOnly": true }
}'Stream progress over WebSocket at `wss://api.kla.local/execution/ws`.
5. Export evidence (Annex IV, SOC 2)
The CLI pulls tamper-proof audit logs and generates signed bundles ready for regulators and auditors.
# Last 30 days as PDF kla export evidence --tenant $KLA_TENANT_ID --days 30 --format pdf # Filter by framework or controls kla export evidence --tenant $KLA_TENANT_ID --frameworks "SOC 2 Type II" --format csv
Official SDKs
Language-native OpenTelemetry with GenAI semantic conventions.
Node.js
Zero-config auto-instrumentation for Express, tRPC, LangChain, OpenAI, and more.
import '@kla-digital/otel-node';
Python
Drop-in FastAPI middleware and LangChain auto-instrumentation, with built-in PII masking and cost tracking.
import kla_otel_python