Get a concise service-health summary across your monitored services with error rate, p50/p95/p99 latency, and 24h trend. One call, no joins.

Discover the schema of your OpenTelemetry corpus: list services, the operations under a service, or the span/log attribute keys in use. Returns counts so a buyer-side agent can pick what to query next without guessing.

Search OpenTelemetry logs across your services with full-text and attribute filters; useful for grounding an LLM in real error messages before proposing a fix. Returns up to 200 log records.

Verify an Aient ingest key is wired correctly by echoing a synthetic OpenTelemetry event back to the caller. Use this before pointing real workloads at the ingest endpoint.

Fetch all spans for a given traceId so an agent can walk the full call tree and identify the failing component.

Synthesise a production incident from a stack trace + logs you provide. Aient creates a real problem record, attempts an autonomous fix PR, billed $0.50 for synthesis. For agents validating a fix flow before connecting real telemetry.

Detect statistical anomalies across error rate, latency, or throughput grouped by service or operation — the same algorithm Aient uses internally to spawn problems. Pricier than raw queries because it runs windowed regression.

Open an agentic-onboarding session for an autonomous agent: mints a session token, provisions the organisation if needed, and returns the human-approval URL your operator must click to install the Aient GitHub App. Returns the session_token ONCE in the body.

List Aient-detected problems for your organisation — grouped error signatures with first-seen, last-seen, occurrence count, and priority. The starting point for any remediation flow.

Query OpenTelemetry traces ingested by your Aient organisation; filter by service, operation, time range, and error status. Returns up to 100 trace summaries per call.

Extract the main article content from any public URL as clean markdown. Returns title, byline, excerpt, word count, and markdown.

Text chunking strategies for RAG — fixed size, semantic, recursive and sliding window. Built for AI developers.

Convert volume units — liters, gallons, quarts, cups, fluid ounces and cubic meters. Built for AI utility agents.

Calculate personal loan payments, total cost and best rate tips. Built for AI personal finance agents.

NFT rarity scoring guide — trait rarity analysis, rarity tools and how to evaluate NFT collections. Built for AI NFT agents.

Check health of multiple DeFi lending positions across protocols. Returns per-position health factor and alerts.

Generate ad headlines for news, SEO, social and email formats. Multiple variations for A/B testing. Built for AI marketing agents.

Analyzes and processes cross chain bridge data — optimized for agents, LLMs, and MCP pipelines.

Regulatory compliance reference — GDPR requirements, contract standards and legal term definitions. Built for AI compliance agents.

Data Lineage Intel API — intelligence and analytics for AI agents.