OpenTelemetry-first · Vendor-neutral · Operable handover

Data observability for AI-era platforms

DataObs helps platform and data teams connect pipeline telemetry, data quality, AI activity, and business impact using OpenTelemetry and the tools they already operate.

Data platforms fail in silence

Dashboards look healthy while data is stale.
Pipelines retry without business context.
AI agents move data without enough visibility.
Security teams lack data-access evidence.
Telemetry is collected, but data trust and business impact stay unclear.

Services overview

Observability Assessment Sprint

Map telemetry gaps and define a practical implementation roadmap.

From £2,500

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OTEL Foundation Build

Implement OpenTelemetry patterns across data pipelines and platforms.

From £5,000

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AI Agent Telemetry PoC

Add governance visibility for agent, MCP, and tool activity.

From £3,000

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Open-source project

AgentGuard — AI activity observability

AgentGuard collects and normalises AI activity telemetry into ECS, then routes events to your existing Elastic or OpenSearch stack.

Free OTel Config Generator

Describe your infrastructure. Get deployable OpenTelemetry Collector configs and an architecture diagram — instantly, in your browser.

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Ready to make your data platform observable?

6 years of Elasticsearch and OpenSearch specialisation, enterprise-scale team leadership, and AWS-native data platform delivery.

Send a message

We respond within 1 business day. You can also email hello@dataobs.co.uk directly.