One product for Bedrock runtime failures, Knowledge Base issues, and root-cause triage.

BedrockOps gives Amazon Bedrock teams one production workspace for quota burn analysis, throttling classification, retrieval debugging, and cross-signal root-cause investigation.

Start 7-Day Trial On AWS MarketplaceThree product pillars · One read-only connection · One investigation surface

Three pillars that work as one system.

Each pillar solves a precise production problem and feeds the same investigation surface.

Pillar 01

Runtime Intelligence

Explain why quota is disappearing, why requests are throttling, and whether failures come from AWS-side pressure, client retry behavior, or runtime misconfiguration.

Quota Burn Intelligence — reservation-vs-settlement charts · caller-level waste leaderboard · max_tokens default auditor · waste impact scoring · per-workload quota efficiency score · quota-increase request drafts (copy-to-clipboard only — BedrockOps does not submit the request)

Throttling and Failure Intelligence — throttle root-cause classifier (TPM saturation, RPM saturation, AWS-side capacity pressure, retry storm, connection-pool saturation) · 429/503 categorisation with retry-sequence awareness · retry amplification detector · connection-pool saturation monitor (a suggested finding — inferred, never asserted) · per-model reliability heatmap · per-throttling-event drill-down with runbook suggestion

Agent Tool-Use Intelligence — Bedrock Agent trace ingestion · tool-selection correctness scoring · tool-argument correctness scoring · tool-selection pattern drift detection · per-step reasoning timeline and searchable session list (analysis of recorded traces — BedrockOps never invokes your agents)

Runtime Readiness — pre-flight readiness check · continuous IAM trust-policy drift detection

Pillar 02

Knowledge Base Operations

Track ingestion failures document by document, validate retrieval configuration, score retrieval quality, test tenant isolation, and record candidate-to-live promotions with quality snapshots.

Ingestion Failure Intelligence — per-document ingestion history with verbatim failure reasons · sync-stuck watchdog (detect-only — it alerts the operator; V1 never kills or restarts the job) · failed-document anomaly clustering · per-document state-transition log · freshness-lag monitor

Retrieval Configuration Validator — metadata-filter validation · reranking-configuration validator · IAM-validation probe · live retrieval-probe testing · vector-mapping inspection

Retrieval Quality Scorecard — recurring customer-defined probes · per-probe metric panel · daily and weekly trends annotated with KB config changes

Tenant Isolation — cross-data-source bleed detection · per-KB isolation-integrity score

Promotion Workflows — candidate-versus-live KB comparison · audit-logged promotion events with before/after quality snapshots · rollback visibility (BedrockOps records your promotion declaration; the swap itself stays on your side)

Pillar 03

Cross-Pillar Root-Cause Analysis

Correlate runtime failures, Knowledge Base events, prompt-version changes, and model-deployment changes into one ranked cause list with linked evidence.

Cross-Pillar Root-Cause Analysis — single triage surface ranking probable causes across runtime, Knowledge Base, prompt-version, and model-deployment signals · time-window correlation · prompt-version correlation · model-deployment correlation · LLM-narrative output (generated in the BedrockOps eu-west-3 account — never with your models or credentials)

Operational Incident Timeline — unified events feed · per-incident workspace · cross-pillar timeline filter · searchable operator annotations

Built to be trusted with production access.

Four rules shape every feature and are not negotiable.

Mandate

Read-only by default

The default cross-account IAM role is read-only. BedrockOps reads, interprets, and recommends — it never writes back. Every scoped-write capability is a separate, explicit opt-in deferred beyond V1.

Mandate

No customer-side runtime

BedrockOps never sits in the request path between your application and Bedrock. No in-path proxy, no Lambda deployed inside your account.

Mandate

Single-region, EU-hosted

All SaaS-side compute and storage runs in eu-west-3 (Paris). Customer operational data stays in Europe today.

Mandate

AWS-managed encryption only

SSE-S3 for buckets, SSE-SQS for queues, provider-managed encryption at the database tier. No customer-managed KMS keys, no BYOK.

Signals in. Ranked causes out. Shorter incidents after that.

BedrockOps is not just a set of isolated dashboards. It takes runtime signals, Knowledge Base behavior, prompt-version changes, and model-deployment changes, then turns them into ranked causes, linked evidence, and one investigation surface.

Bedrock runtime, Knowledge Base, prompt-version, and model-deployment signals change.

BedrockOps links the signals in one timeline.

Teams see the most likely causes first.

Operators investigate in one incident workspace with linked evidence.

The platform foundation every pillar runs on.

Not a product pillar — the shared infrastructure underneath all three: onboarding, security, alerting, billing, and storage.

Foundation

Onboarding

One-click CloudFormation onboarding through a Quick-Create URL provisions a read-only role in your account, with confused-deputy verification on every assume-role.

Foundation

Security and compliance

Cognito email and password sign-in with MFA enforced on Production and Enterprise tiers, an append-only audit log, and a GDPR data-deletion workflow with a 30-day grace window.

Foundation

Alerting and notifications

An alert rule editor with multi-channel destinations — email, Slack, Teams, PagerDuty, webhook — plus dedupe, snooze, cross-pillar suppression, and daily or weekly digests.

Foundation

Billing and spend controls

AWS Marketplace SaaS billing, a customer-set monthly spend cap with protected mode, and an opt-in auto-expand option.

Foundation

Storage backbone

A shared Postgres/TimescaleDB and Redis layer with SQS-driven idempotent processors and daily logical backups.

Built for the questions production teams ask under pressure.

Each product pillar exists to answer one of these questions fast, with evidence that a platform engineer or AI engineer can trust.

How does BedrockOps rank probable causes?

A single triage surface scores every candidate event in the incident window by temporal proximity to the incident anchor, magnitude of change against a rolling baseline, and event-type weight. The result is a ranked candidate list with linked evidence, plus an optional LLM-generated narrative on top.

Why is the IAM role read-only?

The default cross-account role is read-only by design. BedrockOps reads, interprets, and recommends — it never writes back to your account. Every scoped-write capability is a separate opt-in deferred beyond V1.

What Bedrock signals does it collect?

Bedrock invocation logs through CloudWatch Logs Insights, quota metrics through CloudWatch and Service Quotas, Knowledge Base state and ingestion logs through Bedrock Agent and CloudWatch, CloudTrail events, and inference profiles plus model availability.

How often do collectors poll?

Collection is sharded by account activity: every minute for active accounts, every 5 minutes for quiet accounts, and every 30 minutes for dormant accounts. Data flows in one direction only — from your AWS account to BedrockOps.

For teams already running Amazon Bedrock in production.

Role

On-Call / Platform Engineers

Own Bedrock in production and get paged when it breaks. They use BedrockOps to investigate throttling, quota waste, runtime instability, and Knowledge Base ingestion failures — and to cut triage time.

Role

AI Engineers

Use BedrockOps to debug Knowledge Base behavior, validate retrieval configuration, compare candidate and live Knowledge Bases, and score agent tool-use correctness.

Role

Engineering Managers

Want fewer incidents, faster triage, and confidence that the team understands why Bedrock is failing or getting more expensive.

Start with one production problem. Keep the whole operating model.

Many teams first come to BedrockOps for one sharp pain such as throttling, quota burn, or Knowledge Base ingestion failures. The value compounds because the product keeps all of those surfaces connected.

See the full BedrockOps product against live Bedrock signals.

Start in AWS Marketplace, connect AWS with a read-only role, and use the product against real runtime, Knowledge Base, and cross-pillar triage data.

Start 7-Day Trial On AWS Marketplace