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01CLOUD SERVICES · AGENTIC CLOUD OPERATIONS

Stop reading dashboards.
Start asking your cloud.

Caelion Meridian is the agentic operating layer for AWS FinOps, Cloud Ops, and Security. Ask one question in plain English — “where is my waste?”, “what’s exposed?”, “right-size my fleet” — and get an evidence-backed answer in about five seconds, drawn from live data across your entire environment. Built on Amazon Bedrock AgentCore. Read-only by default. Nothing leaves your boundary.

See Meridian on your environment All cloud services

FINOPS / CLOUD OPS / SECURITY50+ read-only integrations · ~5s answers

02ASK YOUR ENVIRONMENT

One question in. Evidence out.

Any engineer — not just the FinOps specialist — asks the question the way they would ask a colleague. No query language, no dashboard training, no waiting on the one person who knows where the data lives.

MERIDIAN · ASK → ANSWERREAD-ONLY
“where is my waste?”idle resources, unattached volumes, over-provisioned services — priced in annualized dollars
“what’s exposed?”exposure & IAM posture checked against live configuration — not last quarter’s audit
“right-size my fleet”utilization-backed sizing and commitment coverage, correlated against real workload behavior
every answerfinding · quantified dollar or risk impact · evidence · recommended action, optionally as IaC
50+
Read-only AWS integrations
~5 sec
Question to answer
29%
Cloud spend wasted
0
Standing write access
WASTE FIGURE: FLEXERA 2026 STATE OF THE CLOUD REPORT

03HOW A QUESTION FLOWS

Ask → Retrieve → Correlate → Respond.

Meridian replaces the console-hopping workflow that defines cloud operations today — Cost Explorer, then CloudWatch, then the VPC console, then a spreadsheet — with one disciplined path from question to defensible answer.

01 · ASK

Plain English in

Ask about cost, waste, right-sizing, network posture, security exposure, or fleet state — the way you would ask a colleague.

02 · RETRIEVE

Live data, never a stale export

Meridian pulls current state across 50+ read-only AWS integrations — cost, utilization, configuration, network, identity — directly from your account’s APIs. Every analysis runs against what is true right now.

03 · CORRELATE

Signals reasoned together

Cost without utilization is a guess; posture without configuration is a hunch. Claude-powered reasoning correlates the signals into a single finding — the way a senior engineer would, at machine speed.

04 · RESPOND

Finding, impact, evidence, action

Every answer arrives with the quantified dollar or risk impact, the underlying evidence, and a specific recommended action — optionally generated as ready-to-run remediation or IaC for your review.

04COVERAGE

Six areas. One conversation.

The point is not another point tool. Meridian reasons over the whole environment at once — so the answer to a cost question can include the security implication, and vice versa.

FinOps · Waste & Right-Sizing

Waste found continuously, priced in annualized dollars.

Idle resources, unattached volumes, over-provisioned services — found continuously and priced in annualized dollars. Utilization-backed sizing recommendations and commitment coverage analysis, correlated against real workload behavior. This is the gap Meridian closes: 29% of enterprise cloud spend is wasted (Flexera 2026 State of the Cloud Report).

Cost ExplorerCloudWatchCommitment coverageAnnualized $
Read: The 29% problem →

Cloud Ops · Network & Fleet

The whole estate, visible and queryable as one.

Plain-English queries across every VPC, route table, and security group — in every region, at once. The whole fleet — instances, containers, functions — visible and queryable as one estate, across accounts and regions, against live data rather than a stale export.

VPCRoute tablesSecurity groupsInstances · Containers · Functions
Read: What is agentic cloud operations? →

Security · Exposure, IAM & IaC

Posture checked on demand — and findings become fixes.

Exposure and identity posture checked on demand, by any engineer, against live configuration — not last quarter’s audit. And findings become fixes: remediation generated as reviewable infrastructure-as-code, ready for your pipeline — never applied behind your back.

IAMLive configurationIaC remediation
Read: IaC remediation →

05ENTERPRISE-GRADE BY CONSTRUCTION

Safety is architecture, not policy.

Meridian is built natively on Amazon Bedrock AgentCore, with Claude as its reasoning engine, running inside your AWS boundary. There is no vendor data warehouse holding a copy of your cloud — Meridian reasons over your live APIs, in place. Model access runs through Amazon Bedrock inside your account; there is no external inference endpoint.

  • Read-only by default
  • Least-privilege IAM scoping
  • Full audit trail, every query
  • No data egress
  • No vendor data warehouse
  • No external inference endpoint
  • Write only under policy scoping
  • Metadata stays in your account

Customer AWS account · 50+ read-only integrations

MERIDIAN · BEDROCK AGENTCORE + CLAUDE

Reasons over live AWS APIs in place, scoped by least-privilege IAM. Every query and action written to the audit trail.

Cost & commitments

Cost ExplorerCommitment coverage

Utilization & telemetry

CloudWatchWorkload behavior

Network posture

VPCRoute tablesSecurity groups

Identity & exposure

IAMLive configuration

Compute fleet

InstancesContainersFunctions

Organization

AWS OrganizationCross-accountEvery region

06ADOPTION & ENGAGEMENT

Scope expands only as trust is earned.

Adoption follows the maturity curve — Manual → Assisted → Automated → Autonomous — so scope expands only as evidence accumulates and trust is earned. Write capability arrives later, deliberately, under policy scoping.

STAGE 1

MANUAL

You ask; Meridian answers. Read-only findings with evidence and quantified impact — every change stays in human hands.

STAGE 2

ASSISTED

Findings arrive with the fix prepared as reviewable IaC for your pipeline. You review; you apply. Nothing runs behind your back.

STAGE 3

AUTOMATED

Write capability arrives deliberately, scoped by policy and least-privilege IAM, with every action written to the full audit trail.

STAGE 4

AUTONOMOUS

Scope expands across your AWS Organization only as evidence accumulates and trust is earned — on your terms.

The engagement path

01

Discovery Workshop

Meridian runs live, read-only, against your own environment — and you watch the answers arrive with the evidence attached.

02

Scoped Pilot

A pilot with success criteria agreed up front, run read-only inside your boundary.

03

Enterprise Rollout

Rollout across your AWS Organization, along the Manual → Assisted → Automated → Autonomous maturity curve.

07QUESTIONS, ANSWERED PLAINLY

What teams ask before connecting Meridian.

What does Caelion Meridian actually do?
Meridian is an agentic operating layer for AWS. Teams ask questions in plain English — about cost, waste, right-sizing, network posture, security exposure, or fleet state — and Meridian retrieves live data across 50+ read-only AWS integrations, correlates the signals, and returns an evidence-backed finding with quantified impact and a recommended action in roughly five seconds, optionally as ready-to-run IaC.
Is Meridian safe to connect to production AWS accounts?
Yes. Meridian is read-only by default, scoped by least-privilege IAM, and holds no standing write access. It reasons over live AWS APIs from inside your environment rather than copying data into a vendor warehouse, so your infrastructure metadata never leaves the account boundary — and every query and action is written to a full audit trail.
What is Meridian built on?
Meridian is built natively on Amazon Bedrock AgentCore, with Anthropic’s Claude as its reasoning engine. Model access runs through Amazon Bedrock inside your AWS boundary — there is no external inference endpoint and no data egress.
How do we start?
Through the standard CAELION engagement path: a Discovery Workshop where Meridian runs live, read-only, against your own environment; a scoped Pilot with success criteria agreed up front; then Enterprise Rollout across your AWS Organization, along the Manual → Assisted → Automated → Autonomous maturity curve.

08RELATED SERVICES

The practice around the platform.

OPERATIONS

Managed Cloud Operations (PODs)

24×7 follow-the-sun pods of named senior engineers, augmented by Meridian — continuous FinOps, posture, and incident response.

Cloud Services →

AGENTIC AI

Agentic Solutions for Lines of Business

The discipline that built Meridian, applied to finance, operations, support, and supply chain — on Amazon Bedrock, inside your boundary.

Cloud Services →

EXPERTISE

AWS Professional Services & Expert Hub

A named senior bench for Well-Architected reviews, landing zones, migration, and security hardening — no pyramids.

Cloud Services →

Run Meridian against a real account.

Bring one question you can’t currently answer. In a private briefing, we run Meridian live, read-only, against a real environment — and you watch the answer arrive with the evidence attached.

Request a briefing All cloud services

Read-only by default · Evidence with every answer · Nothing leaves your boundary