AWS FinOps AI Agent + Cloud Operations

Apexlab

We help AWS teams understand cloud spend, improve operations, and move from cost reports to governed action. Our core product, Arclight, combines Web, Slack, and MCP access into one interactive FinOps agent runtime.

Explore Arclight View Services
AWS cost visibility Approval-based automation FinOps operations support
Arclight product visual showing Web, Slack, and MCP entry points around an agent core
Web Slack MCP

What We Do

Productized FinOps intelligence, backed by hands-on AWS expertise.

Apexlab keeps the consulting footprint light. Arclight handles interactive cost investigation and controlled workflows, while our service team supports migration, managed operations, security, cloud-native delivery, and optimization programs.

Investigate

Analyze AWS cost anomalies, usage changes, idle resources, and root causes with evidence from AWS billing and operational signals.

Control

Convert recommendations into approval-based actions, with audit history and guardrails before anything changes in customer environments.

Operate

Use our AWS FinOps and cloud operations services when you need expert execution, architecture review, or long-term operating support.

Product

Arclight turns AWS FinOps into an interactive operating loop.

It is not just another dashboard. Arclight can clarify a question, plan an investigation, call governed tools, explain root cause, propose action, wait for approval, execute, and report the result.

See the product flow
Arclight agentic interaction loop

Three Entry Points

One runtime, three ways to work.

01

Web

Dashboards, onboarding, AWS account setup, tenant configuration, approvals, and audit history.

02

Slack

Cost alerts, summaries, quick root-cause analysis, approval-based cleanup, and result notifications.

03

MCP

Power-user access for Claude, Codex, Cursor, and custom operator agents through a governed FinOps runtime.

Arclight Web Slack and MCP channel experience view

Services

AWS FinOps and cloud operations services that stay close to outcomes.

Use Apexlab for focused assessments, migration projects, managed operations, security acceleration, cloud-native transformation, disaster recovery, landing zones, and team enablement.

View all services
Cloud Cost Assessment
Managed AWS Operations
Security and Compliance
Migration to AWS
Cloud Native Delivery
FinOps Governance

Start Small

Begin with a cost review, a product demo, or an Arclight pilot.

Contact Apexlab