In-house · Soft AI Labs

Agentic AIOps Intelligence Suite

A prototype multi-cloud cost platform built to pitch to a prospective client. It pulls AWS, Azure and GCP billing data into one store and shows it to executives, finance, engineering and sustainability teams on separate dashboards. It stayed a pitch build and was never launched.

Client: Own product
When: Feb 2026
Status: Not releasedPitch prototype, never launched
Role: Built the whole pitch build alone: NestJS API, React dashboards, cloud connectors, SSO and the client pitch document.
Built with: NestJSReactTypeScriptRedux ToolkitEChartsTailwind CSSPostgreSQLTimescaleDBPrismaBullMQRedisTurborepo
Service: Websites

What was built

Four role-based dashboards (Executive, FinOps, Engineering and GreenOps, which estimates carbon from spend and region), plus an optimisation hub and alert rules, drawn with ECharts.
Cost connectors for AWS Cost Explorer, Azure Cost Management and GCP Billing feed a BullMQ pipeline that fetches, cleans, normalises and loads cost records into TimescaleDB hypertables.
Email and password login with JWT, SSO through Okta, Azure AD and Google, team invitations, and CASL role-based access across 20 NestJS modules.
Wrote the technical pitch for the client: architecture, a four-tier storage offer, and an onboarding checklist of the access each cloud needs.

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