Real-time spend intelligence and financial firewall
for Cloud & AI
Andora is a real-time spend intelligence and control layer that sits between your AI agents, AI workloads, and cloud vendors.
Think of it less as a dashboard and more as your financial firewall.
Instead of discovering a surprise bill at the end of the month, Andora observes usage continuously and enforces limits automatically.
Cloud consoles and billing tools show you what happened; Andora sits in the path of AI agents, workloads, and cloud resources so you can define guardrails once and have them enforced everywhere, in real time.
System Overview
Our multi-layered architecture ensures every dollar is accounted for before it's even spent.
Providers
OpenAI, AWS, Anthropic, etc.
Data Ingestion
Pull (API) + Push (Proxy/SDK)
Normalization
Standardizing cost units
Policies
Real-time rules engine
Enforcement
Throttling, blocking, routing
Who Andora is built for
We focus on teams whose AI agents, AI workloads, and cloud infrastructure are complex enough that a once‑a‑month bill review is no longer enough.
Ideal teams
- • B2B SaaS and AI-native companies shipping agentic or model-heavy products.
- • Engineering orgs with multiple teams touching AI and cloud budgets.
- • FinOps / finance leaders who need shared guardrails with engineering.
When it makes sense
- • Monthly AI + cloud spend is material to your runway or gross margin.
- • You've seen or fear runaway token usage, infra spikes, or agent loops.
- • Native cost tools feel too late, too siloed, or too manual to be trusted.
Supported Providers & Infrastructure
Normalization Engine
Every provider reports costs differently. OpenAI uses tokens, AWS uses compute hours. Andora converts everything into Standard Cost Units.
Cost Intelligence Core
The brain of the system. Answers which features, customers, or prompts are driving your spend using time-series data and anomaly detection.
Enforcement Layer
Beyond reporting. Andora acts by automatically routing traffic, throttling requests, or rejecting calls when thresholds are breached.
"Andora is a global control layer that monitors, predicts, and automatically enforces AI and cloud spend limits (including agents and workloads) in real time, so companies never lose money to runaway usage."
Andora Team
Spend Intelligence Core