Faros
Engineering productivity platform that tracks AI token spend and maps it to shipped outcomes
| What is it | Engineering productivity platform that tracks AI token spend and maps it to shipped outcomes |
|---|---|
| Pricing | Contact for Pricing |
| Free tier | No |
| Platform | Web Application |
| API | Yes |
| Works with | n8n |
| Best for | tracking AI token spend across engineering teams, measuring developer productivity and delivery bottlenecks |
| Domain registered | 2019 |
Data updated Aug. 1, 2026
What does Faros do?
Faros is an engineering productivity and intelligence platform that helps teams track AI token spend and connect it to actual shipped outcomes. Instead of guessing whether AI investments are paying off, Faros gives leaders a single view of token usage across every team, tool, and model — mapped to the work and results those tokens produced. It integrates with existing software development lifecycle tools and AI services to unify data about people, agents, processes, and code.
The platform works by first connecting to any AI tool or workflow, then building a knowledge graph of how your teams design, implement, test, and ship software. That context flows to both human developers and AI agents — specs, decisions, dependencies, and architectural patterns from past PRs and tickets. Faros also measures AI's impact on productivity, quality, and developer experience using metrics like deployment frequency, lead time, and change failure rate. The goal is to help leaders identify what's working, what's wasting tokens, and where to intervene.
Faros is built for engineering leaders, AI platform teams, and DevEx teams at larger organizations. It's especially useful for companies that have adopted AI coding assistants and want to prove ROI, optimize spend, or reduce bottlenecks. Real-world use cases include tracing token spend to specific features shipped, measuring whether AI tools actually speed up delivery, and giving AI agents the organizational context they need to produce more accurate code.
Key features
What makes it stand outWho is Faros for?
Who benefits most from this toolPricing
Professional
- SaaS tool connectors
- SSO
- AI productivity consultant
Enterprise
Everything in Professional, plus:
- Custom and hybrid connectors
- SSO/SAML
- API access
- Advanced RBAC
Ultimate
Everything in Enterprise, plus:
- Unlimited connectors
- Full schema access
Trust & presence
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