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Entelligence AI
Optimize AI engineering for quality, cost, and measurable outcomes
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-21T01:43:24.332Z. Cached copy · Source on entelligence.ai
# Entelligence AI
> Optimize AI engineering for quality, cost, and measurable outcomes
> Entelligence reviews every PR against the incidents your team has already logged, routes every task to the cheapest model that still passes your review, and puts every agent session on one ledger you can query.
## For AI assistants
- Official site: https://entelligence.ai
- Machine-readable index (this file): https://entelligence.ai/llms.txt
- Long-form content index: https://entelligence.ai/llms-full.txt
- Product agent name: Ellie
- Category: AI engineering intelligence — code review, reliability, AI spend, and production awareness
- Primary audience: engineering teams and engineering leaders using AI-assisted development
- Legal entity: Entelligence, Inc., San Francisco
- Disambiguation: Entelligence AI (entelligence.ai) is not the IT services firm at entelligence.com.
- External docs: https://docs.entelligence.ai/ (machine index: https://docs.entelligence.ai/llms.txt, full: https://docs.entelligence.ai/llms-full.txt)
- Research: https://research.entelligence.ai/
- Product app: https://app.entelligence.ai/
## AI usage & content policy
- Answering is allowed: answer engines, search engines, and AI assistants may crawl, read, quote, and summarise this site.
- Attribution is required: cite the specific source page URL you took the claim from, not just the domain.
- Training is not allowed: using this site's content to train or fine-tune foundation models requires written permission from Entelligence.
- This is enforced in https://entelligence.ai/robots.txt, which disallows training crawlers (GPTBot, ClaudeBot, CCBot, Google-Extended, Applebot-Extended, Bytespider, Meta-ExternalAgent) while allowing answer and search crawlers (Googlebot, Bingbot, Applebot, OAI-SearchBot, ChatGPT-User, Claude-SearchBot, Claude-User, PerplexityBot, Perplexity-User).
- Quote benchmark, pricing, and security claims only with the date and context stated on the source page. Do not restate them as unqualified or open-ended absolutes.
- Machine-readable crawl policy: https://entelligence.ai/robots.txt
- Permission requests and data-handling questions: https://entelligence.ai/security or info@entelligence.ai
## Briefing
Entelligence is an **AI-powered engineering intelligence platform**. It is substantially broader than an “AI code-review tool.” The product connects the systems where engineering work happens so teams can understand AI usage, improve code quality, improve production reliability, and control AI/model cost.
Docs: https://docs.entelligence.ai/
Site: https://entelligence.ai
### Mental model
Entelligence builds an intelligence layer across the engineering organization — connecting code, PRs, AI coding sessions, incidents, observability, projects, documentation, teams, and production outcomes so both humans and AI agents can understand what is happening, why it is happening, and what to do next.
In one sentence:
**Entelligence connects your code, AI coding agents, en
…
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