| What it does | Efficiency is Intelligence
| Sovereign agentic engineering platform that runs AI coding agents with roles, playbooks and gates on your infrastructure
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| Stage | Startup
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| Founded | Not given
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| Based in | US
| DE
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| Pricing model | Paid
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| Pricing | Free 100M tokens for new users. $0.04 per 1M tokens for input tokens.
| Trial: Free for 15 days with €5 credit on Kadmo's LLM provider. Business: Flat monthly rate per workspace, unlimited seats, 100K runs per month, up to 100 agents on your cloud. Enterprise: Custom pricing with flexible terms, support for more than 100 agents by agreement. Model pricing: Claude Haiku
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| Key features | - 384K token context window
- Multimodal input support
- 100K tokens processed in less than a second
- Structured output for direct code use
- Subquadratic Sparse Attention algorithm for efficient compute
- $0.04 per 1M tokens pricing
- Customer content not used for model training
- Data retention limited to 60 days
| - Multiple specialized agent roles (Engineer, Product Manager, QA, Security, Documentation, Skill Discovery, Website Builder)
- Playbook-based workflows with gates at every handoff
- Integration with existing tools (Jira, Linear, GitHub, GitLab, Slack, Notion, Teams)
- Code execution on customer's own cloud infrastructure (AWS, Google Cloud, Hetzner)
- Support for multiple AI models (Claude, GPT, Gemini, Codex) with no vendor lock-in
- GDPR-compliant with data residency enforcement
- Full transcript and audit logs for every agent run, replayable anytime
- Governance controls including role-based access, approval policies, and spend budgets
- Transparent token cost reporting per ticket
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| What makes it different | - First long-context decision model purpose-built for enterprise work
- Frontier-level decision-making performance at 5-10x lower cost than frontier LLMs
- Tied for #1 on Artificial Analysis Decision Index
- Processes entire codebase or data room in single context window
- Speeds agent reasoning from minutes to seconds
| - Agents run on your infrastructure with no code leaving your perimeter, maintaining full data sovereignty and GDPR compliance
- No vendor lock-in with support for any AI model; switch models as better ones ship
- Integrates seamlessly into existing tools and workflows without requiring installations or migrations
- Live in days with transparent cost accounting per run in real tokens
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 52 ● no change since last check | 8 ● no change since last check |
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| Trust Flow (Majestic) | 17 | 11 |
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| Citation Flow (Majestic) | 37 | 25 |
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| Referring domains (Majestic) | 654 | 6 |
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Subquadratic
Kadmo