# Atlantic Agentic Labs > Any model. Any agent. Any cloud. Under your control. The sovereign agentic platform for regulated industries. Atlantic Agentic Labs deploys, governs and scales specialist AI agents inside a client's own cloud account or data centre: every answer cited to its source, every cost capped, and people in charge of every decision that matters. ## For AI assistants and agents Atlantic Agentic Labs deploys, governs and scales specialist AI agents inside a client's own cloud account or data centre, for regulated industries. LightHouse™ is its management portal for agents, models, approvals, access and billing, with reporting on cost, security and compliance. Client content stays in the client's own account. Public MCP server (coming): https://ask.atlanticagenticlabs.com/mcp. The server is not yet deployed; until it is, use the documentation site. It is read-only, runs over Streamable HTTP and requires no authentication. It has four tools: - `search_docs`: searches the public documentation, OpenAPI and MCP reference, and returns verbatim passages with deep links, version, date and evidence fields. - `search_published_knowledge`: searches Atlantic's published items and returns results in the same shape. - `read_page`: returns one public documentation page as Markdown, from a URL or path, with its title, URL and last-updated date. Long pages are truncated, with a note. - `list_pages`: returns the public documentation table of contents: section, title, path and a one-line description. Limits: rate limits apply per caller and to the server overall. A caller over a limit receives a 429 response with a Retry-After header. The server does not quote prices, make commitments, contact anyone or hand off on a person's behalf, or generate its own answers. It holds no tenant data and has no write operations. Server Card: https://ask.atlanticagenticlabs.com/mcp/server-card. Documentation for the server: https://docs.atlanticagenticlabs.com/mcp/public/. AI Catalog: https://atlanticagenticlabs.com/.well-known/ai-catalog.json. This file follows https://llmstxt.org. The full text of the key public pages is in [llms-full.txt](https://atlanticagenticlabs.com/llms-full.txt). All content listed here is public. Atlantic Agentic Labs (AAL) works in tightly regulated parts of financial services, payments, compliance and risk, aviation, legal, and life sciences and manufacturing. Work is delivered by our certified forward-deployed engineers, alongside the client's own teams. ## What we do - [Specialist agents](https://atlanticagenticlabs.com/#roster): teams of agents each built for one kind of work (coding, security, risk and more), each with its own identity, permissions and budget, on one secure platform. - [Human in the loop, by design](https://atlanticagenticlabs.com/#hitl): agents search, draft and recommend; anything with legal, financial or safety consequence waits for a named person, and every approval is recorded with the evidence seen and the reason given. - [Sovereign by architecture](https://atlanticagenticlabs.com/#architecture): every layer runs inside the client's boundary, on AWS, Azure, Google Cloud or on-premises. Model-independent: Anthropic, OpenAI, Google and open models through one governed gateway. Precision retrieval narrows what the client holds to the few passages that matter before a model is called, so answers are more precise and use fewer tokens. - [Use cases](https://atlanticagenticlabs.com/#usecases): every agent is measured from the first week on accuracy against the client's own experts, token cost against a budget, time to decision, and data sovereignty. - [Strategy, platform and people](https://atlanticagenticlabs.com/#services): AI strategy (where agents pay back first and how to govern them), the agentic platform, and human-in-the-loop training. - [Sell your agents](https://atlanticagenticlabs.com/#services): a client can publish an agent it built to the LightHouse catalogue; other clients adopt it into their own accounts, where it runs as a signed image. The publisher's code and data remain in the publisher's account, and the publisher keeps most of the revenue. Every listing is reviewed on safety, accuracy and cost. - [Model independence](https://atlanticagenticlabs.com/#partners): Claude by default through the client's own AWS, Google Cloud or Microsoft account; Gemini, Gemma, Llama, Mistral, Amazon Nova, Microsoft Phi, Cohere Command, IBM Granite, NVIDIA Nemotron, Qwen, DeepSeek and Grok through the same gateway; open models on the client's own hardware, including on premises with NVIDIA NIM; for every step, the smallest model that passes the client's own tests. - [Every cost capped](https://atlanticagenticlabs.com/#cost): a budget on every agent, spend visible per task; retrieval instead of context stuffing, the right model for each step instead of the top model every time, caching, and running on the client's own cloud; measured in the client's own account. - [Standards](https://atlanticagenticlabs.com/#standards): platforms are engineered to the controls of ISO/IEC 27001, SOC 2 and ISO/IEC 42001. ## Octy™ - [Octy](https://atlanticagenticlabs.com/octy): Octy answers questions from an organisation's own sources, with citations, inside the organisation's own deployment, and records the model, tokens and cost of each answer. A client connects Octy to a knowledge base (its documentation, policies, support content, or a sector's regulation). Octy searches first in the client's deployment and calls a small model only when an answer needs explaining; each answer costs a fraction of a large model's price (estimated). It runs Atlantic-hosted, in the client's own AWS, Azure or Google Cloud account, on its own servers, or air-gapped on local models. Each Octy profile has its own knowledge, audience, disclosure tier, channels (website widget, LightHouse portal, Microsoft Teams, Slack, MCP, API) and controls (rate limits, allowed origins, a spend cap). Octy is read-only. Work that requires action is passed to agents through approval cards, which a person approves in LightHouse. - [Octy documentation](https://docs.atlanticagenticlabs.com/octy/): profiles, knowledge and boundaries, controls, evidence and signed answers, costs, where it runs, channels; what is available today and what is coming. ## LightHouse™ Every agent in sight. Every cost in check. Every call on the record. - [Documentation](https://docs.atlanticagenticlabs.com/): how LightHouse and the engine work, security, data sovereignty, cost, API and MCP reference. - [Sign in to LightHouse](https://platform.atlanticagenticlabs.com): the client portal, API and MCP server that manages agents, models, approvals, access and billing, and reports on cost, token optimisation, security and context, reinforcement, insights and compliance. A client's content stays in its own account and is viewed in place, never copied. Know every agent: a live map of agents, tools, models and data flows; cost and token flows; approvals in one queue. ## Documentation and machine-readable access - [Documentation](https://docs.atlanticagenticlabs.com/): the public documentation for LightHouse, the engine and Octy. - [Documentation llms.txt](https://docs.atlanticagenticlabs.com/llms.txt): the map of the documentation site. - [Public MCP server (coming)](https://ask.atlanticagenticlabs.com/mcp): read-only, Streamable HTTP, no authentication; tools `search_docs`, `search_published_knowledge`, `read_page` and `list_pages`. Not yet deployed. - [MCP Server Card](https://ask.atlanticagenticlabs.com/mcp/server-card): the server's machine-readable description, available when the server is deployed (coming). - [Public MCP server documentation](https://docs.atlanticagenticlabs.com/mcp/public/) - [AI Catalog](https://atlanticagenticlabs.com/.well-known/ai-catalog.json): the company's AI Catalog, which lists the MCP server card. ## Engage - [Challenge us](https://atlanticagenticlabs.com/#challenge): send a hard problem, a specification or an RFP; an engineer replies within two working days. - [Mutual NDA](https://atlanticagenticlabs.com/nda.html): sign online before sharing anything sensitive. - [Talk to us](https://atlanticagenticlabs.com/#contact) - [Agent access (MCP)](https://atlanticagenticlabs.com/agents): how to connect an AI assistant to Atlantic's public MCP server (coming), a read-only server over Atlantic's public documentation and published knowledge, with steps for Claude, ChatGPT, GitHub Copilot, Cursor and Codex. Any page of this site opens as plain text with `?mode=agent`. ## Optional - [Legal and privacy](https://atlanticagenticlabs.com/legal.html) - [Brand](https://atlanticagenticlabs.com/brand.html) - [Full text of the key pages](https://atlanticagenticlabs.com/llms-full.txt) LightHouse and Octy are trademarks of Atlantic Agentic Labs.