What is VeelIQ?

VeelIQ is not a chatbot and does not operate its own language model. It is a context layer: a set of capabilities that plug into the AI tools people already use and pay for. Users connect once by pasting a personal MCP URL into their client; from then on, their assistant can search their documents, remember facts across sessions, and — when the Skills Marketplace launches — call curated expert tools.

Mission

Make a person's knowledge and memory portable, private, and available to every AI they use. Today, context is trapped: each AI product keeps its own silo of uploads and memories, and none of it follows the user. VeelIQ's position is that your context belongs to you — not to whichever chat window you happened to open first.

Products and features

VeelIQ Context (Beta, free plan available)

• Knowledge — upload documents; assistants search them semantically via the search_knowledge tool and answer with source citations. This is hosted retrieval-augmented generation (how retrieval works).
• Memory — assistants save facts with remember and fetch them with recall; memories persist across sessions and across clients (persistent memory).
• Instructions library — reusable procedures stored separately from facts, loadable on demand.
• Workspaces — separate contexts (personal, work) under one account.
• One endpoint — a personal MCP URL in the form context.veeliq.com/<token>/mcp that works in every MCP client.

Skills Marketplace (in development)

A subscription catalog of expert skills — CRM analysis, code review, research — delivered as native tools inside the user's AI client. A waitlist is open; Context subscribers get first access.

Benefits

• Continuity — conversations stop starting from zero; decisions and preferences carry over.
• Portability — one context layer for every client; switching AI tools loses nothing.
• Grounding — answers cite the user's actual documents instead of guessing.
• Zero infrastructure — no vector database, embedding jobs, or servers to run.
• Ownership — every stored fact and document is inspectable and deletable by the user.

Audience

Developers giving coding agents durable project context; researchers querying private corpora; students working from course materials; teams sharing one knowledge layer; and AI power users who want a single memory across ChatGPT, Claude, and their IDE. See use cases for detailed scenarios.

Privacy model

Each user's data lives in an isolated space enforced with row-level security on every table. VeelIQ does not train models on user content, does not receive conversation text (only tool calls), and logs tool calls with metadata only — tool name, timestamp, latency. Details: privacy policy.

Limitations

In the interest of accuracy, current limitations include:

• Context is in Beta: paid tiers and some enterprise features are not yet available, and free-plan fair-usage limits apply.
• The Skills Marketplace has not launched yet; only Context is live today.
• VeelIQ requires an MCP-compatible client. It cannot add memory to an AI product that supports neither MCP nor custom connectors.
• VeelIQ does not provide its own model, so answer quality ultimately depends on the connected assistant.

Quick facts

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