LochLens

Your data lake, ready for agents.
Adapts as they use it.

Your historical data, ready for agents in minutes. No migration, no infrastructure. Adapts from every query.

Get early access

Your AI knows today.
It can’t touch anything before that.

Years of operational data are sitting in your cloud storage, structured and ready — and completely out of reach for your agents.

Operations

“Our agent handles today’s reports. Ask about anything from last year and it draws a blank.”

Support

“Our AI assistant knows our product inside out. It can’t answer questions about a customer’s history from two years ago.”

Field ops

“We built an agent to help our team. It can only see what’s in the live database — not the five years of records in our data lake.”

The options today aren’t great

Copy everything Duplicate your data into a vector database. Expensive to build, expensive to keep current, loses the structure your agents need.
Query on demand BigQuery or Athena. $5–10 per TB scanned. Fine for monthly reports, ruinous when agents are querying dozens of times a day.
Build it yourself Weeks of engineering to wire agents to your data lake, then months of maintenance as your schema and agent needs evolve.

How it works

  1. 1

    Connect your data lake

    Point us at your cloud storage. Read-only access, set up in a few clicks — no engineering needed.

  2. 2

    We understand your data — not just its shape

    We scan your files and classify what’s worth indexing: text fields, locations, filters, numeric ranges. You confirm, we do the rest.

  3. 3

    Your agents get instant access

    A dynamic interface is generated from your schema and connected to your agents. Sub-second responses. Nothing leaves your storage.

  4. 4

    It learns and grows with your agents

    LochLens watches how your agents use your data and keeps generating better, more specific tools automatically. Day 100 is noticeably faster than day one.

Minutes to connect
Years of data accessible
$0 to migrate

Built to respect what you already have

  • Your data stays put. Agents access your files in place. Nothing is copied, moved, or duplicated — ever.
  • No new infrastructure. No databases to run, no servers to manage, no DevOps required.
  • Works on existing files. No schema changes, no re-uploading, no migration project. If it’s already in cloud storage, it’s ready.
  • Gets smarter over time. Most data interfaces are static. LochLens learns from how your agents use your data and keeps improving — automatically.
  • No lock-in, ever. Your index lives in your storage, not ours. Cancel any time — your index stays, your data stays, and you never owe us anything for work already done.
  • Flat pricing, no surprises. One monthly plan. No per-query billing that punishes you when your agents get busy.
For developers

Ships as a dynamic MCP server. Connects to Claude, Cursor, or any MCP-compatible agent framework in minutes. Generates new tools automatically as your agents discover what they need. Get early access →

Your data is already there.
Your agents are waiting for it.

LochLens is built for organisations sitting on years of valuable data their agents can’t reach. Tell us about your data and we’ll be in touch when it launches.

Request early access