AI tools built around the data you already have.

Connect your existing systems to LLMs so they can search, summarize, and take action on your live datasets conversationally — without replacing the tools you already use.

How it works

1

Your data stays put

We connect to the systems you already use — your CRM, case management tool, or database. Nothing moves, nothing gets migrated.

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2

We build your connector

A custom-built server, scoped specifically to your data and your rules for what it can and can't touch.

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3

Any AI can now use it

Ask questions, get insights, or trigger actions conversationally — through Claude, ChatGPT, or whatever AI tool you already use.

Data Enrichment

Take incomplete records and fill in the gaps. LLMs can research, structure, and enrich your existing data automatically and on command.

Insights

Ask your data questions in plain language instead of writing queries. Search, filter, and analyze what you already have conversationally.

Actions

Don't just read your data — act on it. Send emails, update records, schedule follow-ups, generate documents, or trigger workflows directly from a conversation.

No migration required connects to what you already use
Controlled access scoped, narrow permissions by design
Recurring support not a one-time build and walk away

What this looks like in practice

Find me the top 75 Senior Software Engineers in our network that match this JD, ranked by location relative to Austin, experience, and recent Python + ML work.
Found 75 matches. Top 3: 1. Alex Chen — Austin, 8 yrs, led a Python-based fraud detection system with ML components (96% match). 2. Priya Nair — relocating to Austin, 6 yrs, recent NLP pipeline work (91% match). 3. Marcus Webb — San Antonio, 9 yrs, ML infrastructure lead (88% match). Full ranked list ready to export.
How did signups move after last week's pricing change, by geography, segment, and UTM source?
Overall signups dipped 8% the week of the change, but Enterprise segment signups grew 22%. Paid social (utm_source=paid-social) was the strongest channel, up 31%. Austin and NYC were the only metros with net growth.
Which crews have overlapping jobs next Tuesday?
Martinez and Diaz crews are both booked for 10am jobs Tuesday. Rodriguez crew is free 9am–1pm and 12 minutes from the second site — want me to reassign and notify the customer?

Illustrative example — not real client data.

You own it. You control it.

We build the connector — you own and control it. It runs under your own infrastructure, access can be revoked at any time, and there's no ongoing dependency on us to keep it working.

Common questions

Do I need technical staff to use this?

No — we handle the build and setup. Using it day-to-day is just asking questions in plain language.

Does my data get sent somewhere new?

No — the connector works with your existing systems in place; your data doesn't move to a new platform.

What if we already use [specific software]?

That's the point — we connect to what you already have rather than asking you to switch tools.

Get in touch about a project