No big migration, no expensive data team. Send your CRM, chats, calls and files as they are, messy is fine. We sort them out ourselves, put AI employees to work on your real clients and show you a report: extra revenue, hours saved and what it costs. Then we keep improving.
No cleanup sprint, no consultants, no new tools for the team. The data arrived the way it had always been — and that alone was enough to find the leak.
Their CRM said one thing, the messengers another, and calls were recordings nobody re-heard. We copied all of it — as it was — into their own Snowflake account and mapped every fact against the goal. The map's first finding: 3,646 lost deals with no recorded reason at all. Counted, priced, and tied to the exact gaps that had been hiding the answers.
From there the digital employees went to work on it: win-back drafts ready for the owner to send, a short list of missing reasons for the team to fill in, and a graded report of what fixing each gap could return.
All figures above come from a real pilot and are shown as they are. The company's name is withheld; nothing in this card is an estimate or a projection. The leak is 28.7M ₽, converted at ≈82 ₽ per $.
Moving a business to a new platform is a risk. The pilot exists to remove it: you see your own company working in the cloud, on your own numbers.
Each with a job, a mandate and real tasks already done on your data.
Every line graded: known from your data, a hypothesis to test, or hours saved.
A plain payback number, so you know if the move is worth it before you sign.
Familiar roles, filled by AI that already knows your clients, deals and prices. You talk to them like to a colleague: in chat, in plain words. Below are typical hires for the goal "more clients". Your team is picked from your own data.
Brings back clients who went quiet and pushes open deals to close.
Answers typical client questions, day and night, in your tone.
Looks after existing clients: repeat orders, renewals, upsell.
Answers questions about your numbers, and says when data is missing.
Keeps the owner on top of the business without ten reports.
Knows how things are done in your company and teaches new people.
Every digital employee separates what it knows from what it guesses, and stops to ask when a fact is missing. That's why you can let it work.
We help import your history and connect the apps your team already uses.
Sources, import history and permissions are confirmed for your pilot.
Discuss my data sources →Most AI sounds confident even when it's guessing. So owners end up checking everything, every night. Ours works the other way: it knows what it knows, says what it doesn't, and only acts where your data backs it up.
A quote from your chat, call or CRM record sits next to each claim. No source, no claim.
Each answer is split into known, conflicting and missing. Gaps are named, not papered over.
We score how well your data covers each area of the business. Each employee then gets a proposed level of autonomy from the areas it works in: act, draft or ask. You confirm it.
Every suggestion says how much money is at stake, the evidence, the most you could lose and when to check the result.
You approve or reject. Each decision is recorded with who made it and when. You can widen or narrow any mandate.
Your own Snowflake account, the access rights you give. Data doesn't leave to train anyone else's model.
Autonomy grows as your data improves. Fill a gap or settle a conflict, and the area's score goes up. Employees that work there move from asks to drafts to acts. You can always set it lower.
You always know what we need from you and what you get back at each step.
One call: more clients, fewer lost deals, less routine.
CRM, mail, chats, calls, files. Copied as is.
Every fact labelled against your goal.
Digital employees, each with a job and a mandate.
Real cases, drafts you check against reality.
Revenue, savings, cloud cost. Every line graded.
You decide hereA rough first look. The pilot replaces every assumption below with what your own data shows.
CRM, messengers and call recordings in one Snowflake account, mapped by goal. The team showed where revenue was lost and which facts were missing to win it back.
No. Bring it as it is. Sorting the mess and naming the gaps is part of the pilot.
Not during the pilot. Your CRM, mail and messengers keep working as before.
In the pilot, no: agents draft and you approve. After it, you set each mandate yourself.
In your own Snowflake account, under Snowflake's security and governance.
Then the report says so, and you keep the map of your business anyway.
No. You give access or exports. We set everything up, you work in a simple chat.
ChatGPT doesn't know your clients. These employees work on your own data and tell you when they don't know something.
One governed place for all your data, with AI built in. The team grows on it without a new project each time.
Snowflake for Startups partners: send us your startups. Each pilot moves a company into its own Snowflake account with agents running and a quantified case for the full contract.
Partner with FirnyTell us your goal. We'll come back with a pilot plan for your data.