AI operating layer

Your company’s daily work in one system, under human control.

Nothing is lost, answers are grounded in your own records, and every number names its source. The machine proposes; a person decides.

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What you buy

This is not ChatGPT. It is the operating layer around the work.

Knowledge base
Your company’s confirmed answers, each carrying the name of who confirmed it.
Chat AI
A member of staff asks; the answer comes from that base, with a citation per claim.
15 AI employees
Each with a role, permissions, prohibitions, a budget and a report.
Control
The owner sees what was done, what it cost, what was stopped and why.
Directions

Fifteen AI employees, each with its limits written down.

Support
Drafts answers from your knowledge base and escalates what it cannot ground.
Knowledge
Finds stale and contradicting documents and proposes the correction.
Sales
Qualifies an inbound lead and drafts the reply and the offer.
Marketing
Collects campaign results and flags deviations. It never edits an ad itself.
Operations
Runs the process step by step, watches deadlines, records deviations.
Projects
Collects tasks, sets due dates, shows what is late.
Quality
Reviews conversations against a checklist and collects the deviations.
Customer success
Notices falling activity and shows the risk before the client leaves.
HR
Drafts a vacancy description. It makes no decision about a person.
Finance
Compares plan against fact and flags the variance. It moves no money.
Contracts
Extracts dates and obligations from a document. It gives no legal opinion.
Compliance
Checks actions against the rules and points at missing evidence.
Procurement
Collects requests, compares terms, prepares the approval.
Internal help desk
Takes and routes staff requests. It grants no access.
Analytics
Explains a metric change and names the source of every number.
Channels

Which channel works, and which does not yet.

AVAILABLE · PILOT
Website widget
Installed on your site, runs in a controlled pilot.
NEEDS META SETUP
Instagram
Connected only after access for your account is configured in Meta.
PLANNED
WhatsApp
Requires a verified business account. Not claimed as a working channel.
PLANNED
Voice AI
The voice module is in development. Timing is discussed case by case.
Launch

Five steps to the first request handled in the system.

Knowledge base
Prices, schedule, rules, FAQs. A person confirms every answer.
Roles and limits
Who may do what, and how much may be spent a day — the owner decides.
Channel
The site domain is declared, the widget switched on, intake verified.
Test mode
The agent runs the full pipeline and every effect stays in the sandbox.
Go live
By a decision of two people. Daily report: spend, errors, requests.
Pricing

Subscription and implementation.

Prices are preliminary (decided 2026-09-10) and stated as ranges. The figure inside a range depends on the scope of work and is fixed in the contract.

Start
350 000 – 450 000 ₸ per month
Implementation: 1 000 000 – 1 500 000 ₸
AI employees: 3
Business
800 000 – 1 200 000 ₸ per month
Implementation: 2 500 000 – 4 000 000 ₸
AI employees: 15
Enterprise
1 500 000 – 2 500 000 ₸ per month
Implementation: 5 000 000 – 8 000 000 ₸
AI employees: 15
Enterprise + Voice
2 500 000 – 4 000 000 ₸ per month
Implementation: 8 000 000 – 12 000 000 ₸
AI employees: 15

A range is not a “from”: both bounds are stated.

Pilot: 4–6 weeks — 500 000 – 900 000 ₸. A paid pilot: a fixed term, a defined scope and measured results. Sold separately from the packages; what you pay for it counts towards the implementation fee.

Voice AI: what is capped

The voice channel is built and covered by tests; no real call has been made yet. Until that first call it does not count as a working channel.

What is capped:

  • Included conversation minutes per month — not decided
  • Phone numbers — not decided
  • Conversation scenarios — not decided
  • Branches — not decided
  • International telephony — not decided

Beyond the included volume: by contract, at the provider cost per minute. That cost per minute has not been measured.

Prices come from the registry. Online payment is not connected: an invoice is issued, nothing is charged automatically.

Security

Five properties you can check.

Tenant isolation
Every row belongs to one company; isolation is enforced in the database.
Immutable journal
Who did what, when and on what grounds — records are never deleted.
Second signature
An irreversible action requires a decision by two people.
Spend ceilings
A daily cap stops the run before the model is called, not after.
Emergency stop
Exists at the agent, company and platform level.
Limits

What the system does not do.

  • The AI moves no money, signs no contract, and makes no decision about a person.
  • File contents are not yet passed to the model: answers are built from confirmed records.
  • WhatsApp and the voice channel are not claimed as working channels.
  • No payment provider is connected: invoices are issued outside the system.
  • No medical, legal or investment advice is given.
Questions

The questions asked before the money.

Does the AI answer customers by itself?
No. It drafts; a person sends. That is a design decision, not a setting.
Where is my data kept?
Each company is isolated at the database level. An export is available at any time.
What does it cost per month?
Plans are below. Model spend is metered separately and capped daily.
What if it makes something up?
An ungrounded claim is not shown: every answer cites the record behind it.
How long is a pilot?
Four to six weeks. Week one measures the baseline; the end compares against it.
Do you guarantee savings?
No. We do not promise unmeasured savings — the pilot produces the number.
Request

Ask for a demonstration.

Intake is not connected yet. We will not draw a form that goes nowhere: a form that does not send is a lost request.