How AGA-Agents works — system diagram

↔ Drag the diagram sideways; the − and + buttons below zoom in.

AGA loop — 7 steps

• 01 Connects sources
• 02 Watches
• 03 Finds drift
• 04 Gathers proof
• 05 Sets action
• 06 Checks result
• 07 Saves context

Trust rules

• AGA says “suspicious event,” not “guilty”: one frame is not a verdict
• Every change passes the Fix door: tests and gates, then Dozor checks a day and a week later
• Shepherd sets tasks for venue staff and closes them only on photo proof
• Start with one problem: risk → cycle → expansion

Data flow

• In: each source goes its own way to its module, nothing needs replacing
• Inside each module are its functions: each solves one problem and passes facts to AI control
• AI models, the database and decision memory sit in one core
• Out: cabinet, message, task, command, report, purchase

The outcome: the VENOM cabinet

Live pages of the cabinet of our VENOM Cyber Zone network — what the owner and managers see every day. Staff names are hidden. Click a shot to open it large.

Competitor analysis: Live load and seating of neighbouring clubs against ours, now and over the week. — Competitor analysisLive load and seating of neighbouring clubs against ours, now and over the week.

Maps and reviewsYandex Business per club: profile visits, calls, routes, unanswered reviews.

SMM: our own plan: Where every news item went out: site, VK, Telegram, club TVs, Langame, maps. — SMM: our own planWhere every news item went out: site, VK, Telegram, club TVs, Langame, maps.

Community: Which players are online now, club activity, ratings and records. — CommunityWhich players are online now, club activity, ratings and records.

Speech at the till: How many offers the admins made and how many became a purchase. — Speech at the tillHow many offers the admins made and how many became a purchase.

PC load: Busy now, hours today, peak and empty hours for every club. — PC loadBusy now, hours today, peak and empty hours for every club.

Smart venue: Lights, sockets and air conditioners: state, automation, savings in roubles. — Smart venueLights, sockets and air conditioners: state, automation, savings in roubles.

Payroll: Who gets paid how much for the period and which shifts are disputed. — PayrollWho gets paid how much for the period and which shifts are disputed.

Hiring: The funnel from response to first shift, Avito responses per club. — HiringThe funnel from response to first shift, Avito responses per club.

Honour board: Shift leader, bar king and revenue places in real time. — Honour boardShift leader, bar king and revenue places in real time.

Event card: Video recorder: camera frames by zone, events and their status. — Event cardVideo recorder: camera frames by zone, events and their status.

Mailings: What went to Telegram and to whom: cards, reports, reminders. — MailingsWhat went to Telegram and to whom: cards, reports, reminders.

Finance: Revenue, costs and margin per club, charts over a period. — FinanceRevenue, costs and margin per club, charts over a period.

Club PC matrix: Every club machine: busy, free, overheating, down. — Club PC matrixEvery club machine: busy, free, overheating, down.

Inbox: One inbox: guest and admin messages from every channel. — InboxOne inbox: guest and admin messages from every channel.

Club TVs: Links for the TVs in the clubs and what is playing on them. — Club TVsLinks for the TVs in the clubs and what is playing on them.

Clients: Network guests: LTV, deposits, dormant whales, who to message. — ClientsNetwork guests: LTV, deposits, dormant whales, who to message.

Products: Goods bought and sold per club: stock, dynamics, what to order. — ProductsGoods bought and sold per club: stock, dynamics, what to order.

Tasks: The Jira sprint: in progress, done, waiting. — TasksThe Jira sprint: in progress, done, waiting.

Photo reports: Admins' photo reports from Telegram: remarks, re-dos and report quality per club. — Photo reportsAdmins' photo reports from Telegram: remarks, re-dos and report quality per club.