See the rhythm
Observe a month to separate noise from real repetition.
PSDA / applied AI lab
Work for people.
Routine for agents.
A lab turning business processes into clear AI systems — with control, human decisions, and transparent economics.
01
Listen to the process
before we build
DEMO / LIVE PROCESS
INCOMING TASK“Sort new requests and call”
HUMAN REVIEWEDRoute assembled
ready for pilot
ready for pilot
bounded environment24k token cap process active
PSDA — LAB FOR REAL WORK● Webify● AI integration● Automation● Product engineering
01 / lab principle
You bring the
complexity.
We find the repeatable action worth giving to an agent — while keeping the outcome in your hands.
See the system ↘Count the cost
Every pilot runs in a bounded environment with token caps.
✓
Keep the choice
Recommendations pass through a person. The decision stays yours.
WEBIFY / YOUR AI WORKSPACE
Describe the task.
See the system.
Webify turns plain language into a working scenario: interface, integrations, and a safe first launch in one workspace.
Open Webify ↗“A new request arrived on the website”
01 / FINDNew requestwebsite form
→
02 / ASSEMBLEWebify agentcontext + rules
→
03 / HAND OFFCRMmanager task
02 / real scenarios
Your process
is already here.
Calls, team oversight, internal tasks, or a new product — choose an entry point and see how it becomes a working route.
01Call → CRMLive demo
Transcript · 00:42
CLIENTNeed to move the delivery date.
AGENTI found the nearest slot — shall I book it?
АСAlexey SmirnovNorthline · warm leadCRM
Lead captured automatically✓
Scenario / 01
Client and partner calls
An agent calls with an agreed script, hands off to a person when needed, and captures agreements in your CRM.
TEST DIRECTIONless manual work
03PILOT ECONOMICS
How much time returns to the team?
Choose a familiar scenario or make your own. We estimate the value of recovered time — we do not promise cash savings.
Where should we start?three common workflows
LIVE MODELall figures are illustrative
0120240 hrs / mo.
0 ₽2 500 ₽5 000 ₽
time valuesupporttokens
Potential value / month92,200 ₽
This estimates the value of team time, not guaranteed cash savings.
First month82,200 ₽− 10,000 ₽ installation
Configure expenses
Support is required and agreed separately. Tokens are separate and depend on usage.
Token caps are part of the pilot: they protect the budget from inefficient chains.
Agent installation10 000 ₽one time
Support inside organizationby agreementrequired monthly subscription
Tokens and infrastructureseparatedepends on usage
This model shows illustrative recovered time value. It is not a tariff, ROI, or promise of cash savings. Agent optimization is scoped separately.
03 / the path
Start with a
small radius.
Constraints protect the budget and reveal real value before scaling. Optimization by our team is scoped and priced separately.
01
Observe
Find repeatability and candidates where AI creates real value.
02
Bound
Launch a sandbox with token caps and a clear stop switch.
03
Decide
Optimize internally or hand the work to us.
04
Grow
Connect systems and support the agent with your team.
first conversation, no deck
Tell us where your team loses time.
One message is enough. Describe the process in your own words — we will ask precise questions and suggest the first step.
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