KERN/OPS
Independent developer
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Web development & automation Almaty / Worldwide

Workflowswith a pulse.

Web applications, clear dashboards and AI-assisted workflows. Designed around the way your team actually works.

Build focusWeb + AI
Interactive demos03
Interactive 3D study / drag to explore
AgentsAutomationsWeb systemsAPI architecture
The operating loop

From scattered signals to clean execution.

Back to signal
01

Listen

Capture signals from inboxes, forms, CRMs and APIs.

02

Think

Route, enrich and decide with focused AI agents.

03

Move

Update systems, notify people and close the loop.

Interactive system / choose a lane

02 — 05

One engine.Different pressure.

Explore three example workflow designs. Each shows where data enters, what happens next and where a person stays in control.

Lead routing / 00:11 cycle workflow example

A qualified lead never waits in a shared inbox.

TriggerWebsite inquiry received
01Enrich company
02Score opportunity
03Draft response
04Sync CRM
OutputOwner assigned + reply ready
Model statusReady to adapt
11 secdemo cycle
OpenAI Python TypeScript React Node.js PostgreSQL REST APIs Webhooks Cloudflare Playwright OpenAI Python TypeScript React Node.js PostgreSQL REST APIs Webhooks Cloudflare Playwright

Selected work / open the demos

03 — 05

Built to be explored.

Three independent projects, three everyday business problems. Open a demo and try the workflow. All use fictional data.

A/01Accounts payable

InvoiceFlow

Inspect invoice fields, reconcile totals and review exceptions. Follow a document from the sample queue to a recorded approval.

Review → approveRule-based invoice demo
Explore InvoiceFlow
A/02Customer support

SupportPilot

Move from a customer question to the right sample policy. Edit a draft, keep the conversation and resolve the ticket.

Context → replyPolicy-based support demo
Explore SupportPilot
A/03Change monitoring

SiteWatch

Explore sample website changes, compare before and after, and keep track of what has been reviewed.

Change → insightInteractive monitoring demo
Explore SiteWatch

Live scenario calculator

Measure the drag before you automate it.

Move the controls. This model estimates recoverable capacity at 72% automation coverage—useful for prioritising, never presented as a guarantee.

Illustrative model, adjustable to real process data.
Tasks each week320
Minutes per task8
Blended hourly cost$28
Capacity recovered / month133 hrs
Equivalent workdays16.6
Capacity value / month$3,724

How the work moves

No mystery box.
No endless discovery.

01

Find the friction

Map the repetitive decisions, handoffs and data gaps worth fixing.

02

Build the smallest loop

Ship one useful path end to end before expanding the surface area.

03

Pressure-test it

Handle failures, uncertainty, permissions and human approval explicitly.

04

Leave it understandable

Deliver clean interfaces, visible logs and a system someone can own.

Available for selected builds

Build somethinguseful.

Bring the messy process. We will turn it into a clear, testable system.

Start on Upwork