AI Systems Architect for Operations

Your operation already runs on systems. Most were never designed.

01 · THE PROBLEM

GLUE-01

Glue-work

Your best people spend their days re-typing data between tools that were never introduced to each other. That's not a staffing problem — it's a missing system.

SWVL-02

Swivel-chair operations

Order in one screen, status in a second, invoice in a third. Every swivel is a delay, an error budget, and a person who can never take a holiday.

PLOT-03

Pilot purgatory

The AI demo impressed everyone eight months ago. It still isn't in production, because demos are easy and systems are not.

One method. Four stages. No theater.

02 · THE METHOD

D-01

Diagnose

Two weeks inside your operation. Where the hours go, where the errors breed, what the real constraint is — which is never what the brief said.

Output: written findings,
quantified, with a verdict.

A-02

Architect

The target system on one page: components, flows, owners, failure modes. Boring technology chosen on purpose. Decisions documented with their reasoning.

Output: architecture +
build plan you could shop around.

B-03

Build

Shipped in slices, each one live in production before the next begins. Your team operates slice one while slice two is built. No big-bang cutover, ever.

Output: a running system,
documented and handed over.

R-04

Run

Monitored, maintained, evolved. The system earns its keep quarter after quarter — or you'll see exactly why in the numbers, because everything is measured.

Output: uptime, telemetry,
and a quarterly systems review.

Selected systems

03 · TRANSFORMATIONS, NOT PROJECTS

E-COMMERCE200+ FTE10 YEARS RUNNING

Unifying a 200+ employee e-commerce operation

A growing e-commerce company serving multiple European markets had disconnected systems — NetSuite ERP, PrestaShop webshop, invoicing, payment gateways — each drifting apart daily. I architected the end-to-end event-driven sync, built the finance core, and run the production infrastructure.

READ THE CASE STUDY →

200⁺

Employees supported

80⁺

Production servers

99.9^%

Uptime SLA

10^Y+

Client partnership

PRINT & PACKAGINGGLOBAL900+ INSTALLS

Global prepress automation, 900+ installations

Print and packaging companies worldwide need automated PDF preflight, correction, and production tracking. Deep callas pdfToolbox integrations eliminated manual prepress work across 900+ installations — years of reliable operation without spec-level regressions.

READ THE CASE STUDY →

900⁺

Installations

10^Y

In production

Spec regressions

24^/7

Automation

IOT & ACCESSFULL STACK14 MONTHS

Smart video doorbell & access control, from scratch

A hardware company needed a complete smart access platform: video doorbell with sub-second calling, NFC-based access, and a management dashboard. Outdoor, all-weather, patent-pending. One engineer owning the full stack — firmware to cloud to apps.

READ THE CASE STUDY →

<200^ms

Video latency

14^mo

Idea → shipping

99.9^%

Unlock success

Patent filed

Sinisa Devcic — founder & systems architect, DynConnect

04 · WHO YOU'RE DEALING WITH

You're not hiring an agency. You're hiring the person who builds it.

I've spent twenty-five years inside other people's operations — print floors, warehouses, hardware labs, e-commerce back offices. A hundred and thirty systems shipped to production across sixteen industries. The pattern never changes: the company isn't short on software, it's short on design.

I work alone, with your team. No account managers, no juniors learning on your budget. The person who diagnoses your operation is the person who architects the system, writes the code, and answers the phone when something breaks.

Sinisa Devcic

FOUNDER & SYSTEMS ARCHITECT, DYNCONNECT

Three ways in. One of them costs less than the problem costs you per week.

05 · ENGAGEMENTS

ENTRY · FIXED SCOPE

Systems Diagnostic

€4,500 · 2 WEEKS

Two weeks inside your operation. You get a written, quantified verdict on where the hours and errors actually go — and what to build first.

Process + systems inventory
Quantified findings report
Prioritized build plan
Yours to keep, or shop around

Book the diagnostic

CORE · PROJECT

Operational Rebuild

FROM €45,000 · 8–16 WEEKS

The full method: diagnose, architect, build. A production system shipped in slices, documented, and handed over to your team.

Architecture + decision record
Production system, shipped live
Team handover + documentation
30-day post-launch cover

Discuss a rebuild

ONGOING · RETAINER

Run & Evolve

FROM €3,000 / MONTH

Your systems, monitored and evolved. Telemetry reviewed monthly, improvements shipped quarterly, one phone number when it matters.

Monitoring + incident response
Quarterly systems review
Continuous small improvements
Priority access for new builds

Talk retainers

07 · START

No discovery calls. No proposals. A diagnostic, with a verdict.

Tell me about your operation. If it's a fit, we book the two-week diagnostic. If it isn't, I'll tell you that in the first email — and usually point you somewhere better.

info@dynconnect.com Not ready? Read the journal

STEP 01

You write

Three sentences about your operation and what's breaking. No forms longer than that deserve to exist.

STEP 02

I answer — with a verdict

Within two working days: fit or no fit, and why. No "let's hop on a call to explore synergies."

STEP 03

We diagnose

Two weeks, fixed price, written findings. Everything after that is your decision, made with real information.

I rebuild how companies run.

Your operation already runs on systems. Most were never designed.

Glue-work

Swivel-chair operations

Pilot purgatory

One method. Four stages. No theater.

Diagnose

Architect

Build

Run

Selected systems

Unifying a 200+ employee e-commerce operation

Global prepress automation, 900+ installations

Smart video doorbell & access control, from scratch

You're not hiring an agency. You're hiring the person who builds it.

Three ways in. One of them costs less than the problem costs you per week.

Systems Diagnostic

Operational Rebuild

Run & Evolve

Systems Journal

Why AI projects fail: Conway's Law and the context problem.

Using AI in production systems: a senior engineer's methodology.

Building an IoT product from scratch: BLE beacon to App Store in 12 months.

No discovery calls. No proposals. A diagnostic, with a verdict.

You write

I answer — with a verdict

We diagnose