Architect
One principal designs the entire system — schema, app, agents, dashboards. No PMs translating, no offshore guessing.
ENGAGEMENT · PRINCIPAL-LED
AI-NATIVE OPERATING SYSTEMS · BUILT FOR OPERATORS
The operating system your organization should be running on.
IVANKODEV designs, installs, and operates the AI-native software layer your organization runs on — from a one-person studio to a public enterprise. Engineered by one principal architect, shipped to production in 90 days, owned by you forever.
Jobs routed today
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▲ on schedule
Quotes generated
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▲ 6 in queue
Avg quote turnaround
0min
▼ from 3 days
Uptime
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30-day rolling
Throughput · 14 days▲ 18%
JOB-2291Routed to Bay 3 · install crew assigned09:41
QUOTE-844Auto-drafted · sent for approval09:39
LEAD-512Captured from web · qualified09:36
The model
Architect. Install. Operate. Sovereign.
One doctrine, four commitments. Each one is a thing we put our name on — not a phase we bill against.
Install
Production software in 90 days, owned and exportable by you. We do not deliver decks. We install operating systems.
DELIVERY · 90 DAYS TO PRODUCTION
Operate
An optional monthly retainer keeps the OS evolving with the business — roadmap, ship cadence, observability, direct line.
CADENCE · MONTHLY OPERATOR REVIEW
Sovereign
Private hosting. Client-owned cloud. Local-LLM option for sensitive workloads. Your data never trains a model that isn’t yours.
POSTURE · YOUR DATA, YOUR NETWORK
The engagement
The IVANKODEV System
How the work actually flows, from first conversation to a system your team runs without us.
STEP 01
Diagnostic
Two weeks. We audit your stack, map the automation opportunity, and write the 90-day build plan.
STEP 02
Design
We model your business in its own vocabulary — entities, stage gates, customer types, the work as you run it.
STEP 03
Install
Production software in your cloud. App, integrations, AI agents, dashboards, documentation, and team training.
STEP 04
Operate
Monthly cadence keeps it alive: executive alignment, department activation, an implementation sprint, reporting.
Anchor case study
JOSH OS — the operating system for an upfit shop that ships.
Capital Upfitters ran nine tools and a spreadsheet. We replaced the seams with one AI-native operating system handling leads, quotes, jobs, routing, and marketing.
[METRIC]
Lead-to-quote time, before vs. after needs sign-off
[METRIC]
Quote-to-close rate change needs sign-off
[METRIC]
Jobs/week throughput gain needs sign-off
[PLACEHOLDER QUOTE — needs Capital Upfitters sign-off]— Principal, Capital UpfittersRead the full case study
Engagements
Five ways to put us on the keyboard
Fixed-fee, ranges published. You know exactly what you are buying before the first call.
01
Operator Diagnostic
A written architecture brief and 90-day build plan. 02OS Install
A production AI-native operating system, owned by you. 03Operator Retainer
Monthly cadence, one feature ship, direct line. 04Vertical Module
A drop-in module on an existing operating system. 05Architect-on-Retainer
Fractional principal engineer for one client at a time.
Trust posture
Built on solid ground
Cybersecurity is not a feature we add at the end. It is the architecture decision we make first.
Private server hosting
Your system runs on isolated infrastructure — private servers, your cloud accounts, your network perimeter. Never shared tenancy.
Local-LLM option
For sensitive workloads — quotes, contracts, customer data — we deploy on-premise language models so inference never leaves your network.
Data sovereignty
You own the code, the data, and the exports. We never train models on your traffic. SOC 2 Type I targeted for 2027.
Hardened access
SSO, MFA, scoped roles, audit-ready logs. Mutual NDA and $2M E&O coverage in force from day one.
Notes
Field notes from production
Operational writing for people who run the work, not people who sell the hype.
What an AI-native upfit shop actually looks like in 2026
Not robots. A single operating layer where leads, quotes, jobs, and routing finally speak the same language.
Read the noteThe nine tools every operations team uses — and the one layer that replaces them
An honest inventory of the stack you are paying for, and what it costs you in the seams between tools.
Read the noteWhy most “AI for trades” pilots die in week six
The failure is rarely the model. It is the absence of a system for the model to live inside.
Read the note
Before you sign
The questions operators ask
Any organization that needs a real software backbone, not another SaaS tab. We have shipped systems for one-person studios, mid-market operators, and enterprise teams. The architecture changes with scale — the doctrine does not. Our deepest pattern recognition is in operations-heavy industries: vehicle upfit, fleet, fabrication, specialty contracting, HVAC, electrical, restoration, MEP — but the system installs equally well in professional services, e-commerce ops, healthcare admin, logistics, and regulated SMB.
Marketing-site shoppers and discovery-theater buyers. If you want a brochure or a slide deck about AI strategy, we are the wrong studio. We ship production software.
Agencies sell hours. We sell a finished operating system — fixed-fee, in 90 days, with the principal architect on every line of code. No PMs, no offshore handoff, no discovery theater.
SaaS is generic by design. We build around your terminology, your workflows, your stage gates, your customer types — “upfit jobs,” “DOT inspections,” “lien waivers,” not someone else’s abstractions.
You do. Every engagement transfers the full repository, schema, runbook, and exportable data at close. We do not lock you in. The system runs in your cloud accounts, not ours.
Your data lives in your environment. Your system runs in your cloud accounts — Vercel, Supabase, AWS, your choice. We never train models on your traffic. SOC 2 Type I is on the 2027 roadmap.
Production OS in 10–14 weeks from kickoff. Diagnostic in 2 weeks. A drop-in vertical module in 4–6 weeks.
You can self-operate, or retain us monthly for the Operator cadence — roadmap, ship cadence, observability, and a direct line to the architect.
