JetSoftpro

Could we build Data from Star Trek today? 🤖

We already have some of the building blocks: multimodal models can process language, vision, and audio; AI agents can use tools and execute multi-step plans; retrieval systems and knowledge graphs can extend what a model knows.

Building Data would require these components to work as a persistent cognitive system.

The architecture would need long-term episodic and semantic memory, a continuously updated world model, planning across multiple time horizons, reasoning under uncertainty, and verification loops that check conclusions before actions are taken.

It would also need to preserve context and update its internal state as new information arrives without losing consistency over time.

This is one of the most interesting directions in AI systems engineering today: moving from models that respond to individual inputs toward systems that can maintain state, reason, plan, and learn from ongoing interaction.

How much of that architecture can we build today? We break Data down in the carousel. 👇

📍 Two days at IT Arena 2026, with AI taking a big part of the agenda.

Our CTO, Volodymyr Karpliuk, and Head of Recruitment and Partnership, Liudmyla Spilnyk, joined the event in Lviv to meet people across the tech industry, exchange perspectives, and follow the discussions on stage.

Much of the AI agenda focused on a familiar challenge: giving AI a real role in business workflows and enterprise systems. Once AI needs access to company data, APIs, and business logic, permissions, controls, and architecture become very practical concerns.

⚙️ We deal with these questions in our current AI and software engineering work at JetSoftPro. Architecture, integrations, data access, and system controls often determine how far an AI implementation can actually go in production.

It was good to see these engineering questions getting more attention at IT Arena and to exchange perspectives with others working on them. 🤝

Our US business trip starts in California! 🇺🇸

Over the next two days, our CEO, Serhiy Kharytonov, and Head of BDO, Olesia Prytulka, will be in Santa Ana and San Diego.

We're interested in meeting companies moving from isolated AI solutions to agents that work across their existing software. With 20+ years of experience building and modernising enterprise systems, we can help identify the architectural changes needed to make that happen.

We still have a few openings in our US schedule. Reach out to arrange a meeting. 🤝

Before you invest in an AI agent pilot, it’s worth knowing how much work your existing software may need to support it in production.

We put together 5 quick checks that can give you an early indication, from business logic and APIs to permissions and safe retries. ⚙️

Each takes about 30 seconds. Run them against your system before you scope the next AI project. 👇

Before investing in AI, you have to know **what your existing software can already support and what needs to change.** ⚙️

Imagine you want to add an AI agent that can check an order, update its status, and notify the customer.

For that to work, the agent needs reliable API access to order data, permission to perform specific write operations, and a way to trigger existing business logic without bypassing security rules.

If those capabilities already exist, much of the current system can stay. In other cases, the work may be concentrated around APIs, authentication and permissions, data access, or integration logic.

At JetSoftPro, we start with what the AI needs to do, map those actions to the existing architecture, and identify the technical gaps. 🔍

After 20+ years of building and modernizing software, we’ve seen how much further existing products can go when the right parts of the architecture evolve with them.

If you're considering AI for an existing product, let's talk. 👇
https://jetsoftpro.com/contact-us/

📢 We’re currently looking for a Middle MDM Administrator to join JetSoftPro and work on an enterprise device migration project.

It’s a hands-on role with a clear goal: move the environment safely, keep the process controlled, and make the transition as smooth as possible for the people using these devices every day.

We’ve shared more about the project and what the role involves in the carousel. 👇

If this sounds relevant to your experience, we’d be happy to receive your CV.

🔗 See the vacancy and apply: https://careers.jetsoftpro.com/vacancies/mdm-administration/

The more capable AI gets, the more real the problems around it become. 🤖

In September, we’re seeing models becoming harder to contain, data centers running into power limits, and AI coding tools changing the rules again.

In the latest JSP Newsletter, we look at what these shifts mean for companies building and scaling AI systems, and what teams should be designing for now. 👇

Let’s talk AI, technology, and business in person this September. 🇺🇸

JetSoftPro CEO Serhiy Kharytonov and Head of BDO Olesia Prytulka are coming to the US for a series of business meetings.

If you’re exploring AI opportunities, rethinking an existing software product, or preparing for the next stage of growth, we’d be glad to hear about your technology plans and priorities and discuss where an experienced engineering partner could support them. 🤝

With 20+ years in software development, we can bring relevant experience to the conversation, from complex product engineering and modernization to AI implementation and automation.

Interested in meeting while we’re in the US? Let’s find a time.
📩 Message us directly or fill out our contact form:
https://jetsoftpro.com/contact-us/

A new business season starts with the teams you build for it. 🤝

This September, we’re expanding JetSoftPro across three areas:

🎨 UI/UX Designer
Web and mobile product design, prototyping, and design systems.
https://careers.jetsoftpro.com/vacancies/junior-ui-ux-designer/

⚙️ MDM Administrator
Enterprise device management and migration to JAMF Pro and Microsoft Intune.
https://careers.jetsoftpro.com/vacancies/mdm-administration/

💻 Full-Stack Developer
Greenfield product development across React, TypeScript, Django, Node.js, and AWS.
https://careers.jetsoftpro.com/vacancies/middle-strong-full-stack-developer/

Full project details and requirements are available via the links.