Hire Krootl — an application development agency

AI-Assisted Development

Build better software faster with a senior engineering team augmented by AI.

We combine product discovery, spec-driven development, and experienced engineering oversight with AI tools. The result is faster prototyping, more valuable scope per sprint, and a clearer path from idea to launch without treating AI as an unchecked shortcut.

Benefits of an AI-augmented development team

Fast prototyping

Move from rough idea to visible product direction faster. We use AI-assisted discovery, rapid UI exploration, and interactive prototypes to validate flows. • Clickable prototypes and early screen flows for quicker stakeholder feedback. • Faster comparison of product directions before committing budget. • Clearer MVP definition based on what users need first.

Review prototype approach

Improved scope density

AI helps increase how much useful work fits each cycle while senior engineers focus on architecture, integrations, and edge cases. • More complete sprint output without lowering engineering standards. • Less time lost on repetitive development and documentation work. • Better prepared user stories, acceptance criteria, and implementation notes.

Increase sprint output

Accelerated delivery

A well-structured AI workflow reduces handoff friction across product, design, engineering, and QA. • Faster first release for MVPs and product experiments. • More predictable delivery through spec-first planning. • Continuous human review of generated code, tests, and documentation.

Speed up release planning

Senior engineering team accelerated by AI

AI empowers every role, but experienced specialists remain responsible for architecture, security, quality, and final delivery decisions.

Talk to a senior engineer

Spec-driven workflow

Before implementation, business goals become structured requirements, user stories, acceptance criteria, and technical assumptions that keep delivery predictable.

See the delivery workflow

Bring AI into delivery without losing control

Use AI where it creates measurable speed while keeping senior specialists accountable for planning, execution, testing, and release quality.

Discuss your project

Want to see how AI can improve your roadmap?

Share your product idea, backlog, or existing codebase. We will identify where AI-assisted delivery can safely reduce time, cost, and implementation friction.

Schedule a consultation

Our process

We use spec-driven development to streamline AI-assisted delivery and keep the result well documented, predictable, and easy to maintain.

1. Planning Discovery, estimation, and scope definition. • Product goals, user flows, and priority features. • Technical assumptions, integrations, and platform choices. • MVP scope, timeline, budget range, and milestones.

2. Design Interactive prototyping with fast feedback loops. • Wireframes and clickable prototypes for validation. • Design-system thinking from the start. • Early feedback before costly decisions are locked in.

3. Development AI-assisted implementation with senior engineering review. • Feature implementation supported by AI coding workflows. • Senior review for architecture, security, and performance. • Clean documentation and release-ready codebase.

4. Delivery and scaling Launch support, monitoring, and roadmap evolution. • Store submission and production release support. • Analytics, crash monitoring, and performance review. • Roadmap planning for scaling and conversion improvements.

Discover our projects

Personal Finance and Budgeting App

Fintech / PFM / Banking

Financial application that offers a wide range of features allowing users to take control of their finances.

Users can connect multiple banks and currencies, share balance with family, create goals and access the rich analytics.

Ordering System for Restaurants

Foodtech / Guest App / Online Ordering System

App that facilitates kitchen operations by allowing guests to place orders directly from their smartphones.

Application has both customer and waiter modules, as well as web admin panel allowing business owners to manage their operations.

Guided Meditation App

Wellness / Mindfulness / Meditation

A comprehensive Meditation App for fostering well-being, providing guided programs to enhance sleep, manage anxiety, and support personal growth.

Features include guided meditation, custom sounds, journaling, daily notifications and many more.

Case studies

See how similar delivery patterns work in real projects where speed, integrations, and scalability matter.

Mobile MVP from idea to release

From discovery and UX to implementation, testing, and launch support with structured planning and faster iteration.

View mobile app case study

Cross-platform product with complex integrations

Projects with API-heavy flows, localization, and performance constraints delivered with senior architecture oversight.

View product development case study

AI feature discovery and product modernization

Backlog restructuring, architecture audits, and implementation roadmaps for extending existing products safely.

View AI implementation case study

What our clients say

"Clients value AI-assisted delivery because they see progress earlier and make better product decisions with less waste."

Giulia Tornatore · CEO, Worderfood · 🇮🇹 Italy

"Clients value AI-assisted delivery because they see progress earlier and make better product decisions with less waste."

Giulia Tornatore · CEO, Worderfood · 🇮🇹 Italy

"Clients value AI-assisted delivery because they see progress earlier and make better product decisions with less waste."

Giulia Tornatore · CEO, Worderfood · 🇮🇹 Italy