IT Flow AI is a founder-led boutique AI product studio building AI-driven SaaS platforms and automation systems — from MVP to production.
We’re CTO-led by design: the founder stays hands-on with architecture, critical implementation, and key decisions, so delivery stays calm, communication stays clear, and quality stays predictable. We intentionally keep capacity limited and work with a small, senior team to avoid “assembly line” outsourcing.
What we build
AI SaaS products that work on real data (not demos): onboarding, roles/RBAC, admin flows, analytics, integrations, and production readiness
Automation systems that remove manual work and make decisions repeatable (data → score → action)
LLM/RAG search and knowledge workflows with ingestion, guardrails, citations, and evaluation
Workflow-based agents (sometimes voice-first) where the value is the process, not the chat UI
Scoring and decision engines with explainability and predictable behavior in production
How we work
Fixed milestones with clear scope and acceptance criteria — you pay for outcomes, not hours
Predictable cadence: typically one weekly sync + async updates
Transparent change handling: if scope changes, you immediately see the impact on timeline and budget
AI DevelopmentCustom Software DevelopmentWeb Development
$10,000 to $49,999
Oct. 2025 - Ongoing
5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
"IT Flow AI was fantastic in all aspects of the project."
Mar 8, 2026
Director & Founder, Aidtrade.ai
Dmitri Dalla-Riva
Verified
Business services
Melbourne, Australia
1-10 Employees
Online Review
Verified
IT Flow AI has developed an AI-powered widget for a trade estimate platform. The team has created a React/TypeScript customer dashboard and admin panel, implemented a PostgreSQL backend, and built a widget.
IT Flow AI has reduced the time to generate the client's estimate from 24–48 hours to under 30 seconds. The team has delivered the project on time and was always available via virtual calls and Slack. The client praises IT Flow AI's ability to solve difficult estimate calculation logic.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the Director & Founder of Aidtrade.ai
Describe what your company does in a single sentence.
Aidtrade is an AI-powered instant estimate platform for trade/service businesses that lets them embed a branded widget on their website to collect leads and generate real-time price estimates with clear breakdowns.
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire IT Flow AI to accomplish?
Build an AI-powered instant estimate widget that trade businesses can embed on their websites to capture and qualify leads 24/7.
Automate the quoting process for service-based businesses, reducing response time from days to seconds.
Create a self-service SaaS platform where tradespeople can onboard, customise their estimator, and manage leads without technical knowledge.
SOLUTION
How did you find IT Flow AI?
LinkedIn
Why did you select IT Flow AI over others?
High ratings
Pricing fit our budget
Good value for cost
Company values aligned
How many teammates from IT Flow AI were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
Built a production-ready, multi-tenant “Instant Estimate” SaaS from scratch. Delivered a React/TypeScript customer dashboard + admin panel (form builder, lead/estimate history, branding, and Stripe subscriptions). Implemented a PostgreSQL backend with row-level security and serverless functions for AI-driven estimate calculation with real-time streaming updates, file upload + extraction (inventory/materials/historical quotes), and automated email notifications. Shipped an embeddable, branded widget with multi-step dynamic forms and conditional logic; added photo upload with vision-assisted analysis to improve estimate accuracy and recommendations. Included configurable pricing rules (markup, taxes/GST, travel fees), usage analytics, and production-focused reliability/performance optimizations.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
1. Estimate generation time reduced from 24-48 hours (manual quoting) to under 30 seconds with AI-powered calculation.
2. End-to-end customer onboarding flow completed in under 10 minutes — from sign-up to live embeddable widget.
3. Supports multi-industry configuration (electrical, plumbing, HVAC, flooring, fencing) with dynamic form generation and industry-specific pricing logic.
4. The developed application already has its first users who are paying for the service.
Describe their project management. Did they deliver items on time? How did they respond to your needs?
IT Flow AI delivered the project on time, and were always readily available via virtual calls or Slack/email to discuss and progress the project.
What was your primary form of communication with IT Flow AI?
Virtual Meeting
Email or Messaging App
What did you find most impressive or unique about this company?
IT Flow AI was fantastic in all aspects of the project. From my end, I'd say their ability to solve difficult estimate calculation logic for specific industries and services for our estimator was their uniqueness.
Are there any areas for improvement or something IT Flow AI could have done differently?
There was nothing that they could improve on. I'd say overall I'm very happy!
RATINGS
5.0
"Great work and clear/frequent communication"
Quality
5.0
Service & Deliverables
"Great quality and on-time delivery"
Schedule
5.0
On time / deadlines
"Always on time for meetings and consistently met deadlines"
Cost
5.0
Value / within estimates
"Very strong value for the quality of work and service"
Willing to Refer
5.0
NPS
"I have and will continue to recommend IT Flow AI to different companies who need a dedicated and hardworking AI developer!
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1 Reviews
Our Story
I’m Ilya — founder, CEO & CTO of IT Flow AI. I came to Warsaw in 2020 to study and stayed. I hold two Master’s degrees (AI and Data Science) and I’m preparing to pursue a PhD in AI in the US.
In 2023 I formed a small, well-coordinated team in Poland. We work milestone-based with clear acceptance criteria and a calm cadence — scope, timeline, and budget are agreed upfront before each milestone starts.
I personally lead every project end-to-end and communicate directly with clients.
Meet the Team
Ilya PrudnikauFounder, CEO & CTO
Founder, CEO & CTO at IT Flow AI. Hands-on AI architect and senior Python engineer with two Master’s degrees in AI and Data Science. Planning a PhD in AI in the US. CTO-led delivery of AI SaaS and automation from MVP to production.
Zmitser Hryhor'eŭHead of Growth & Business
Co-founder & Head of Growth at IT Flow AI. For over 20 years, I’ve been involved in marketing and sales, launching and growing businesses — both my own and those of my clients and partners.
What Sets Us Apart
CTO-Led, Founder-Owned Delivery
Founder leads architecture, critical implementation, and key decisions. You communicate directly with the decision-maker and get one accountable owner — fewer handoffs, faster decisions, and predictable delivery quality.
Milestones + Clear Acceptance Criteria
We don’t sell hours. We define “done” upfront, ship in fixed milestones, and keep scope/time/budget transparent before each milestone starts. Changes follow a simple change process with explicit impact.
Production-First AI, Not Demo-First
We build AI SaaS and automation that works on real data: monitoring/logging baseline, reliability, security hygiene, and clean handover (docs + runbook + deployment notes). The goal is a system you can operate and scale.
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