AI product discovery services AI product discovery services

AI-powered product discovery services

Go to market faster with ITRex’s AI-driven product discovery services! We combine the creativity of expert UI/UX designers and software architects with the speed of Gen AI to validate ideas, define features, and build prototypes—at a fraction of the traditional cost.
AI product discovery services

Why use AI-powered product discovery services?

Before AI, product discovery could take anywhere from four weeks for simple tech solutions to six months for complex enterprise systems. Our product discovery company alters the equation. We use custom AI agents and advanced research and design tools to process market data, synthesize user interviews, and create prototypes in real time. ITRex will help you:
Cut the wait. We condense weeks of manual data collection and user interview synthesis into days. This gives you actionable insights and a competitive head start before your rivals even finish their kickoff.
Ditch the guesswork. We provide AI product discovery services to help you validate your differentiation and monetization strategies against actual market data. As a result, it is numbers (not assumptions!) that drive your product.
Visualize ideas on the go. We turn abstract product requirements into clickable prototypes during initial workshops. This way, you secure immediate stakeholder buy-in and fine-tune the UI/UX design instantly.
Avoid scope creep. We use product discovery AI tools to pinpoint what functionality your target users need the most, creating an MVP that incorporates only must-have features and doesn’t drain your budget.
Transform ideas into execution plans. We deliver a crystal-clear product roadmap that addresses technical feasibility, design, architecture, and costs upfront. That’s how you know your vision fits your budget and timeline.
Develop secure, compliant products. We first validate your concept against critical regulations such as the EU AI Act, GDPR, EAA, and HIPAA. Our AI product discovery process eliminates costly compliance pivots and safeguards your market entry.

What AI-backed product discovery services does ITRex offer?

ITRex blends engineering rigor and AI design expertise to help you get from concept to code faster. As part of our AI-driven software product discovery services, we confirm that your product is not only appealing to users but also technically and commercially viable.

AI-driven market & competitor analysis
Our product discovery team uses AI assistants to process massive amounts of public and insider data to determine your competitive advantage. We help you pinpoint untapped market opportunities, the optimum feature set for your product, and a winning monetization strategy.
AI-augmented user research & synthesis
ITRex's product discovery services involve synthesizing interview transcripts to identify JTBD and pain points. We use this data to generate accurate user personas, segmentation maps, and even digital twins of your target audience to simulate feedback before real-world testing.
Rapid prototyping & visualization
Using tools like Figma Make, Figma AI, and Cursor, our designers, BAs, and architects turn requirements into visuals ad hoc, often delivering raw prototypes during initial workshops. You get high-fidelity interactive prototypes, user flow visualizations, and dashboard mockups.
Technical feasibility & roadmap
Our senior software architects assess the tech stack, costs, and feasibility of your concept to prevent future bottlenecks. You walk away with a comprehensive product implementation roadmap, a technical feasibility report, and precise cost and timeline estimates.

What types of products do our discovery services cover?

ITRex specializes in product discovery services for complex, high-stakes solutions where errors are not an option. Our know-how covers several key segments, including but not limited to:
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Digital health & wellness

We create user-centered ecosystems that simplify administrative tasks, increase engagement, and support revenue objectives:

  • Scope: Revenue cycle management (RCM) platforms, learning management systems (LMSs), non-diagnostic telehealth solutions, and preventative wellness applications
  • Focus: Optimizing financial and administrative workflows while ensuring maximum usability and security for patients and providers
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Cyber-physical systems (IoT)

We bridge the physical and digital worlds through software product discovery services for connected ecosystems:

  • Scope: HMIs for machinery and consumer electronics, wearable companion apps, and control dashboards for industrial equipment
  • Key focus: Designing user-focused interfaces that effectively visualize sensor readings, supporting real-time monitoring and device management
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Manufacturing & supply chains

We offer dedicated discovery phase services for product development, laying the groundwork for smart manufacturing and supply chain solutions:

  • Scope: 3PL visibility portals, supply chain data platforms, quality management systems (QMS), and compliance audit software
  • Key focus: Visualizing massive datasets to achieve end-to-end visibility, streamline compliance audits, and maintain rigorous quality standards
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AI agents & copilots

We engineer autonomous, goal-oriented artificial intelligence assistants that move beyond simple chat to execute complex workflows:

  • Scope: Multi-agent systems with orchestration, RAG-based knowledge copilots, and autonomous agents for sales, support, and compliance
  • Key focus: Creating transparent, natural interaction designs that explain AI and Gen AI reasoning to build user trust and increase adoption
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Self-service analytics & BI

We help boil your structured and unstructured data down to meaningful insights, empowering teams to make smarter decisions without involving IT specialists:

  • Scope: Executive dashboards, natural language chat interfaces, predictive maintenance alerts, and custom BI platforms
  • Key focus: Moving beyond static charts to offer effective visualization and AI-native interactions for non-technical users

Intelligent automation & RegTech

We lead AI-powered product discovery for scrutiny-heavy industries, helping institutions reduce risk without disrupting operations:

  • Scope: Anti-money laundering (AML) agents, fraud detection interfaces, and automated compliance reporting tools
  • Key focus: Deploying intelligent digital workers for complex compliance data to minimize manual false positives and maintain rigorous audit trails

What product discovery projects have we completed so far?

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How does our AI-driven product discovery process unfold?

ITRex doesn’t just sell bot hours; we offer human expertise amplified by technology. Whether engaging in a rapid one-week sprint or an extended deep dive for enterprise systems, your dedicated product discovery team includes senior UI/UX designers, business analysts, and software architects working in tandem with powerful AI assistants.
1. Workshops & discovery

Collaborative sessions where we use generative AI to map opportunities and identify jobs to be done

2. Research & synthesis

Guided by humans, AI agents analyze your competition and market data and synthesize user interviews to nail the product gap

3. Prototyping & testing

Rapid creation of clickable prototypes using Figma AI, followed by validation simulations with target personas

4. Strategic roadmapping

Development of a detailed technical strategy, including a feasibility report, cost analysis, and architectural blueprint to ensure a viable path forward

5. Handoff & deliverables

Seamless transfer of all strategic assets—a Vision Scope document, clickable UI/UX prototypes, system architecture diagrams, and a prioritized product backlog

Product discovery FAQs

What is AI product discovery & how is it different from traditional methods?

Traditional product discovery is akin to reading a library book by book. By utilizing AI for product discovery, you can literally upload the entire library to your brain in seconds. Intelligent algorithms automate heavy-lifting tasks such as data analysis and research synthesis while also assisting humans with ad hoc UI/UX design prototyping. As a result, you’ll learn how your product should look and function (as well as what you need to make your idea a reality!) 80% faster.

Which AI tools for product discovery do you use?

We don’t just ask ChatGPT. We deploy a curated, professional stack of AI tools for product discovery tailored to each phase. For profound market research and live web analysis, we turn to Perplexity AI, Claude, Gemini, and ChatGPT Team. Next, we switch to Figma AI and Figma Make for rapid design generation and Cursor for high-speed code prototyping. This specialized toolset allows our AI product discovery team to move at a velocity that leaves traditional design agencies in the dust.

What are the AI product discovery best practices you follow?

AI product discovery best practices dictate that technology should amplify human intuition, not replace it. Our “human-in-the-loop” approach uses artificial intelligence to handle the grunt work—think processing data and recognizing patterns—while our senior strategists and designers make the final creative and business decisions. Thanks to this strategy, you move forward with the speed of a machine and the intelligence of a veteran consultant.

Which AI assistants streamline product discovery the most?

When clients ask, “Which AI assistants streamline product discovery?” we point to our custom agents and the best commercially available models. We employ specialized agents for in-depth competitor analysis, as well as generative AI models that excel at converting hours of user interview transcripts into detailed user personas and pain point maps. With these assistants, we can identify market gaps that could otherwise be overlooked due to human bias.

How do you ensure data privacy & avoid leaks when using Gen AI for proprietary discovery data?

Security is the linchpin of our AI-native product discovery services. We never feed your proprietary data into public AI or Gen AI tools. Instead, we employ enterprise-grade instances of AI models that do not train on your inputs (zero-retention policies). For highly sensitive projects, we use synthetic data—artificial datasets that mirror the statistical patterns of your real info without containing a single byte of actual user data. We also implement anonymization and local, self-hosted SLMs and LLMs for confidential software product discovery services. Your IP remains strictly yours, protected by NDA and reliable data hygiene protocols.

How much does an AI-powered product discovery engagement cost?

We believe in transparent investment. As a pragmatic product discovery company, we provide clear cost estimates based on the type of application you are building:

  • Mobile applications ($7k–$10k): A typical range for native and cross-platform apps and rapid MVP validation
  • Web apps & complex systems ($10k–$15k): A typical range for SaaS platforms, dashboards, and enterprise tools
What deliverables can I expect at the end of the product discovery phase?

You won’t just get a slide deck. No matter what type of product you’re aiming to build, you walk away with tangible assets ready for immediate development:

  • A validated roadmap aligned with your business goals
  • Interactive prototypes and clear visualizations
  • A thorough technical feasibility & cost assessment
  • A comprehensive market & competitor research report