JA Logic Labs is an independent software product studio that designs, builds, launches, and continuously improves specialized products across AI, mobile, B2B SaaS, augmented reality, 3D visualization, workflow automation, and predictive analytics.
Alongside our publicly released products, we pursue internal research, product incubation, technical prototypes, client collaborations, and new AI initiatives. The featured products on this site represent selected public releases — a portion of a broader, continuously evolving body of work.
Every product starts with understanding a real customer problem and validating the opportunity before a line of code is written. From there the work is deliberate and cross-functional — defining measurable outcomes, aligning design, engineering, and data, launching intentionally, and improving continuously through user feedback and product analytics.
The outcome is software measured by adoption and impact rather than feature count — and that philosophy runs through every stage of our product development process.
A full-stack product practice spanning strategy, design, engineering, data, and go-to-market.
Predictive models, generative workflows, intelligent product experiences, sentiment-informed analysis, and AI-enabled decision support.
Specialized digital platforms that transform complex operational processes into structured, scalable workflows.
Product experiences developed across iOS, Android, macOS, Windows, and web environments.
Interfaces and systems for viewing, configuring, rendering, presenting, and sharing three-dimensional product models.
AR-enabled experiences that connect digital products with physical environments, users, and purchasing decisions.
Historical datasets, machine-learning models, performance monitoring, market intelligence, and decision-support interfaces.
Evaluating opportunities, validating concepts, building prototypes, testing ideas, and transforming promising concepts into scalable software products.
Discovery, prioritization, roadmap development, requirements, launch planning, monetization, analytics, and iteration.
Cross-functional coordination across product, design, software engineering, data, AI, quality, operations, and go-to-market stakeholders.
Every product moves through the same evidence-driven path — a continuous loop rather than a one-way line.
Understand the user, workflow, market, business context, and underlying problem.
Test assumptions through research, prototypes, data, competitor analysis, and direct user feedback.
Translate validated needs into product strategy, requirements, priorities, architecture, and measurable outcomes.
Coordinate product, design, software engineering, data, AI, and quality efforts to deliver usable capabilities.
Prepare product positioning, distribution, monetization, operational readiness, analytics, and customer communication.
Evaluate adoption, engagement, quality, user feedback, product performance, and commercial results.
Continuously improve the product using evidence, evolving technology, and changing user needs.
Insights from each launch feed directly back into discovery.
Lead Product Manager
Jack Hillel is a product leader who has taken multiple software products from discovery through launch and continuous improvement.
He works across AI product development, technical product management, B2B SaaS, and mobile — pairing customer discovery and product strategy with hands-on technical delivery.
Across the JA Logic Labs portfolio, that work has shipped AI-powered market intelligence, augmented-reality visualization, 3D product workflows, parametric design systems, and subscription software — products that together have surpassed 100K+ combined downloads.
Editorial coverage, awards and recognition highlighting selected milestones across the JA Logic Labs portfolio.
JCK Magazine featured Jewelers' Assist and highlighted how JA Logic Labs is helping modernize jewelry production through software, visualization, workflow automation, and digital tools.