Discovery and opportunity mapping
Turn conversations, source material, and operational evidence into clear requirements, priorities, and opportunities.
Practical AI systems
Understand. Shape. Deliver.
We help organizations understand complex IT challenges, shape practical solutions, and deliver measurable results.
Services
From unclear opportunity to a system your team can use.
AI solution architecture
Design secure, practical systems and phased roadmaps that connect business goals to a buildable technical plan.
Workflow automation and implementation
Build production-minded workflows incrementally, with review points, source traceability, and human control.
Approach
A disciplined path from evidence to execution.
- 01
Understand
The people, the challenge, and the evidence behind how the work happens today.
- 02
Shape
The right practical solution, clear scope, and measurable delivery plan.
- 03
Deliver
The intended result in useful phases, with verification and people in control.
Organizations & products
Selected products and organizations I've worked with.
Hands-on product, engineering, and operational work across growing businesses and digital products.
Selected work
Practical systems, built close to the work.
Built · Regulated workflow automation
From PDFs and spreadsheets to an auditable, reviewer-approved calculation.
A fragmented document-and-spreadsheet process became a traceable workflow that separates AI-assisted fact extraction from deterministic calculation and human approval.
- AI extracts facts from source documents.
- A deterministic, versioned rules engine performs the calculation.
- Conclusions remain connected to evidence and governing rules.
- A reviewer approves the final result before it is used.
An anonymized case study using synthetic interface content and data.
01Documents
02Fact extraction
03Versioned rules
04Human review
05Auditable result
Wand Referrals
Multi-tenant Shopify referral infrastructure with explainable attribution, commissions, guarded payouts, affiliate experiences, and migration tooling.
Moyal Discovery Portal
Secure client discovery, evidence collection, collaboration, requirements packets, and implementation planning in one traceable workspace.
Commerce product systems
Haro Health storefront and asset workflows alongside Good Knobs compatibility intelligence and product-content systems.
Products & experiments
Useful ideas, with their maturity stated plainly.
A small selection of working tools and governed concepts that show how I move from source material to something people can use.
Good Knobs Product Content Toolkit
Structured compatibility research and marketplace-ready product content built from accurate source material.
Haro Commerce Asset Pipeline
A repeatable workflow for storefront localization, campaign assets, product media, and marketplace operations.
Source-Grounded Solution Planner
A governed AI workflow that turns discovery evidence into cited requirements, architecture, phased roadmaps, and implementation briefs.
Meet Gilad
Close to the work. Serious about how it gets built.
Hi, I'm Gilad (pronounced Ghee-lad). I'm an AI product engineer and product leader with more than 11 years of experience turning complicated enterprise workflows into software people can actually use.
My work has crossed banking, payments, healthcare, insurance, analytics, consulting, and startups. I like sitting close to the people doing the work, mapping what really happens, and bridging product, UX, and engineering from discovery to a secure, production-minded solution.
Modern AI-assisted development helps me shorten the path from an idea to a working system—without skipping guardrails, testing, source traceability, or human judgment.
Connect with Gilad on LinkedIn- Hands-on discovery
- Production-minded engineering
- Human control over consequential actions
- Clear requirements and source traceability
- Secure, phased delivery
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