AI transformation,
engineered to last.
We help organizations turn AI experiments into dependable systems that keep working.
Current focus
- AI Transformation
- Turning AI pilots and scattered tool use into dependable systems that fit how your business runs.
- Custom Software & Automation
- Applications, integrations and internal tools that remove manual work and connect the systems you already use.
- Fractional CTO
- Part-time senior technical leadership for architecture, vendors, AI governance and team direction.
What We Do
We design and build software for the AI era: automation, integrations and applications that support your core operations and stay maintainable as needs and technologies evolve.
Applications & Cloud Systems
New features, APIs, background services and multi-tenant applications, usually on Azure, built with logging, diagnostics and AI integration from the start.
Automation & Internal Tools
Internal tools, AI assistants and integrations that cut manual work and connect the systems your team depends on.
Secure Data Handling & Lifecycle
How data is collected, enriched, indexed for search or RAG, accessed and eventually retired, with practical safeguards at each step.
Fixed-Scope Engagements
AI Opportunity Assessment
From $7,500 • about 2 weeks
We map your workflows, identify the 3 to 5 highest-value AI and automation opportunities, and deliver a ranked roadmap with effort and expected return. The fee is credited toward an AI Automation Build started within 60 days.
AI Automation Build
From $25,000
We implement the top opportunities as production systems, with logging, monitoring and long-term maintainability.
Fractional AI / CTO Leadership
Monthly retainer, scoped to need
Ongoing technical leadership, AI governance, tool and vendor evaluation, and guidance for your team.
Who GI is Right For
We're a good fit for decision-makers who want senior-level thinking and hands-on implementation in the same place, especially where there's a concrete problem to solve.
Operations and Business Leaders
You lead a growing organization, your team has tried AI tools, and you need them to work dependably in daily operations.
Leaders with Clear Pain Points
You know what's slowing your team down (manual workflows, brittle scripts, patchy code or missing tooling) and you'd like a pragmatic partner to help turn that into something robust.
Selective Bespoke Work
Most engagements start with an AI Opportunity Assessment, from $7,500. Build work typically starts at $25K.
Work is scoped to align effort with the right problems from the outset.
About Grayczyk Innovations
Grayczyk Innovations (GI) is a small, veteran-owned engineering studio that has been designing and building custom solutions since 1999. Over that time, we've supported clients ranging from small teams to large multinational organizations.
Today our work centers on AI transformation: moving organizations from AI experiments to automation and dependable systems, with the monitoring and maintainability to keep them running.
We also build our own AI-native software using the same engineering approach we bring to client work.
Start a conversation
Whether you're scoping a project, evaluating a potential partnership, or checking if an idea is feasible, a short, straightforward conversation is usually the best place to start.
- • Best for: concrete goals or pain points, even if the solution is still open-ended
- • Expect: candid feedback, realistic scope, and trade-offs called out up front