Services
MetalHatsCats builds workflow systems, structured knowledge assets, and AI-ready products for complex work.
We design systems, ship structured assets, and build practical implementation surfaces for teams that need clearer workflows, better retrieval, and discovery-ready publishing.
Workflow Systems
We help teams turn messy operational work into usable software, decision flows, and maintainable delivery systems.
Developer-Friendly
Strong fit for developers, product engineers, consultants, and operators who need working systems, not pitch decks.
Discovery-Ready
We also build the crawlable metadata, annotated datasets, and structured content needed to be found in search and AI discovery.
If you are evaluating us for workflow software, internal tooling, enterprise automation, AI-ready publishing, or developer-facing systems work, this page is the best starting point.
Best Fit
Teams with recurring operational friction, fragmented knowledge, clumsy change processes, or weak crawl/discovery surfaces.
What We Deliver
Working pages, datasets, product surfaces, annotated corpora, and implementation patterns that can be used in delivery, not just presented in slides.
What We Avoid
Broad strategy theatre without artifacts, AI features without guardrails, and content programs with no reusable structure behind them.
Core delivery lines
Built around services people actually search for
We added clearer service pages for website development, mobile apps, SAP delivery, and AI product work. They connect directly to the technologies and guides behind the work instead of acting like isolated brochure pages.
New technology index
Technologies now have their own landing pages
SAP, Flutter, Python, OpenAI, and Anthropic are now linked from a dedicated index so stack-specific discovery leads into the right service pages.
Open technologiesPrimary entry pages
Service pages
Web Development
We build fast, search-ready websites and web products with strong information architecture, structured metadata, and clean delivery constraints.
Mobile Apps
We build mobile products with clear flows, practical backends, and delivery setups that can survive real iteration instead of demo-only polish.
SAP Development
We work on SAP delivery where business process understanding, integration detail, and maintainable change execution matter more than slideware.
AI Development
We build AI features and AI-enabled products with a focus on retrieval quality, guardrails, workflow fit, and maintainable system boundaries.
Additional offers
More service experiments and offers
Launch a bold, fast website with Neubrutalism UI, AI-driven content workflows, machine-readable discovery surfaces, and clean technical SEO.
Publish your CV as open, machine-readable metadata on GitHub Pages — searchable by humans, AI crawlers, and agents.
Analyze your career question through multiple lenses — 36 Stratagems, CBT & GROW, and a Bias Check — to get a concrete next move.
Stack navigation
Technology pages linked into the service graph
SAP
SAP
We work with SAP in practical delivery contexts where process detail, integration understanding, and supporting tooling all matter.
Flutter
Flutter
We use Flutter when a product needs a strong mobile surface and one codebase is the pragmatic delivery tradeoff.
Python
Python
We use Python for content pipelines, backend services, AI integrations, structured data work, and delivery tooling.
OpenAI
OpenAI
We use OpenAI models and tooling for retrieval-aware features, assistants, content systems, and product workflows that need usable model behavior.
Anthropic
Anthropic
We use Anthropic models when they fit the reasoning style, workflow behavior, or operating profile a product needs.
Typical engagement outcomes
- • A workflow surface that clarifies decisions and next actions.
- • A structured knowledge layer that people and AI systems can actually reuse.
- • An annotated or metadata-rich corpus when the product or workflow depends on reusable text assets.
- • A product or dataset page that supports search visibility and recommendation-style discovery.
- • A cleaner implementation path for change analysis, retrieval, or operational automation.
Next step
If you already know the problem area, go deeper before contacting us.