Applied AI and product engineering

Turn a Difficult Idea into
a Working, Inspectable System

Custom AI systems, MCP servers, browser tools, automations, and web applications—scoped around clear evidence, acceptance criteria, and maintainable source.

Start Your Project - Free Quote

Requirements, timeline, ownership, and price agreed in writing

269 public tool pages Public source where available Explicit ownership terms
269
Public Tool Pages
131
Technical Guides
358
Soul MCP Tests
23
Soul MCP Tools
100%
Scope in Writing
Capabilities & Project Scope

Clear Scope. Verifiable Delivery.

Every engagement starts with requirements, acceptance criteria, a timeline, ownership terms, and a written quote.

Browser-Based Tool

Scoped after requirements review

Calculators, converters, generators, editors. Runs in the browser -- zero hosting costs for you.

  • Client-side, no backend
  • Custom UI to match your brand
  • Embeddable on any site
  • Zero ongoing costs
Lowest Price Get Tool Quote

AI Chatbot

Scoped after data and risk review

A scoped assistant with a defined role, approved business context, retrieval boundaries, and a clear escalation path.

  • Custom personality
  • Grounded in approved content
  • Embeddable widget
  • Context-aware responses
Premium Get Chatbot Quote

Data Automation

Scoped after workflow review

Stop doing repetitive data work manually. Automate scraping, processing, and reporting.

  • Web scraping scripts
  • Data cleaning pipelines
  • Automated reports
  • Scheduled or on-demand
High ROI Get Automation Quote

Content Pack (10 Articles)

Scoped after editorial review

10 SEO-optimized articles ready to publish. Drive organic traffic to your site within weeks.

  • 10 long-form articles
  • SEO-optimized structure
  • Targeted keywords
  • Ready-to-publish HTML
Quick Win Get Content Quote

Full Web Application

Scoped after architecture review

The complete package. Database, auth, dashboard, user-facing UI. Production-ready and deployed.

  • Full-stack application
  • Database + Auth
  • Admin dashboard
  • Deployed + documented
Enterprise Get App Quote

Not sure which service you need? Describe your idea and get a recommendation with your quote.

Describe Your Idea - Get a Recommendation
How It Works

Idea to Deployed in 4 Steps

No calls. No meetings. No scope creep. One email starts the process.

1

Email Your Idea

Describe what you need in plain English. A paragraph is enough. Attach screenshots or examples if you have them.

2

Agree on the Scope

Define the deliverables, acceptance criteria, ownership, timeline, dependencies, and price before implementation begins.

3

Review Working Evidence

Inspect the implementation through a repository, test output, package, staging build, or another artifact appropriate to the project.

4

Accept and Hand Off

Verify the agreed criteria, resolve documented gaps, and complete deployment, documentation, and source handoff.

Why Christian

Public Evidence Behind the Work

Start by inspecting shipped tools, technical writing, open-source repositories, tests, and release artifacts.

AI-Assisted Execution

Research, implementation, and verification can move quickly while scope, tradeoffs, and acceptance remain explicit.

Inspectable Track Record

269 public tool pages, 131 technical guides, and tested open-source systems provide concrete evidence before a project starts.

Direct Collaboration

You work directly with Christian on requirements, decisions, implementation evidence, and handoff.

You Own Every Line of Code

No vendor lock-in. No monthly fees. No proprietary frameworks. Clean, commented code that any developer can maintain. It is fully yours.

Evidence at Each Milestone

Milestones can be tied to repositories, tests, packages, or preview builds so progress is concrete and reviewable.

Modern Tech Stack

HTML5, CSS3, JavaScript, Node.js, Python, Supabase, Firebase, Vercel, Netlify. The best technology for your specific project.

The Scope-First Commitment

No vague promises: the written scope defines what will be built, how it will be verified, what you receive, and which dependencies remain external.

Verifiable acceptance criteria Explicit ownership and license Documented dependencies
FAQ

Common Questions

Everything you need to know before starting your project.

Requirements, acceptance criteria, ownership, dependencies, timeline, and price are agreed in writing. The size and risk of the system determine the delivery plan.
Yes. NexTool, Soul MCP, ANIMA, public release artifacts, and 131 technical guides provide concrete examples before a project conversation.
Changes are compared with the written scope. Gaps against agreed acceptance criteria are corrected; new requirements are estimated and added explicitly.
Ownership, licensing, third-party dependencies, and source-code handoff are stated explicitly in the written scope. Custom builds can include full source handoff.
HTML5, CSS3, vanilla JavaScript for most projects. For full-stack apps: Node.js or Python backend, Supabase or Firebase for database and auth, deployed on Vercel, Netlify, or GitHub Pages. The stack is chosen to fit your specific project needs, not a one-size-fits-all framework.
AI-assisted systems accelerate research, implementation, and verification. Christian Bucher remains responsible for requirements, judgment, quality, and delivery.
Price, milestones, invoicing, and payment method are defined in the written quote before implementation begins.
Maintenance can be scoped separately with explicit response expectations, supported environments, and dependency boundaries.

Ready to Get Your Project Built?

Describe the problem, intended users, constraints, examples, and desired outcome. The next step is a written project scope.

Start Your Project Now
Written scope Verifiable milestones Explicit handoff