AI agent teams for small businesses
I set up an AI agent team for a workflow that takes up your time today. The right assistants and tools connect the steps, with clear approvals and a practical handover.
Delivered own project · 27 October 2026
From task definition through AI-assisted implementation and testing to a verified release. My role: product design, coordination and review.
Evidence of delivery on my own project; not a paid client case or an autonomous business.
Explore the website work →
Documented single test · 27 April 2026
A simulated Telegram input passed through a local route, n8n and OpenAI. The result was a content draft for human review.
Tested locally at that time: not evidence of a client account, current continuous operation or revenue. Private names, content and logs remain protected.
Appropriate roles, prompts and agreed tool connections, from input to a usable result.
Normal cases, missing inputs, errors and approvals are checked with agreed examples. You can see when intervention is needed.
Practical instructions, transferable configuration and an agreed stop and correction process.
Website, content and marketing work can be modules of the agreed workflow. We start with one specific bottleneck.
From an idea to a usable handover
You describe the bottleneck. I clarify the outcome, existing systems, access and acceptance.
I implement the agreed workflow. You provide permitted examples and review the result with me.
I document the setup. You retain control and know how corrections and operation are handled.
Own-project work and prototypes, each with its actual status and clear limits.
AI Product Proof
A local demo makes sources, conflicts and missing evidence visible.
Boundary: It is not a production assistant and does not include a generative model integration.
Knowledge Product
This website connects free texts, books and research through paths for different interests.
Boundary: The system is a publication and knowledge product. Scientific, health and commercial claims remain bounded and require careful source review.
Workflow Product
The prototype asks for missing details and prepares a report for review.
Boundary: This is not an autonomous service system and has no external validation yet.
You have a recurring digital task, existing information and a responsible person who can approve the result.
We agree a fixed setup price after assessing scope and effort. Support, provider and model costs are stated separately.
We use suitable existing systems and permitted data. A few sentences without confidential documents are enough for the first enquiry.
We define approvals, intervention and acceptance for the agreed workflow. Full autonomy, revenue and time savings are not guaranteed.
Training and practical instructions are included. Further support is agreed only for work you actually need.
Website care & technical security maintenance
For your new or existing website: a focused review, agreed improvements and a handover you can work with. Ongoing care can be arranged to suit the site.
Review known security advisories, test suitable updates and check important visitor journeys. Receive a clear account of completed work and remaining issues.
Keep forms focused, load external content deliberately and match consent to the feature. Data flows and required provider agreements are clarified before use.
Access, responsibilities and recovery belong in the handover. Ongoing care has an agreed system scope, schedule, budget and response times, so you know who handles what.
The deliverable is documented technical work. Legal review, independent penetration tests and 24/7 incident coverage are separate services. Privacy decisions and approvals are agreed with the responsible operator.
The next step
What repeats? Where does it get stuck? What should the result be?
A non-binding enquiry. We agree scope, price and acceptance before an assignment.
Please leave confidential documents out of your first message.
Or by emailhello@wateristheholygrail.comFor small businesses · Essen and the surrounding area
Someone finds your Google profile, visits your website and looks for a simple way to reach you. I help check whether your services, business information and contact options fit together. A social media profile can also be the starting point.
A link and a few sentences are enough to start. Before any work is commissioned, we agree whether it is a good fit, what it includes and what it costs.
A work sample · For small agencies
Two deadlines in one request? See which question needs answering before work starts.
Try the exampleProject start / Draft
Fictional example.
A personal project · Free to use
The Career Compass helps you organise your experience, wishes and working conditions. You leave with a summary you can review – and a next step you choose for yourself.
No sign-in. No subscription. Your entries initially stay in your browser.
Five questions about what you bring and what you need from your work.
Your details in your own words. You can change them at any time.
A next step of your own and a summary to take with you.
I want to build tools that help people make their own decisions. The Compass brings together product development, clear questions and deliberate AI handoffs. You can try the application yourself.
Your summary and next step as a text file. If you wish, an editable prompt for your own AI app: for career reflection, a job search or interview practice. You choose which details it includes.
Free access works without a Compass account. Account features are being tested separately with invited participants. External AI apps have their own access, pricing and privacy rules.
The Compass does not assess career suitability or send applications. Technical checks do not yet replace comprehensive testing with real users.
Product Decisions
A clear task, results that can be checked, and a responsible decision determine the next step.
Each case starts with one narrow problem, a visible boundary, and a deliberate stop point before platform expansion begins.
Each example states its current stage and limits. Supporting evidence from the private working archive can be requested for a specific discussion.
AI and workflows may structure preparation, yet accountable humans review critical outputs before any external decision or release.
Each example explains what you can use today, what has been tested locally, and what still needs to be tried with real users.
Method
The same pattern appears in AI workflows, publication systems and service operations.
Identify who needs help, what is unclear, and which decision a useful result should support.
Define the smallest useful behavior, document exclusions and avoid pretending that future work is already implemented.
Build demos, drafts and templates with explicit review criteria. Clearly distinguish public examples from evidence held privately.
Use tests, checklists, feedback or human review to decide whether to continue, narrow, pause or stop.
Artifacts
These documents describe the technical basis of the examples. They are held in the private working archive; appropriate access can be discussed for a specific review.
Fit
These examples offer starting points for professional discussions, product work and technical collaboration.
The website is publicly available. The AI example is a local demo, and the service assistant is being prepared for a pilot. Their usefulness in everyday business still needs to be tested with real users.
Contact
Tell me what is missing or not working on your website, and what result you need. We agree scope, responsibilities and price before the assignment. Please do not send confidential client data at this stage.
We agree the scope, outcome and price before work begins.
Please do not send confidential source material or personal data in the first message. A short context is enough.
