Production AI Agents
for Mid-Sized Companies
AI that does real work in your business — reading documents, answering requests, triggering the next step in your systems. Built and run by the engineer you talk to, at a fixed price, on your infrastructure or in your cloud.
Four Commitments, Every Project
AI That Does Real Work
Not another chatbot. Agents and LLM systems that execute business processes — reliably, auditable, in production.
AI Agents That Work Inside Your Processes
Software assistants that read incoming documents, check them against your data, draft responses, and trigger the next step in your existing systems — order intake, back-office workflows, support triage, reporting. Every action logged, every decision auditable.
Answers From Your Company Knowledge
Contracts, manuals, project files — your staff ask in plain language and get answers with the exact source attached. No more searching through folder trees and old emails.
AI Trained on Your Domain
Language models adapted to your industry's terminology and documents — running entirely on your own infrastructure, so nothing leaves the company.
Your Data Stays in the Building
AI on your own servers or in a German/EU cloud — up to fully isolated environments. Data sovereignty as an architecture decision, not a promise in a contract annex.
Built to Run for Years
Monitoring, quality checks, and maintenance are part of the build — so the system still works in month twelve, not just in the demo.
Beyond Language: Image and Sensor Data
Custom AI for quality inspection, imaging, and sensor analysis — from training on high-performance hardware to fast results on the shop floor.
Why Tippel
What you get here that you don't get from a big agency
Direct to the Engineer
No account managers, no junior handoff. The person you talk to is the person who builds your system.
Fixed Price
Defined scope, defined timeline, defined price — quoted within 48 hours. No day-rate meter running.
Data Stays Yours
On-premise, EU cloud, or air-gapped. Open-source stack, no vendor lock-in, GDPR by architecture.
Production, Not Prototypes
Monitoring, tests, documentation, and handover are part of every package — built to run for years.
Start Small: The AI Readiness Check
One to two weeks of real engineering before you commit to a project budget
A Fixed Price, Not an Open-Ended Discovery
€2,500 for one use case, €4,900 for up to three — including data check, architecture, and cost estimate.
An Honest Verdict
Because the check is paid, "don't build this" is an acceptable answer — and you get it in writing before you spend a five-figure budget.
Nothing Lost If You Proceed
Commission the implementation within three months and 100% of the fee is credited to the project price.
How We Work
From first analysis to production in weeks — with a clear decision gate at every step
AI Readiness Check
One to two weeks, fixed price: use-case analysis, data check, architecture, and an honest go/no-go verdict — see the AI Readiness Check.
Fixed-Price Proposal
Binding offer with scope, timeline, and acceptance criteria. The check fee is fully credited if you proceed.
Build in Weekly Increments
Working software every week, direct communication with the engineer, no surprises at handover.
Production & Care
Deployment on your infrastructure, monitoring, documentation — and an optional operations retainer.
Who You'll Be Working With
Tippel is deliberately a one-engineer company. When you write to Tippel, Lukas Friedrich answers — the same engineer who will scope your project, write the code, and be on the phone when something needs fixing. No account managers, no junior handoff, no telephone game.
Find Out What AI Can Do for Your Business — Before You Invest
A paid, independent feasibility assessment from €2,500 — including an honest "don't build this" if that's the right answer. Fully credited if you proceed with implementation.
Book the AI Readiness Check →