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AI consulting & software implementation for production AI systems.

1tm builds AI systems that work inside real business processes: RAG systems for company knowledge, AI chatbots, local LLMs, AI agents, automation, and custom software.

  • We find workflows where AI can remove real friction
  • We check data, risk, and integration effort before implementation
  • We build software people can actually use, not isolated AI demos
Assess AI potentialSee the delivery path

  • 20+ years in software engineering
  • German GmbH
  • SME and B2B focus
  • Privacy-aware implementation
  • Tonerpartner logo
  • Nextmuseum logo
  • Orca Multimedia logo
  • Datenmassiv logo
  • SchaumPo logo

Services for companies that need more than an AI demo

We combine strategic AI consulting, software engineering, data integration, and operation into systems that fit existing workflows.

From bottleneck to production AI system

We do not sell abstract AI strategy. We work through the practical sequence: isolate the problem, test whether it is worth solving, reduce the risk, build the solution, improve it in operation.

  1. Find the bottleneck

    We identify tasks where manual work, search effort, data quality, or response time creates real cost.

  2. Check feasibility and value

    We assess the business case, data readiness, technical dependencies, privacy, and integration effort.

  3. Build the pilot

    We validate the business case with a focused prototype or MVP before the idea becomes a larger project.

  4. Integrate into systems

    We bring the solution into existing workflows, data sources, web applications, and operational processes.

  5. Improve impact

    After launch, we improve quality, adoption, and economics based on real usage.

Where this way of working already helps

These examples are not technology showcases. They show recurring patterns: structure work, make knowledge available, and accelerate decisions.

Product launch with a TV appearance

schaumpo.at
WILD Brands GmbH

  1. Context

    WILD Brands is bringing SchaumPo, a foam bath attachment for the bathtub, to market. Ahead of its appearance on the German TV show “Die Höhle der Löwen” (VOX), the product needed a website that explains, sells, and measures.

  2. Solution

    We built the new schaumpo.at: theme pages for individual audiences, pre-orders with Stripe payments, a 3D product studio, consent-based analytics, and a dashboard for the broadcast evening.

  3. Result

    The site went live six weeks after the first briefing. Orders can be traced to the channel they came from, and on the broadcast evening the team follows pre-orders hour by hour.

Product descriptions for online shops

  1. Context

    Many items need consistent copy; manual creation slows assortment and content operations.

  2. Solution

    We built an AI-enabled workflow for automated, search-friendly product description creation.

  3. Result

    Recurring copy work became a faster, more consistent, and easier-to-integrate process.

Chatbots for support and websites

  1. Context

    Customers and prospects expect fast orientation while knowledge is spread across websites and internal sources.

  2. Solution

    We designed chatbot solutions that can use verified external and internal information in a controlled way.

  3. Result

    Answers become more consistent, easier to find, and better embedded in the customer journey.

News analysis for sales signals

  1. Context

    Relevant market and news signals appear continuously, but manual monitoring is hard to run reliably.

  2. Solution

    We implemented an AI-supported web application for topic monitoring and automated reports.

  3. Result

    Manual research became a structured, repeatable analysis workflow for sales and market observation.

Products, platforms, and initiatives from 1tm

We don't just advise — we build. These are the products, client projects, and initiatives 1tm works on.

Own product

KI-ProduktInfo

From 5 hours to 15 minutes of product-data work a day.

AI-powered product-data automation for e-commerce: extract attributes, categories, and descriptions from images and sources, ready to export to Navision/Dynamics NAV.

ki-produktinfo.deOpen website
Client project

Datenmassiv

AI enablement for the midmarket.

As implementation partner, 1tm supports Datenmassiv with strategy and engineering — from audits and pilots to durable integration.

datenmassiv.comOpen website
Platform

KI-Handschlag

Clear rules for AI between you and everyone else.

An open guide to handling AI between people, organizations, and agents, free to read without an account. It comes with short courses from the Handschlag Academy, a Discord community, and the AI After Work event series in Ulm.

ki-handschlag.deOpen website
Client project

arcafind

AI platform for archives, museums, media, and research.

Concept and build by 1tm — in collaboration with Museum Ulm. Digitized collections become searchable, citable knowledge: hybrid full-text and semantic search, AI transcription, and entity recognition.

arcafind.comOpen website
Client project

nextmuseum.io

A platform for swarm curation and co-creation.

Backend, data, and consulting by 1tm — in collaboration with Museum Ulm. Museums and their audiences build exhibitions together through open calls, collaborative curation, and participatory content.

nextmuseum.ioOpen website
Platform

Cosmic Council

One question, many minds, one wiser answer.

A platform for shareable teams of AI agents: specialized agents deliberate together and a chair synthesizes their perspectives into one answer.

cosmiccouncil.spaceOpen website
In development

HeartbeatGuardian

One tap a day to say 'I'm okay.'

In development: daily well-being check-ins for seniors — one tap a day gives family peace of mind without constant calls.

heartbeatguardian.comOpen website
View all products

Why AI projects depend on implementation, not just models

The model is rarely the whole problem. The real question is whether data, workflows, privacy, adoption, and operation fit together.

Privacy and sovereignty

Before sensitive information is processed, we clarify data flows, model access, and integration points.

Respect existing IT

We build solutions so they fit current systems, teams, and workflows.

Commercial function

Every implementation needs a clear business function, not just an impressive demo.

Work with domain teams

The best technical approach combines software expertise with the process knowledge of your domain teams.

For companies that need more than advice

1tm combines AI consulting, software architecture, web development, and B2B process understanding into a team that can deliver.

Portrait of Martin Schubert

Martin Schubert

CEO | AI consulting, development, and business strategy

Develops AI strategies and technical solutions that fit real business workflows.

LinkedIn
Portrait of Toni Thomä

Toni Thomä

CTO | AI engineering and software architecture

Turns complex AI technology into applications people can actually use.

LinkedIn
Portrait of Markus Wahl

Markus Wahl

Software development, marketing, and B2B/e-commerce

Connects implementation work with product, market, and communication needs.

LinkedIn
Portrait of Thomas Wild

Thomas Wild

E-procurement, SAP, and B2B solutions

Contributes experience in procurement workflows, SAP, and e-commerce integration.

Questions to settle before an AI project starts

Good AI projects do not start with a tool. They start with clear decisions about purpose, data, integration, and operation.

How do we identify an AI project worth building?

A useful AI use case reduces specific process costs, accelerates recurring decisions, or makes existing knowledge more reliable. We assess the bottleneck, data readiness, risk, and integration effort first.

Do our data need to be perfectly prepared?

No. Many projects start with a realistic data assessment. The important question is which data are needed for the first valuable use case and how quality, access, and privacy can be controlled.

Does 1tm only build prototypes, or production systems too?

Our focus is implementation. A pilot validates value and feasibility. After that, we integrate the solution into existing web applications, data sources, portals, or operational workflows.

Which companies are the best fit?

We mainly work with mid-sized B2B companies that have a clear process problem, existing systems, and the goal of bringing AI into daily operations in a controlled way.

For internal orientation

These materials help teams talk about AI potential internally. The real assessment starts with your workflows, data, and systems.

Find out where AI makes commercial sense in your business

Briefly describe your company, one workflow, or a concrete challenge. We will assess whether it should become an AI use case, a pilot, or first a better foundation.

hallo@1tm.solutions