createIF Labs
Intro call
createIF Labs GmbHTuningen, Black Forest48.03° N · 8.60° E

A full stack software company specialising in AI agents.

We build complete systems: backend, frontend, infrastructure, operations. And agents, up to autonomous ones, following approaches that have held up in production. One partner for the whole system, not just for the model.

The data packets on this map stay in the valley. Yours stay where you want them.

Humexa, the digital assistant, on the screen of the stele

Simulated demo with sample content, audio in German

Humexa.

The digital assistant who knows your product range.

  1. 100 % local

    Speech recognition, language model and voice run on the device in the store, with extremely low latency. No conversation goes to a cloud.

  2. Only your knowledge

    She answers from your range, product data, company knowledge and, if you want, live data from your systems. What isn’t there, she says openly.

  3. Natural interaction

    She responds to her name, looks at you and answers with voice and lip movement. A “stop” interrupts her.

German, English and French as standard, up to 27 languages.

Privacy: the camera runs only during a conversation, visitors appear only as a silhouette. Nothing is saved until a spoken yes, then as text for 90 days.

Our productLogistics

LogiHero TMS

Agent-driven transport software for the freight forwarder of tomorrow. One program for every business process, from the order to the damage claim, developed together with LOGIHERO GmbH.

  • AI delivery advice: the agent calls consignees, announces day and window and gets the confirmation
  • Email and WhatsApp in one shared inbox, AI drafts reply and order, dispatch approves
  • Dispatch with auto-planner, subcontractors, fleet, warehouse, invoicing, claims
  • Driver app, customer and tracking portals, GPS tracking for devices from more than 180 hardware vendors
Everything about LogiHero TMS
Our productHumexa compatible

Firmengedächtnis

What your company knows, in one place. Emails, files, scans, photos and calls are linked into cases and answer questions in plain language.

  • Every answer with its source, no proof, no answer
  • Knowledge from people’s heads secured in interviews, also with the Humexa avatar
  • Own instance, also without internet, permissions from the sources
Everything about the Firmengedächtnis
Our productInstagram

Mausichat

Whoever asks for the link under an Instagram post gets it in their DMs. Mausichat spots the question in the comment and replies by direct message, usually within seconds.

  • Understands what is meant, typos, slang and emojis included, no fixed keyword needed
  • Test run, approval and emergency stop: nothing goes out that you don’t want
  • Start for free, billed by contacts, not by messages
Everything about Mausichat
ServiceDesign, build and care

Web design and website care

Websites with a face of their own: fast, accessible and without tracking. Afterwards we host and look after them in Germany, also sites we did not build.

  • A design of its own instead of a template, fifteen live samples to click through
  • Hosting on our own infrastructure in Germany
  • Updates, backups, monitoring and changes by email
See fifteen samples
Legendseven symbols

What we do

From a website to an autonomous agent system, built and run by the same team.

  • Full stack

    Architecture, backend, frontend, data, infrastructure and operations from one team.

  • Agents in production

    Evaluation, guardrails, observability and cost control from the start, not bolted on after the prototype.

  • Sovereign operation

    LLMs run locally, in your own data centre, hosted in Germany or as a cloud API. Your data stays where you want it.

  • From small to large

    From a single model in an existing process to an autonomous agent system inside a product.

  • Modernisation

    Old software brought up to date: complete ports to modern languages and frameworks. The old system serves as the test reference, so no business logic gets lost.

  • Web design

    Websites that load fast, work on every device and need no tracking. See fifteen samples

  • Web hosting

    Your website on our infrastructure in Germany, with updates, backups and certificates. Send an enquiry

Five deployment modelsown GPU infrastructure

Where your data flows

None of them is better in general. Which one fits follows from your constraints. Pick a model and the map shows the path of the data.

Choose a deployment model
Data sovereignty
complete
Operating effort
with you
Typical use
Data must not leave the building

On the map: The data packets never leave your building.

Four stagesautonomy = altitude

The higher, the more autonomous

The stages describe increasing autonomy, not a mandatory path. Each one is a possible entry point.

01

Single model

Waypoint at

A tightly scoped model for exactly one task in an existing process: classification, extraction, text preparation.

02

Agent on the web

Waypoint at

Tool access in a web interface for a defined user group: internal assistant, research across existing data.

03

Agent in the process

Waypoint at

Carries out work steps independently, with approval points: creating records, preparing replies for approval.

04

Autonomous in a product

Waypoint at

A scalable agent system as part of a product, multi tenant, high throughput.

Routeten waypoints

How we build agents

Ten steps, in this order. The route on the map grows with every step.

  1. 01

    Use case

    We start with the process and a measurable target, not with the model.

  2. 02

    Evaluation

    The success measure and the test data are settled before the first line of code.

  3. 03

    Context

    We decide deliberately what the agent sees and when: data access, retrieval, limits.

  4. 04

    Tools

    Tightly scoped, robust, documented, with defined failure behaviour. An agent is only as good as its tools.

  5. 05

    Scope of action

    Permission, field scope, personal data and call limits are checked on every tool call. A call outside the approval is aborted.

  6. 06

    Approvals

    Every write with external effect is shown to a person as before and after. Without approval, nothing happens.

  7. 07

    Observability

    Decisions, tool calls and cost are recorded without gaps. No observability, no production.

  8. 08

    Cost and latency

    Model choice per subtask, caching, and smaller models where they are enough.

  9. 09

    Operations

    Every approval, rejection and correction becomes a test case. Only what is better rolls out, without getting worse anywhere else.

  10. 10

    Scope of delivery

    A small stage that is usable in production first, then extend. No year-long project without results along the way.

Cross sectionafter six months in production

Demo or production

An agent that works in a pitch and an agent that still works after six months in production are not the same system.

Demo logic

  • Success is demonstrated, not measured
  • The prompt gets adjusted until the example works
  • Tools without defined failure behaviour
  • Cost per request unknown
  • Decisions cannot be reconstructed afterwards
  • No operating concept for the day after launch

Production logic

  • Test set and automated evaluation from day one
  • Context deliberately controlled
  • Tools with defined failure and abort behaviour
  • Cost per request as a metric in monitoring
  • Full tracing of decisions and tool calls
  • Versioning and regression tests on every model change
Our own productsin production

We run what we sell.

Five products of our own, built and run by us. What we learn running them goes into every client project.

LogiHero TMS

Agent-driven transport software for freight forwarders. An AI agent announces deliveries by phone, developed with LOGIHERO GmbH.

Everything about LogiHero TMS

Mausichat

Answers Instagram comments automatically by DM: whoever asks for the link gets it within seconds.

Everything about Mausichat

TimeTracking AI Agent

Connects to existing time tracking, including legacy systems without an interface. Employees book their time in a chat instead of a form.

Let’s talk about the case, not the model.

Thirty minutes, free of charge, including the answer that you don’t need an agent for it, if that’s the case.

Book an intro call
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