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Insights · since 2026
Knowledge that works.
For companies of every size: AI in practice, clear architecture, Made in Germany. Written for people who decide — not for algorithms.
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Substance before volume.
Technical notes, product context and operating principles — with a date, author and reading time.
01 Latest
Product
A shift change without lost context: the role of Factory.
Connect shift knowledge with orders, materials and machine context. Plan a Factory pilot and assess sources, approvals and measurable outcomes. 02 03 04 05 06 07 08 09 10 11 12
Product
HEINI ERP from October: start with one workflow.
Plan your first HEINI ERP workflow for October 2026, from product and bill of materials to invoice. Clarify migration, responsibilities and approvals.Product
Your own AI server: the questions that come before the GPU.
Run your own LLM and GenAI models on your premises. Clarify data flows, hardware, model licences and service. HEINI distributes this server offer in DACH.Technical
Verifiable Forgetting in Multi-Tier Memory Systems via Tier-Specific Mutual-Information Thresholds
A defensive publication on a tier-specific mutual-information threshold method for verifying record deletion in multi-tier memory systems used in agentic AI products. Establishes prior art under § 3 Abs. 1 PatG, Art. 54 (2) EPC, and 35 USC § 102(a)(1).SME & AI
One line for everything — how the HeiniBar works in the shop and in the back office
In the shop, the customer describes what they need. In the back office, the bar opens with Cmd+K and queues cases for approval. One bar in two worlds — the same style, the same voice, separated roles and view.SME & AI
What's in HEINI from day one
Instead of stitching together five tools — one layer in which product data, variant logic, the passport, approval, German hosting, x-Bar and memory work together from day one.SME & AI
The Digital Product Passport Does Not Have to Be a Burden
Passport obligations depend on product group and legislation; the battery passport applies to specific categories from 18 February 2027. How mid-sized manufacturers meet the obligation without an ERP migration and without a tool island.SME & AI
One Week, Five Trust Stacks for Autonomous Software — and One More
OKX, Stripe, Experian, Microsoft, Salesforce and SAP gave very different answers to the same question in three weeks — and none of them solves the DACH problem.SME & AI
AI Act: A decision needs an explanation.
How traceable sources, records and human oversight help – and why cryptography alone does not establish compliance.SME & AI
The Proof Layer for Autonomous Software
Why the next layer of the enterprise stack does not need more intelligence — it needs provability. On logging, tamper resistance and external verifiability for autonomous software.SME & AI
Tokenized Assets Without a Proof Layer Are a Legal Risk
What the latest tokenization partnerships expose — and why programmable asset volumes without cryptographic action attestation rest on legally shaky ground.SME & AI
Why AI agent systems get messy — and why HEINI is built around order, roles, and approval
Many multi-agent setups have structural problems with coordination, ownership, and common operating state. HEINI answers that with an ordered intake layer, clear roles, and an approval-first workflow.Knowledge becomes work
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