AI Engineering · Agentic AI · Product Operations

More visibility.
More presence.
More cashflow.

General Informatics builds and operates autonomous software products and production AI systems for concrete business outcomes. From GI Growth and GI Cashflow to custom AI agents, we connect architecture, integration, quality assurance and operations in one accountable system.

One partner from target architecture to live operations — with open standards, clear ownership boundaries, evals, audit trails, approvals, rollback and continuous evolution.

Production systems, not PowerPointVerifiable engineering depth at a glance.
5active product & platform references 7languages across the GI presence 4product domains: AI · Finance · Workforce · APIs E2Earchitecture → QA → deployment → operations

#1 Product · GI Flagship

GI Growth

Autonomous Growth & Visibility Platform

GI Growth makes companies, products and content visible wherever people and intelligent systems search. It combines professional self-managed SEO and marketing workflows with Search Intelligence, AI Visibility, Presence Distribution and advanced Hermes agents.

Search Visibility

Keywords, SERPs, Search Console, technical signals and intent in one Growth Workspace.

AI & Brand Visibility

Discoverability in AI answers, citations, entity signals and relevant answer systems.

Presence Distribution

Distribute and maintain presence across directories, platforms, structured data, feeds and machine discovery.

Hermes Agents

Research, prioritization, preparation, verification, monitoring and continuous optimization.

Want to strengthen your presence?

More presence starts with visibility – and does not stop at SEO.

General Informatics is the right partner: from analysis and professional visibility/distribution strategies to controlled technical execution with GI Growth.

Strengthen presence together →

Product family · Revenue & Cashflow

GI Cashflow

Autonomous Cashflow Optimization Platform

GI Cashflow detects revenue leaks, failed payments and operational cashflow risks and turns them into traceable actions. Cashflow Base provides the shared product foundation; Revenue Guard is the first focused recovery module.

More GI products

Product software, not a project collection.

Beyond Growth and Cashflow, General Informatics builds and operates focused products for APIs, tax offices and e-invoicing, AI communication, workforce operations and security.

Why General Informatics

A technology partner you can still rely on after go-live.

The market is full of AI demos. GI focuses on the point where a demo must become a dependable product: integration, security, measurable quality, operations and accountability are designed in from day one.

Accountability through operations

Discovery, architecture, development, migration, QA, deployment and evolution stay in one coherent engineering path.

Production-first AI

Agents and LLM features are built with evals, guardrails, monitoring, cost and latency limits for real use — not just demos.

Open standards & ownership

MCP, A2A, OpenAPI and portable architectures reduce unnecessary vendor lock-in. Ownership, interfaces and operating boundaries stay explicit.

Auditable & controllable

Agent actions, sources, approvals and outcomes remain traceable. High-stakes steps get human-in-the-loop, permissions and rollback paths.

Technology radar, not hype

GI evaluates new standards early — from agent discovery and WebMCP to multi-agent orchestration — and adopts them when they measurably improve operations, security or interoperability.

Owned products as operating proof

GI carries responsibility for SaaS, AI, API and operations products itself. Decisions therefore come from real product operations, not consulting alone.

Choosing an AI agency or AI engineering partner

The best demo is not the goal. What matters is what still works in production.

For AI agents, AI automation and LLM integration, companies should look beyond model names. Ownership, evals, monitoring, governance, integration and post-launch operations decide whether the system lasts.

Production readiness, not PoC traps

Can the system handle failures, timeouts, cost limits, data quality and real production load predictably?

Code ownership & portability

Can the solution remain understandable, portable and operable without unnecessary platform dependency?

Evals & observability

Are quality, hallucinations, retrieval, tool calls, cost and latency measured with reproducible tests?

Agent governance & audit trails

Can you trace what an agent did, why it acted and where a human can approve, override or stop it?

Integration with existing systems

APIs, databases, legacy systems, roles, events and business rules must connect cleanly — not just a chat window.

Operations & continuous evolution

Production AI needs monitoring, incident paths, model changes, cost controls, security updates and explicit ownership.

Engineering & References

Products come first. References show where the engineering depth comes from.

Earlier and ongoing product, platform, WordPress, API and automation work is grouped as technical proof without diluting the product message on the homepage.

View references →

Next useful step

What should your next system improve?

Describe the goal, current situation and biggest constraint. We will map it to the right product or engineering path.

Get a project assessment

Four fields are enough for a first contact. You will receive a concrete view on feasibility, dependencies and a sensible first delivery stage.

info@general-informatics.com · +49 (0) 173 / 95 20000

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