Search Visibility
Keywords, SERPs, Search Console, technical signals and intent in one Growth Workspace.
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.
#1 Product · GI Flagship
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.
Keywords, SERPs, Search Console, technical signals and intent in one Growth Workspace.
Discoverability in AI answers, citations, entity signals and relevant answer systems.
Distribute and maintain presence across directories, platforms, structured data, feeds and machine discovery.
Research, prioritization, preparation, verification, monitoring and continuous optimization.
Want to strengthen your presence?
General Informatics is the right partner: from analysis and professional visibility/distribution strategies to controlled technical execution with GI Growth.
Product family · Revenue & Cashflow
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.
Shared production foundation for accounts, organizations, billing, provider connections, events, rules, audit, admin, notifications and further cashflow modules.
View Cashflow Base → First Cashflow ModuleRevenue GuardFinds failed payments, subscription leaks and avoidable churn, prioritizes recovery cases and makes recovered revenue measurable.
View Revenue Guard →More GI products
Beyond Growth and Cashflow, General Informatics builds and operates focused products for APIs, tax offices and e-invoicing, AI communication, workforce operations and security.
Tax Office & E-Invoicing SuiteA modular tax-office and e-invoicing platform for accounting firms and SMEs. Companies can deliberately use Dynafis as a lean e-invoicing hub, while firms and advanced teams activate accounting, tax, closing and multi-client capabilities as a full suite.
Open product ↗
Time, Shift & Workforce OperationsTime tracking, shift and assignment planning plus workforce operations for SMEs. Timdio combines simple capture with reliable proof, planning logic, payroll preparation and role-based operational workflows.
Open product ↗
AI Communication & Document PlatformProvider-independent AI platform for productive conversations, website assistants, real-time translation and document workflows. V8Chat shares account, billing, security and AI infrastructure across a growing product family.
Open product ↗
API & MCP Capability PlatformQuoAPI V2 is being built as Universal Capability Infrastructure for Software and AI Agents: one QuoAPI key for official or authorized APIs, semantic capability discovery and a compact agent-native MCP interface instead of loading thousands of provider tools into context.
Open product ↗ AI Security & Attack Surface MonitoringFocused security product for websites, APIs, AI assistants and publicly reachable attack surfaces.
View product →Engineering proof
No invented success metrics: these examples show what General Informatics actually develops and operates and the engineering depth behind it.



Why General Informatics
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.
Discovery, architecture, development, migration, QA, deployment and evolution stay in one coherent engineering path.
Agents and LLM features are built with evals, guardrails, monitoring, cost and latency limits for real use — not just demos.
MCP, A2A, OpenAPI and portable architectures reduce unnecessary vendor lock-in. Ownership, interfaces and operating boundaries stay explicit.
Agent actions, sources, approvals and outcomes remain traceable. High-stakes steps get human-in-the-loop, permissions and rollback paths.
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.
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
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.
Can the system handle failures, timeouts, cost limits, data quality and real production load predictably?
Can the solution remain understandable, portable and operable without unnecessary platform dependency?
Are quality, hallucinations, retrieval, tool calls, cost and latency measured with reproducible tests?
Can you trace what an agent did, why it acted and where a human can approve, override or stop it?
APIs, databases, legacy systems, roles, events and business rules must connect cleanly — not just a chat window.
Production AI needs monitoring, incident paths, model changes, cost controls, security updates and explicit ownership.
Next useful step
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.