Practical AI. Real Impact.
Official certified hosting provider for General Bots. AI consulting and infrastructure for teams shipping real conversational AI.
Our Mission
We believe AI should deliver tangible business value — not hype. Pragmatismo bridges the gap between cutting-edge AI capabilities and real-world operational needs. We are the official certified hosting provider for General Bots, the open-source conversational AI platform.
Our team of engineers, consultants, and open-source contributors works side-by-side with clients to design, build, and operate AI-powered solutions that work from day one.
What We Do
End-to-end AI solutions from strategy to production.
AI Consulting
Strategic guidance for AI adoption — from assessment to implementation roadmap and beyond.
General Bots Hosting
Managed, production-grade hosting for General Bots with 99.9% uptime and multi-channel support.
System Integration
Connect your platforms, APIs, and data sources into a unified, efficient operation.
Digital Transformation
Modernize legacy systems and processes with AI-first strategies and cloud-native architectures.
Bot Development
Custom conversational AI bots for WhatsApp, Teams, Slack, and more — built on General Bots.
QA Automation
Automated testing frameworks and CI/CD pipelines for reliable, continuous delivery.
General Bots: Open Source AI Infrastructure
General Bots is the open-source conversational AI platform we build, contribute to, and officially host. It enables organizations to deploy intelligent bots across any channel with full control and transparency.
- 100% open-source with full data sovereignty
- Multi-channel: WhatsApp, Teams, Slack, Web
- Visual bot builder & code-first options
- Self-hosted or managed by Pragmatismo
Industries We Serve
AI-powered solutions across sectors that matter.
Financial Services
Healthcare
Education
Agriculture
Logistics
Corporate
B2B & B2C
Government
Our Values
The principles that guide everything we do.
Pragmatic Innovation
We chase results, not trends. Every innovation we adopt must deliver measurable value — if it doesn't work in production, it doesn't ship.
Trust & Transparency
Open-source code, clear pricing, honest timelines. We build trust through transparency — no hidden dependencies, no vendor lock-in.
Community & Collaboration
Our best work happens together. We contribute to open-source communities, share knowledge, and build alongside our clients as partners.
Ready to Get Started?
Let's discuss how Pragmatismo can help your organization adopt AI — practically and effectively.
Our Open Source Stack
General Bots is built with 100+ Rust crates and backed by leading open-source infrastructure. Every component is self-hosted, auditable, and community-driven.
| Crate | License | Description |
|---|---|---|
| botlib | AGPL-3.0 | Shared library — types, utilities, HTTP client |
| botschema | AGPL-3.0 | Database schema definitions (Diesel) |
| botserver | AGPL-3.0 | Main API server and orchestrator |
| botui | AGPL-3.0 | Pure web interface (HTMX) |
| botapp | AGPL-3.0 | Tauri desktop/mobile wrapper |
| botdevice | AGPL-3.0 | Android, HarmonyOS & IoT |
| bottest | AGPL-3.0 | Integration & E2E test suite |
| botanalytics | AGPL-3.0 | Analytics, OKR tracking, reporting |
| botattendance | AGPL-3.0 | Attendance queue, SLA, LLM assist |
| botattendant | AGPL-3.0 | Contact center agent management |
| botautotask | AGPL-3.0 | Autonomous task execution |
| botbanking | AGPL-3.0 | Banking integration |
| botbasic_ai | AGPL-3.0 | BASIC AI keywords — LLM, MCP, sandbox |
| botbasic_comms | AGPL-3.0 | BASIC communication keywords |
| botbasic_compiler | AGPL-3.0 | BASIC compiler — syntax transforms |
| botbasic_core | AGPL-3.0 | BASIC core — arrays, math, control flow |
| botbasic_data | AGPL-3.0 | BASIC data — DB, tables, KB |
| botbasic_system | AGPL-3.0 | BASIC system — bots, files, security |
| botbasic_types | AGPL-3.0 | Shared BASIC types & runtime trait |
| botbilling | AGPL-3.0 | Billing & subscriptions |
| botbiometry | AGPL-3.0 | KYC / digital signatures with Zitadel |
| botbrazil | AGPL-3.0 | Brazilian tax compliance |
| botbrowser | AGPL-3.0 | Browser automation |
| botcalendar | AGPL-3.0 | Calendar (CalDAV) |
| botchannels | AGPL-3.0 | Social channel integrations |
| botclock | AGPL-3.0 | Time clock (Brazilian CLT) |
| botcloud | AGPL-3.0 | SaaS checkout & dashboard |
| botcompliance | AGPL-3.0 | LGPD, GDPR, HIPAA compliance |
| botcontacts | AGPL-3.0 | Personal CRM |
| botcore | AGPL-3.0 | Core engine |
| botcoredirectory | AGPL-3.0 | Directory (Zitadel) |
| botcoreoauth | AGPL-3.0 | OAuth (Zitadel) |
| botdashboards | AGPL-3.0 | Dashboards |
| botdatabase | AGPL-3.0 | Database management |
| botdeployment | AGPL-3.0 | Deployment (VibeCode) |
| botdocs | AGPL-3.0 | Document processing |
| botdrive | AGPL-3.0 | S3-compatible file storage |
| botemail | AGPL-3.0 | Email (IMAP/SMTP via Stalwart) |
| boteval | AGPL-3.0 | LLM response evaluation |
| botkb | AGPL-3.0 | Knowledge base (RAG) |
| botkyc | AGPL-3.0 | KYC verification |
| botlearn | AGPL-3.0 | LMS |
| botllm | AGPL-3.0 | LLM providers & types |
| botm365 | AGPL-3.0 | Microsoft 365 (OAuth2 via Zitadel) |
| botmarketing | AGPL-3.0 | Marketing campaigns |
| botmeet | AGPL-3.0 | Video meet (LiveKit) |
| botmonitoring | AGPL-3.0 | Monitoring & tracing |
| botmultimodal | AGPL-3.0 | Image, video, audio, speech AI |
| botplan | AGPL-3.0 | Gantt + Kanban planner |
| botqdrant | AGPL-3.0 | Qdrant vector client |
| botsearch | AGPL-3.0 | Full-text search |
| botsecurity | AGPL-3.0 | Guards, sanitizers, validators |
| botsecurity-crypto | AGPL-3.0 | TLS, CA, encryption |
| botsheet | AGPL-3.0 | Spreadsheets |
| botslides | AGPL-3.0 | Presentations |
| botsocial | AGPL-3.0 | Social media |
| botwhatsapp | AGPL-3.0 | WhatsApp Business API |
| bottasks | AGPL-3.0 | Task management |
| bottickets | AGPL-3.0 | Support ticket system |
| bottimeclock | AGPL-3.0 | Time clock |
| bottax | AGPL-3.0 | Tax management |
| bottelegram | AGPL-3.0 | Telegram integration |
| botmsteams | AGPL-3.0 | Microsoft Teams |
| botvision | AGPL-3.0 | Computer vision |
| boterp | AGPL-3.0 | ERP integration |
| botintegrations | AGPL-3.0 | External integrations |
| bothr | AGPL-3.0 | HR management |
| botitsm | AGPL-3.0 | ITSM / service desk |
| botpos | AGPL-3.0 | Point of Sale |
| botproviders | AGPL-3.0 | Provider integrations |
| botretail | AGPL-3.0 | Retail / POS |
| botsales | AGPL-3.0 | Sales management |
| botweba | AGPL-3.0 | Web app builder |
| botvibe | AGPL-3.0 | Vibe coding platform |
| botvideo | AGPL-3.0 | Video processing |
| botlegal | AGPL-3.0 | Legal compliance |
Key Infrastructure Services
| Service | Role | License |
|---|---|---|
| Zitadel | Identity provider / SSO | Apache 2.0 |
| Stalwart | Email server | AGPL-3.0 |
| MinIO | Object storage | AGPL-3.0 |
| PostgreSQL | Relational database | PostgreSQL |
| Valkey | In-memory cache | BSD-3 |
| LiveKit | Video conferencing | Apache 2.0 |
| Qdrant | Vector database | Apache 2.0 |
| Vault | Secrets management | BSL 1.1 |
| Caddy | Reverse proxy | Apache 2.0 |
Complete source available at github.com/GeneralBots