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75+ enterprise modules — CRM, Email, Chat, Docs, Meet, ERP — all pre-integrated on sovereign infrastructure. Zero license cost, zero per‑seat fees, zero vendor lock‑in. Your capital builds the platform that lets millions of companies own their stack instead of renting it from Big Tech.
Every App Amplifies Every Other App
CRM feeds Email with contact data. Email creates support Tickets in Helpdesk. Chat logs train your AI agents. Docs sync to Drive and get indexed for search. Meet recordings generate transcripts that feed your Knowledge Base. ERP pulls from every module for real-time dashboards. Each app you add makes every other app more powerful. Multiply that by vibe coding custom extensions on top.
Foundation Apps + Vibe Coding = Infinite Possibilities
A company owns one sovereign server with the complete stack. Every app is pre-integrated. Then vibe code on top — build campaign sites, custom dashboards, AI agents, automated workflows. LLM generates everything from copy to code. Total control, total automation.
Every App Makes the Next One Better
CRM knows your customers → Email reaches them personally → Chat handles the conversation → Docs capture the knowledge → Meet records the calls → ERP tracks the revenue. Each app feeds data into the next. No imports, no exports, no middleware. The whole is exponentially larger than the sum of its parts.
Vibe Code Anything on Top
Need a campaign microsite? Vibe code it. Need a custom bot for a project? Vibe code it. Need an AI agent that watches your CRM and sends automated proposals? Vibe code it. The foundation apps provide the data — vibe coding provides the creativity. One platform, one codebase, infinite surface area for innovation.
LLM Generates Everything
Campaign copy. Email sequences. Chatbot responses. Document drafts. Code snippets. Automation rules. Reports. Translations. The LLM isn't a feature — it's the engine that powers every app and every vibe-coded extension. One model, all generation, full control. Train it on your data, run it on your hardware, own every output.
One Platform. Your Infrastructure. Your Revenue.
A single platform that replaces 6 Big Tech walled gardens. Every app pre-integrated, vibe coding for infinite extension, LLM for universal automation. This is how your portfolio company competes — not with a bigger budget, but with a fundamentally better architecture.
CRM → Email → Chat → Docs → Everything
A lead enters CRM. Email auto-sends a follow-up. Chat handles the reply. Docs stores the contract. Meet records the call. ERP invoices the deal. All on one machine, no APIs, no webhooks, no Zapier. The data never leaves your infrastructure.
Vibe Code Campaign Sites & Bots
Your marketing team needs a landing page for a product launch. Vibe code it — it pulls CRM data, sends leads to Email, feeds Chat. Need a WhatsApp bot for support? Vibe code it — it reads from Helpdesk, writes to CRM, logs in Docs. Every custom thing you build inherits the full power of every app.
LLM Automates Literally Everything
Generate campaign copy from CRM segments. Auto-reply to email from Docs knowledge base. Summarize Meet recordings into CRM notes. Translate Chat conversations in real time. Generate ERP reports from sales data. One LLM, your data, your hardware, total automation of every workflow.
Innovation Velocity: Foundation × Vibe
Every foundation app is a building block. Vibe coding is the construction crew. LLM is the power tool. The combination means your company can ship new capabilities in hours — campaign sites, customer portals, internal tools, AI agents — that would take competitors months with fragmented SaaS stacks.
From 6 Walled Gardens
to Millions of AI Companies
How One Platform Powers Everything
Foundation apps provide the data and workflows. Vibe coding provides the creativity. LLM provides the intelligence. Together they create a platform where any company can build anything — and where your investment captures value from the entire ecosystem.
1 Apps Cross-Reference Each Other
Your CRM doesn't just store contacts — it feeds Email with segments, gives Chat context about who's talking, attaches Docs to deals, logs Meet recordings against opportunities, and syncs invoices from ERP. Every app is a data source AND a data consumer. The network effect of integrated apps creates intelligence no single tool can match.
2 Vibe Code Extends Everything
Your marketing team vibes a campaign site that pulls products from ERP, captures leads into CRM, and triggers Email sequences. Your ops team vibes a bot that monitors Chat, creates tickets in Helpdesk, and posts updates to Social. Your dev team vibes internal tools that connect any app to any app. The foundation is fixed. The possibilities are infinite.
3 LLM Automates Every Workflow
LLM reads incoming Email, drafts a response from Docs knowledge base, logs the interaction in CRM, creates a task in Helpdesk, and updates the Meet summary — all without human touch. Generate campaign pages from a prompt. Generate chatbots from a spec. Generate reports from a question. The LLM is the universal translator between human intent and machine execution.
4 You Own the Whole Stack
Your capital builds the infrastructure that replaces 6 Big Tech platforms with one sovereign stack. No per-seat fees. No API costs. No data leaving the network. No vendor telling anyone what's possible. This is the architecture that lets a 10-person company compete with a 10,000-person Big Tech team — and lets you capture value from millions of them.
"CRM talks to Email. Email talks to Chat. Chat talks to Docs. Docs talks to ERP. ERP talks to CRM. Multiply every connection by vibe coding. Multiply that by LLM generation. Now you have a platform that does literally everything — owned by every company, running on sovereign infrastructure."
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| Role | Lines of Code | Hours | Rate / hr | Cost (USD) |
|---|---|---|---|---|
| Rust Systems Engineer | 402,578 | 16,103 | $35 | $563,605 |
| Frontend Engineer (JS) | 168,096 | 4,202 | $28 | $117,656 |
| Technical Writer / Docs | 164,144 | 1,094 | $18 | $19,692 |
| UI Engineer (CSS) | 84,037 | 1,401 | $25 | $35,025 |
| Frontend Engineer (HTML) | 81,942 | 1,366 | $25 | $34,150 |
| Designer / Icons (SVG) | 30,791 | 308 | $20 | $6,160 |
| Data & Config (JSON) | 26,626 | 133 | $20 | $2,660 |
| Database Engineer (SQL) | 17,153 | 343 | $30 | $10,290 |
| DevOps / Automation | 13,712 | 171 | $25 | $4,275 |
| Total Direct Engineering Labor | 989,079 | 25,121 | — | $793,513 |
| Design, QA, management & overhead (+40%) | — | — | — | $317,405 |
| Estimated Total Cost to Rebuild (TCO) | — | — | — | ≈$1.11M |
The Full Suite — 50 AI-Powered Apps
Every app in the Pragmatismo Suite, what it does, and the AI-powered offer it represents. One codebase, one server, fifty products.
| App | What It Does | Why It Is an AI-Powered New Offer |
|---|---|---|
| AI & Assistants | ||
| Chat | The AI assistant for your whole business — conversations with memory, knowledge base answers, voice input, and format switchers. | RAG answers from your own documents, drafts emails/tasks/schedules, and turns every conversation into automation. |
| Research | AI search across the web, your documents, and your databases in one natural-language query. | Cited answers with sources, follow-up research, and one-click export to PDF, Markdown, or Word. |
| Learn | E-learning platform with courses, quizzes, certifications, learning paths, and progress tracking. | LLM generates course materials and certifications — training that writes itself, with no per-learner fees. |
| Video AI | AI camera monitoring with RTSP/ONVIF cameras, person/vehicle/motion detection, and alert rules. | Real-time computer vision on your own hardware — no cloud surveillance, alerts to email/SMS/webhook. |
| Vision | Image intelligence: OCR, object detection, damage assessment, and license plate recognition. | Structured answers from any image — invoices, plates, damage reports — generated and stored on your VPS. |
| Customer | ||
| CRM | Deals, contacts, and pipeline in a single screen, with activities, segments, and interaction history. | AI lead scoring, revenue forecasting, and auto-drafted follow-ups — a sales team with an analyst inside. |
| People | Contacts, identities, and memberships that feed every other module. | AI enriches profiles, finds look-alike segments, and keeps every contact record clean automatically. |
| Tickets | Support tickets across email, chat, and WhatsApp with routing and SLA tracking. | AI triages, routes, and drafts replies — first-response time measured in seconds, not days. |
| Sales | Kanban deal pipeline with quotes, orders, and AI forecasting. | AI predicts revenue, coaches reps, and generates quotes from conversation context. |
| Social | Draft, schedule, and measure posts across Instagram, Facebook, LinkedIn, and more. | LLM writes channel-native content and learns what your audience engages with. |
| Campaigns | Email, WhatsApp, SMS, and social campaigns with templates and analytics. | AI generates campaign copy and predicts send-time performance — no per-contact SaaS fees. |
| Lists | Static and dynamic contact lists with CSV import and real-time segments. | AI suggests segments from behavioral patterns and deduplicates your audience automatically. |
| Handoff | Human handoff console with live queue, agents, CSAT, and SLA monitoring. | AI prioritizes the queue, analyzes CSAT, and summarizes every transcript for the agent. |
| Workspace & Office | ||
| Drive | S3-compatible sovereign cloud storage with share links, versions, and sync. | Semantic AI search across files, auto-tagging, and document summaries — your files, your index. |
| Business email with IMAP/SMTP, DKIM/SPF/DMARC, and unified inbox. | AI thread intelligence: auto-categorizes mail and drafts responses from your knowledge base. | |
| Docs | AI word processor with real-time collaboration and version history. | LLM writes, edits, translates, and summarizes documents inside your private office suite. |
| Sheet | AI spreadsheet with formulas, charts, and data insights. | Type a question, get a formula — AI turns raw data into decisions without pivot-table expertise. |
| Meet | Self-hosted WebRTC video conferencing with recording and screen share. | AI transcripts, summaries, and action items generated from every meeting. |
| Calendar | Scheduling hub with day/week/month/agenda views and event types. | Chat-based scheduling and smart availability — tell the AI when, it books the slot. |
| Tasks | Autonomous app builder — describe an app and it builds itself. | The flagship offer: tables, UI, and automation generated from a plain-language prompt. |
| Plan | Kanban, Gantt, and list project planner with priorities and dependencies. | AI Assist drafts, refines, and schedules tasks directly inside the board. |
| Templates | Reusable branded messages for email, WhatsApp, social, SMS, and bots. | LLM drafts, localizes, and personalizes templates with variables and live preview. |
| Minutes | AI meeting minutes: transcription, speakers, decisions, and action items. | Recordings become structured minutes with digital signature approval — meetings on autopilot. |
| Designer | Drag-and-drop visual builder for AI bot conversation flows. | Flows compile to BASIC with LLM nodes — no-code bots that deploy from the browser. |
| Timeclock | Employee time tracking with clock-in/out, schedules, and PTO. | AI flags attendance anomalies and generates payroll insights automatically. |
| ERP & Finance | ||
| ERP | Enterprise resource planning: finance, inventory, HR, and automation. | AI forecasts demand and flags stock anomalies — an ERP that thinks ahead, without the SAP price. |
| Tax | Brazilian fiscal document management (NF-e/NFSe) integrated with SEFAZ. | AI validates fiscal data and flags compliance risks before they become fines. |
| Banking | Bank reconciliation that auto-matches sales with bank feeds. | AI learns your transaction patterns and reconciles in minutes, not month-end sprints. |
| POS | Fast, offline-ready point of sale with inventory and analytics. | AI demand forecasting and upsell suggestions at the counter. |
| Retail | Stock and retail management with omnichannel orders. | AI merchandising and stock optimization — never out of stock, never overstocked. |
| Billing | Quotes, invoices, and payments with PIX, boleto, and cards. | AI reconciles payments and flags overdue risk before cash flow breaks. |
| Products | Product and service catalog with multi-currency price lists. | AI generates product descriptions and price suggestions from catalog data. |
| Anti-Fraud | Real-time transaction risk engine with velocity, geo, and device rules. | AI false-positive tuning learns from every review — fraud detection that gets smarter. |
| Operations & Security | ||
| Compliance | ISO 27001 compliance with policy management and audit trails. | AI audits policies, logs, and risks continuously — certification evidence that compiles itself. |
| KYC | Identity verification, digital signatures, and certificates. | AI document checks and liveness scoring with a full audit trail. |
| ITSM | IT service management: incidents, changes, assets, and knowledge. | AI incident triage and knowledge-base answers — the help desk that never sleeps. |
| Biometry | Liveness detection, digital signatures, and certificates with audit log. | AI confidence scoring proves a real human is present — verifiable identity on your hardware. |
| HR | Employee lifecycle: recruitment, attendance, payroll, reviews, and leave. | AI screening, attendance anomaly detection, and review drafting — HR without the HRIS lock-in. |
| M365 | M365 bridge: SharePoint, calendar, and OneDrive with OAuth and configurable sync. | AI-assisted migration mapping from M365 services to self-hosted equivalents. |
| Office 365 | Office 365 migration path with API mapping and cutover support. | AI maps every M365 API to its self-hosted replacement — a documented escape route. |
| Development & System | ||
| Vibe Code | The AI development environment where prompts become production apps. | The core investor thesis: LLM writes, refactors, and runs code — every customer becomes a developer. |
| BASIC | The BASIC language for auditable enterprise automation. | TALK, HEAR, LLM, and USE KB keywords — automations generated from plain-language requests. |
| Editor | Monaco code editor with an AI Magic panel inside the suite. | One click: AI improves, formats, and refactors any file in your Drive. |
| Versions | Stack component versions and one-click update checks. | AI reads changelogs and suggests upgrade impact before you click. |
| Database | Visual schema browser, SQL console, and CSV import/export. | Chat-driven queries render as grids — ask for data in plain language. |
| Terminal | WebSocket console with tabs, split panes, and search. | AI suggests and explains shell commands from intent — ops on autopilot. |
| Integrations | Connector catalog with ETL jobs and sync monitoring. | AI maps fields and writes transforms — integrations without glue code. |
| Browser | Proxied browser inside the suite with tabs and screenshots. | AI summarizes pages and extracts structured data from anything you open. |
| VDI | Browser-based VNC client for remote desktops. | AI-assisted remote session diagnostics and connection management. |
| Admin Panel | One console for users, roles, organizations, DNS, billing, and compliance. | AI ops assistant flags anomalies in users, spend, and compliance logs. |
Unmatched efficiency. Sovereign strength.
We eliminated the cost structure that forces extraction. No sales overhead, no collection cost, no churn prevention spend. Our infrastructure dominates through reliability — partners stay because leaving means rebuilding what only we deliver.
Zero-Friction Adoption
Our product spreads because it dominates — not because we force it. No mandatory tiers, no quotas, no sales pressure. We don't need to chase. The infrastructure sells itself through reliability. That's the strongest lock-in there is.
Lowest Cost of Sale in Enterprise
Zero sales overhead. Zero collection cost. Zero churn prevention spend. Our users want to pay because the value is undeniable. Voluntary contributions replace invoices — no dunning, no escalations, no AR team. Name one SaaS company that can say that.
Sovereignty Is the Ultimate Power Move
We sell owning your stack — the ultimate leverage against Big Tech. Your data never leaves your servers. Your roadmap is yours. No vendor can switch off your infrastructure. That's not weakness. That's the strongest negotiation position a company can have.
ESG — Social Empowerment: We don't need to extract because we eliminated the cost structure that forces extraction. We win by being so good that people choose to stay. Our partners dominate their markets with enterprise AI at a fraction of Big Tech's cost — and they stay because leaving means rebuilding what only we deliver. That's not charity. That's leverage.
One Platform.
Your Investment. Infinite Reach.
Foundation apps that amplify each other. Vibe coding to build anything. LLM to automate everything. All on sovereign infrastructure. We're looking for investors who understand that the future belongs to companies that own their stack — not rent it from Big Tech.
Pragmatismo Tecnologia · docs.pragmatismo.com.br · github.com/GeneralBots/botserver