FM
FM Interactive IT

Systems, Automations and Digital Products

Autonomous Publishing Architecture

Automate Social Media & Stories From Custom Sources in Any Language

No Canva templates. No manual posting grind. Connect your custom sources—documents, spreadsheets, feeds, CMS, or APIs. Our autonomous pipelines ingest and transform content, generate branded visuals and AI imagery from text, translate into any language, and publish directly to Instagram & Facebook Stories and feeds on autopilot.

The SMB Reality: Daily Social Fatigue

Spending 45+ minutes daily creating, translating, and posting

Businesses and hospitality venues need consistent, high-impact visibility on Instagram and Facebook. But doing it manually means opening design tools, struggling with layout constraints, resizing for vertical stories, translating copy for international audiences, and logging in every single day. Soon, teams get overwhelmed and feeds go dark.

  • 30–60 minutes lost daily to tedious copy-pasting, visual formatting, and mobile app uploads.
  • Foreign customers miss out when posts and specials aren't translated in their language.
  • Physical and digital endpoints (menus, signs, web) quickly fall out of sync with social feeds.
The Solution: Autonomous End-to-End Content Pipelines

Connect your custom sources. Everything else is automatic.

Provide raw updates through Google Docs, spreadsheets, web forms, CMS feeds, or custom APIs. Our automated engine ingests and enriches the copy, renders pixel-perfect branded visuals and AI imagery from text, translates into any language with AI, and publishes via official Meta Graph APIs on your exact schedule.

  • Zero manual graphic design: headless rendering & text-to-image AI generate crisp assets.
  • Dynamic AI translation renders localized versions in any European or international language.
  • Simultaneous distribution: Instagram & Facebook Stories/feeds, QR codes, and digital screens.

How the Autonomous Pipeline Operates

Industrial headless automation and generative AI replacing repetitive manual workflows.

STEP 1

Custom Ingestion & AI Transform

Ingest raw content from Google Docs, forms, sheets, CMS, or scrapers. The pipeline extracts, cleans, and restructures text or uses LLMs to adapt the tone for social audiences.

STEP 2

Visuals & AI Image Generation

Headless browser renders 1080×1920 vertical canvases with pixel-perfect typography, while text-to-image AI generates complementary visual creatives from descriptive prompts.

STEP 3

Multilingual AI Localization

AI translates copy dynamically into any language with native cultural fluency, maintaining identical layouts, styling, and typography across all versions.

STEP 4

Meta Graph API Publishing

On your scheduled cadence, graphics publish directly to Instagram and Facebook as active Stories or feed posts via official Graph APIs, while updating physical QR codes in sync.

Production Proven • Bistrò Via Ghislanzoni Deployment

Bistrò Via Ghislanzoni: Zero-Overhead Daily Social Publishing

See this pipeline in production: Bistrò di Via Ghislanzoni changes its lunch menu every weekday. Instead of hiring a social media assistant or struggling every morning, the team updates a Google Doc. At 11:00 AM, the bot publishes bilingual stories to Instagram and Facebook and synchronizes dining room QR codes.

11:00 AM

Scheduled daily dispatch right before lunchtime

0 min

Graphic design overhead needed from restaurant staff

1080×1920 Story Canvas Meta Graph API
Bistro Menu Bot Story Preview

Content Automation FAQs

What if our chef or manager changes a dish after 11:00?

The system includes a lightweight web management control panel. Staff can trigger a re-run with one click, or preview the rendered stories before publishing. Furthermore, table QR code menus update instantaneously.

Can this be used for businesses other than restaurants?

Absolutely. Any SMB that publishes recurring daily, weekly, or event-based updates (gym class schedules, retail daily deals, hotel activity schedules, real estate listings) can eliminate manual social graphic creation with this architecture.

Can it generate imagery from text or ingest from our existing database/APIs?

Yes. The pipeline can connect to any REST API, database, spreadsheet, RSS feed, or document. It can synthesize custom visuals via text-to-image AI or composite branded graphics using headless browser templates.

Will the images look low-quality on high-end phones?

No. The headless browser renders to an exact 1080×1920 (9:16) viewport with device pixel ratio 2x, resulting in crisp vector typography and high-definition imagery calibrated for modern OLED smartphone displays.

Put Your Daily Social Publishing on Autopilot

Eliminate daily Canva chores. Let's configure an autonomous publishing pipeline customized for your brand.