Show HN: adCasa OS – AI marketing workspace built with Bayesian attribution

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Your AI Marketing OS

> Human Strategy. Machine Speed.

Manage your entire stack from one AI Marketing OS. Just type a question to audit your ad spend, instantly generate custom performance dashboards, or build automated routing workflows. You stay in control of the strategy; the engine does the math.

Start for free

No credit card required.

adcasa_os_demo.mp4

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Infrastructure & Ecosystem Partners

CREATIVE STUDIO

Built-In Creative Studio

Stop paying for separate design subscriptions. Generate high-quality video ads, images, voiceovers, and background music natively within the platform. Build complete multi-modal creatives and push them straight to your ad accounts.

Generate a sneaker ad, add a 2:30 synthwave track, and a female voiceover.

Multi-modal creative assembled:

Video

Music Speech

0:00 / 2:30

Linked: media_assembly.obj

Generate a sneaker ad, add a 2:30 synthwave track, and a female voiceover.

+

Run ▷

VIBE STUDIO

Dashboards on Demand

Use plain English to generate custom interfaces connected directly to your live data. Build the exact dashboard you need to track metrics, pause losing ads, or shift budgets instantly—breaking free from rigid software limits.

Cross-Platform ROAS

Live

Blended Spend

$14,250

True ROAS 3.4x 12%

Conversion Spline (30D)

Geospatial Yield

Live Device Yield

Mobile (68%)4.1x

Desktop (32%)2.2x

Build a ROAS Commander. Map global conversions and 30D trends.

+

Run ▷

AI IMAGE STUDIO

Pro-Grade Image Studio

Don't just prompt and pray. Take full control with a professional layer-based editor. Use the AI to inpaint, outpaint, and generate custom brushes natively on an infinite canvas.

Physics Engine

CORE SETTINGS

Aspect Ratio

Output dimensions

16:9

Variations

Results per run

3

Output Resolution

Higher quality takes longer...

ADVANCED PHYSICS

REFERENCE MEDIA

Style & Context Media

Upload up to 14 Images or MP4s.

Tap or Drop Media

ASSET LIBRARY

100%

1024 × 1024 px

sRGB 8-bpc

PNG

Select & Move Mode

IMAGE TIMELINE

Original

A macro, high-end editorial shot over the s...

Inpaint #1

A photorealistic raw photograph, a young ...

Prompt:

Copy

A photorealistic raw photograph, a young ...

Seed: 84729103

Ratio: 16:9

Provenance: Inpaint via External Engine

CREATIVE BRIEF

🎬 Cinematic

📸 Product

🏢 Architecture

✒️ Flat Vector

📸 Photorealistic

🧊 3D Render

🎨 Concept Art

Studio Portrait

Apply Edit

VIDEO STUDIO

Pro-Grade Video Studio

Sequences, post-production audio, and fine-tuning on a unified canvas. Build multi-modal scenes and fine-tune frames with V2V and Vibe transfer seamlessly.

TIMELINE

📍 SCENE 01

⏳ 10.0s

🎬 3 Scenes

🔊 Audio Synced

🧠 Visual Anchors

💾 Cache: ~4.5MB

🟢 Ready

I2V

/ 4.00s

V2V

/ 4.00s

NEW

DRAFT

/ 4.00s

Deterministic Seed

Deep Thinking (CoT)

Drop Image Reference Here

PROGRAM MONITOR Click 'Render Final Mix' to stitch your timeline

Epic Nature Swell (Lyria)

Misty Forest Intro (Voiceover)

Mute Original Video Sounds Loop Background Music Auto-Lower Music for Voiceover Add On-Screen Captions

ADCASA STUDIO

Visual Workflow Builder

Connect Meta, Google Ads, and your CRM on an infinite canvas. Use simple drag-and-drop logic nodes to qualify leads, route data, and update live campaigns automatically—all without writing a single line of code.

Meta Ads

New Lead

LinkedIn Ads

New Lead

Gemini AI

Enrich & Score

Smart Router

If Score > 90

Google Ads

Add to VIP List

Slack

Alert Sales Team

THE OS

The Persistent OS

The AI Marketing OS is a secure, permanent home for your marketing stack. It holds your media in an integrated asset manager and provides a live execution terminal so you always know exactly what the system is doing.

Google Ads

Meta Ads

All Files

Creatives

Rules

AGENT CONSOLE

[ROUTER] Analyzing Meta ad spend anomaly...

[TOOL] Executing budget redistribution script.

[SUCCESS] API synced. Wasted spend stopped.

adCasa in numbers

Test the engine safely. You dictate the strategy, the machine executes.

10k+ Virtual Leads Tested

100% Human Approval Required

0 Lines of Code Needed

adCasa OS Gemini • Meridian

True ROI (MMM Tracking)

In-platform dashboards lie. We run Media Mix Modeling (Meridian) daily to calculate the true incremental ROI of your spend, revealing which channels actually drive net revenue.

> engine.model: bayesian_inference

24/7 Budget Protection

Never wake up to wasted spend. The system continuously audits your live campaigns. If efficiency drops, it instantly halts the bleeding and sends you a notification with a drafted repair strategy.

> sys.audit_rate: active_24/7

Safe, Verified Execution

AI should never spend your money blindly. The system drafts the campaign updates, you review the math, and click approve. Every action is verified before pushing to production.

> err.correction: auto_heal_enabled

T+00:05

Connect Infrastructure

Link Google Ads, Meta, and your CRM. The OS instantly ingests historical data to establish your performance baseline.

T+00:30

Simulate & Sandbox

Build your first routing workflow and test it safely against 10,000 virtual leads before spending real ad budget.

T+24:00

Live Optimization

The engine monitors your campaigns 24/7. When it detects a leak, you get a notification with a drafted fix ready for approval.

bash: session_01

> cat /logs/cmo_feedback.txt

"We replaced a five-person agency team with one visual workflow. It catches budget spikes at 3 AM and prepares the exact fix for me to approve."

bash: session_02

> cat /logs/founder_roi.txt

"The Meridian feature changed everything. It proved our Meta ads were cannibalizing organic traffic. We shifted budget and increased net profit 14%."

bash: session_03

> cat /logs/director_notes.txt

"Testing workflows in the Sandbox before pushing to production gives me absolute confidence. It is defense-grade software for marketers."