Databricks | Synter Synter
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Databricks × Synter Ångström • $502M+ Paid Media Foundation Model

Data Intelligence for Paid Media & Full-Funnel Attribution.

Unify your lakehouse pipeline signals with the first foundation model trained on $502M+ in cross-network ad auctions across 27 platforms.

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$ npx -y @synterai/mcp-server --read-only
Safe Free Read-Only Access
01 • Buying Signals
AI Search & Prompt Intent
ChatGPT, Perplexity, Claude & Search
02 • Foundation Model
Trained on $502M+ Spend
Cross-network bid & audience weights
03 • 27 Ad Platforms
Hold for Your Approval
Google, Meta, LinkedIn, Reddit, X
04 • Closed-Loop CAPI
Databricks Revenue Truth
Server-side CRM & pipeline sync

From • AI Search & Google Ads

High-Intent Category Demand

Live query & ICP signal capture Negative keyword shield active

Synter Ångström

Translate & Govern the Campaign

Remap objective, bids, and matched audiences Hold every mutation for 1-click approval

To • LinkedIn, Meta, Reddit & X

Closed-Loop Pipeline Execution

Server-side CAPI conversion upload $0 spent until approved by Databricks 
$ synter approvals pending --account databricks
budget reallocation • Google Ads + LinkedIn Ads • High-Intent Search & ABM
marginal CPA target verified against $502M+ foundation benchmark • waiting on your approval
Google Ads Google Ads
Meta Meta
LinkedIn LinkedIn
Microsoft Ads Microsoft Ads
Reddit Ads Reddit Ads
X Ads X Ads
TikTok TikTok
Amazon DSP Amazon DSP
StackAdapt StackAdapt
The Trade Desk The Trade Desk
OpenAI Ads OpenAI Ads
Spotify Spotify
Pinterest Pinterest
Snapchat Snapchat
DV360 DV360
Criteo Criteo
Walmart Connect Walmart Connect
Target Roundel Target Roundel
Apple Search Ads Apple Search Ads
Google Ads Google Ads
Meta Meta
LinkedIn LinkedIn
Microsoft Ads Microsoft Ads
Reddit Ads Reddit Ads
X Ads X Ads
TikTok TikTok
Amazon DSP Amazon DSP
StackAdapt StackAdapt
The Trade Desk The Trade Desk
OpenAI Ads OpenAI Ads
Spotify Spotify
Pinterest Pinterest
Snapchat Snapchat
DV360 DV360
Criteo Criteo
Walmart Connect Walmart Connect
Target Roundel Target Roundel
Apple Search Ads Apple Search Ads
Databricks × Synter Architecture

One unified intelligence engine across search, social, ABM, and CRM telemetry.

Generic LLMs guess at ad copy. Passive AI visibility trackers stop at vanity citations. Synter is the first foundation model trained directly on $502M+ in real ad auctions and closed-loop CRM conversions.

01 • $502M+ Foundation Model

Autonomous Data Bidding & Search Hygiene

Unify paid acquisition across Google, LinkedIn, Meta, Reddit, X, Microsoft, and StackAdapt. Continuously reallocates budget toward marginal pipeline CPA while pruning wasted search terms.

Explore model benchmarks →
02 • Closed-Loop CAPI

Governed by Synter Ångström. Grounded in live warehouse truth.

Replace naive click attribution with deterministic server-side CAPI event streaming—connecting AI prompt intent and ad clicks directly to Databricks's closed-won CRM revenue.

View attribution architecture →
03 • Outer-Loop Control

Read-Only MCP in Claude, Cursor & ChatGPT

Connect your ad accounts once in 100% read-only mode (`--read-only`). Your team stays in the outer loop with spend caps, approval gates, and Synter Ångström audit trails on every action.

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Built for the Entire Databricks Leadership Team

One traceable system for Marketing, Finance, Engineering, and the CEO.

For the CMO

Turn AI Visibility into Captured Demand

Don't stop at passive prompt monitoring. Intercept high-intent buyers across 27 ad networks the moment they research your category.

27 Ad Networks • 1 Unified System
For the CFO

Audit Every Dollar to Closed-Won ARR

Eliminate agency retainer overhead and platform double-counting with deterministic server-side CAPI reconciliation against CRM revenue.

$502M+ Spend Benchmark Dataset
For the CEO

Compound Growth Without Headcount Bloat

Your leadership team sets strategic guardrails in the outer loop while autonomous media agents execute 24/7 in the inner loop.

Outer-Loop Executive Governance
For the CTO

Scoped Read-Only MCP Architecture

Open-standard Model Context Protocol (`@synterai/mcp-server`) with workspace isolation, read-only inspection mode, and Ångström verification.

npx -y @synterai/mcp-server --read-only

Ready to run a read-only audit for Databricks?

Connect Synter in Claude Desktop in 30 seconds or request a 1:1 working session tailored to your channels and approval rules.

Start Synter for Free → Request a Demo