Databricks for Media & Entertainment
Infocepts connects audience, advertising, content and operational data on the Databricks Data Intelligence Platform, so publishers, broadcasters and streaming platforms can move faster on monetization, measurement and customer growth — governed by Unity Catalog, activated through Databricks Genie, and built for the real-time pace media actually runs at.
Accolades
Databricks Brickbuilder Silver PartnerDatabricks Partner Network
Ranked #1 by DatabricksElevate & Accelerate – The Rising Challenge
Databricks Brickbuilder Security & Governance SpecializationDatabricks Brickbuilder Network
Databricks Brickbuilder Retail, Consumer Goods & Travel SpecializationDatabricks Brickbuilder Network
Use cases
Media revenue is fragmenting faster than most data can keep up with — one advertiser priced across four channels, one subscriber tracked across a dozen disconnected touchpoints. This is where that gets fixed.
Advertising
Pricing precedent, inventory and delivery data connected through Databricks Genie, so the highest-value channel stops getting sold at the blended average.
Measured on
Sell-through rate and effective CPM against forecast.
Advertising
Campaign delivery monitored continuously, not at the next scheduled report — anomalies surfaced the moment they happen, while there is still time to fix them.
Measured on
Advertiser renewal and reported campaign confidence.
Audience
First-party signals unified in Unity Catalog, panel and census data reconciled instead of argued over in every planning meeting.
Measured on
Agreement between reported figures across planning teams.
Subscription
Churn modeled on Mosaic AI against real consumption and support signals, not guessed at from a dashboard.
Measured on
Retained subscribers against a holdout, not model AUC.
Content
Metadata tagging automated to match how fast modern libraries grow — not how fast a manual team can catalog them.
Measured on
Accuracy of pre-acquisition performance estimates.
Operations
Storage, scheduling and auto-scaling tuned to media’s real traffic pattern — the spikes a live event creates, not steady-state assumptions.
Measured on
Direct annual cloud spend recovered without reliability trade-offs.
Foundation
Reach, frequency and completion defined once in Unity Catalog — one number, not a different one per team.
Measured on
Reduction in metric disputes between sales and planning.
Solutions
Media
Gives ad sales reps instant access to CRM history, email context, contracts and pitch materials in one interface. Automates prep and follow-ups.
Media
Enterprise-grade AI for ad sales executives navigating Linear and Digital convergence, covering the full pitch-to-pay lifecycle.
Media
Continuously balances campaign commitments against inventory yield, auto-adjusting delivery intensity to protect revenue across the ad sales lifecycle.
Media
Fuses ad server logs, inventory, contracts and performance data into real-time campaign intelligence with AI recommendations that maximize yield.
Media
Monitors ad integration health across every endpoint and site section, surfacing alerts before revenue is impacted.
Media
A trusted multi-currency view across Nielsen, VideoAmp, iSpot and EDO, unifying linear, streaming and digital performance into one narrative.
Media
Automatically labels and classifies content by genre, topic, cast, sentiment and rights status, replacing manual cataloging that can't keep pace.
Media
Analyzes audience sentiment and emotional response to content, giving programming and ad sales teams a signal beyond raw viewership numbers.
Media
Matches content across series hierarchies and episode-level granularity, recovering unmapped viewers, viewing minutes and rights intelligence at scale.
Media
Secure audience collaboration without exposing raw data. Measure overlap, CLV and purchase frequency with partners, then activate privacy-safe audiences.
Media
Modernize fragmented media environments for analytics, AI readiness and operating efficiency, migrated onto Databricks with Flash Migrate.
Business impact
$5M+
combined annual revenue impact across yield optimization, delivery monitoring and campaign pacing in production
$1.5M+
annual cloud savings delivered at production scale
100%
SLA adherence across 70+ platform services during peak live events, including Olympic-scale traffic
30%+
reduction in deal preparation time for ad sales teams using SalesNav AI, returning 2–4 hours to each seller weekly
Infocepts combines governed data foundations, industry-ready accelerators and production delivery so the platform becomes part of the operating model—not a separate technology project.
Build the next Databricks use case.
Tell us the business outcome and the current data environment. We’ll help shape the path to production.
Insights & Resources
Blog
Questions we get asked
By modeling them separately and reconciling at the level the business actually plans on. Panel and census data measure different things at different granularity, so forcing them into one metric usually produces a number nobody trusts and everyone quietly works around. We build a reconciliation layer with the assumptions documented, so when sales and planning disagree there is a written answer for why the figures differ.
No. Flash Migrate is built to move existing workloads onto Databricks incrementally, starting with the highest-friction system rather than requiring a full replatform before any value shows up.
It gives reach, frequency, unique viewer and completion one governed definition instead of one per team. Most metric disputes trace back to two teams computing the same-sounding number differently — Unity Catalog removes that ambiguity at the source.
Traditional warehouses are built for scheduled batch reporting. Databricks Genie and Mosaic AI let anomaly detection, pacing and yield decisions run continuously, which matters because media traffic is event-driven — a live sports night can push volume several times past daily average, and a warehouse sized for average load is the one that falls behind exactly when the most revenue is on the line.
It is built to integrate, not replace. Nielsen, VideoAmp, iSpot and EDO signals get unified into one queryable layer without requiring the organization to pick a single currency and abandon the others.
All three. The same governed Databricks foundation supports ad sales and yield on one side, subscriber churn and content performance modeling on the other — most media companies run these as separate initiatives with separate data copies, which is exactly the fragmentation this platform removes.
