amBrain
AdTech Case StudyDSP Platform

Full-Cycle DSP Platform for Programmatic Advertising

We built a demand-side platform from scratch as part of our DSP development - covering real-time bidding platform capabilities, campaign management, advertiser dashboards, reporting, and line item controls. The system processes millions of bid requests daily with sub-25ms response times across the ad exchange.

100req/s
Peak Throughput
10–25ms
Bid Response
30+
Targeting Rules
99.9%
Uptime
Plattform-Überblick

Was wir gebaut haben

Eine vollständige DSP-Entwicklung mit Advertiser-Verwaltung, Kampagnensteuerung, Line-Item-Konfiguration und Echtzeit-Reporting inklusive Click-Through-Rate-Tracking – alles auf Geschwindigkeit und Klarheit im Programmatic Advertising ausgelegt.

Report Center - KPI-Trends mit Spend, Impressions und Performance-Analytics
Dashboard zur Advertiser-Verwaltung mit Kampagnen- und Spend-Tracking
Line-Items-Ansicht mit Auslieferungsstatus, Budgets und Impression-Daten
Creatives-Verwaltung mit Video- und Banner-Assets, Statusverfolgung und Thumbnails

Report Center - KPI-Trends mit Spend, Impressions und Performance-Analytics

Der Kontext

The client needed a full demand-side platform that would handle the entire programmatic advertising workflow - from managing advertisers and campaigns to bidding infrastructure in real-time auctions and tracking delivery performance with attribution modeling.

Their previous setup relied on third-party tools stitched together, which created data silos, slow reporting, and limited control over bid logic and click-through rate optimization. They wanted a single ad exchange platform built specifically for their business model.

Die Herausforderung

  • Process millions of bid requests daily with response times under 25ms to remain competitive in RTB auctions
  • Evaluate 30+ targeting conditions per impression - geo, device, frequency, audience segments - without adding latency
  • Build a management layer for advertisers, campaigns, and line items with real-time spend and delivery tracking
  • Provide clear reporting with KPI trends, cost breakdowns, and impression analytics across all campaigns
Lieferung

Was wir geliefert haben

RTB Bidder Engine

OpenRTB 2.x compliant real-time bidding platform processing up to 100K requests per second. Each bid decision in the bidding infrastructure evaluates 30+ audience targeting rules and responds in 10–25ms.

Advertiser Management

Dashboard for managing advertisers with campaign counts, creative tracking, spend monitoring, and lifetime impression data - all in one view.

Campaign & Line Items

Granular campaign controls with line item configuration for budget, delivery status, creative assignment, bid types (Banner, Video, CTV, DOOH), and scheduling.

Report Center

KPI trend visualization with configurable date ranges, advertiser/campaign filters, and breakdowns by spend, impressions, click-through rate, and attribution modeling metrics.

Multi-Format Support

Support for Banner, Video, CTV, and DOOH ad formats with format-specific bidding logic and creative management per line item.

Stability Under Load

Built to handle traffic spikes during peak hours without degradation. 99.9% uptime with automated failover and real-time health monitoring.

Report Center

Das Reporting-Dashboard zeigt KPI-Trends im Zeitverlauf – Spend, Impressions und abgeleitete Kennzahlen – mit Filtern für Advertiser, Kampagnen, Line Items und Zeiträume. Die Daten aktualisieren sich nahezu in Echtzeit, sodass Kampagnenmanager schnell reagieren können.

Configurable time ranges and groupings
Advertiser and campaign-level filters
Top geo and day-of-week breakdowns
Report-Center-Dashboard
Verwaltung von Werbetreibenden

Advertiser-Management

Eine zentrale Übersicht aller Advertiser auf der Plattform. Jede Zeile zeigt zugehörige Kampagnen, Line Items, Creatives, Status sowie Gesamtausgaben und Impressions. Filter nach aktiv, zugehörigen Kampagnen und Favoriten werden unterstützt.

Bulk actions and CSV export
Status indicators per advertiser
Quick search and favorites filtering

Line-Item-Steuerung

Detailliertes Line-Item-Management mit Umschaltern für den Auslieferungsstatus, Budgetkonfiguration, Creative-Anzahl sowie Echtzeit-Tracking von Impressions und Spend. Unterstützt die Formate Banner, Video, CTV und DOOH mit Zeitplanung je Position.

Delivery status with on/off toggles
Lifetime and daily budget controls
OSI scoring and performance indicators
Detailansicht der Line Items
Ergebnisse

Messbare Ergebnisse

100req/s
Peak Request Volume

Sustained throughput without crashes or dropped requests

10–25ms
Bid Response Time

Fast enough to consistently win programmatic advertising auction slots

30+
Targeting Conditions

Evaluated per impression for precise ad delivery

99.9%
Platform Uptime

Including high-traffic periods and peak hours

Technologie-Stack

GoKafkaRedisClickHousePostgreSQLReactTypeScriptDockerKubernetesOpenRTB 2.x

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