Services
Amazon tools that work the way you do.
From Marketing Stream integrations to SP-API pipelines and custom dashboards—we build the software that makes Amazon operations smoother, faster, and more profitable.
Amazon Marketing Stream
Get real-time advertising data delivered hourly to your data warehouse. Marketing Stream provides fresh campaign performance, keyword insights, and budget metrics so you can optimize faster than daily reports allow.
What you get:
- • Hourly data refresh for near real-time campaign insights
- • AWS Kinesis pipeline setup and monitoring
- • Clean, query-ready tables in your warehouse
- • Integration with existing dashboards and alerting systems
Tech stack: AWS Kinesis • Lambda • S3 • BigQuery/Snowflake • Python
Amazon Marketing Cloud
Unlock advanced analytics with AMC's clean room environment. Build custom audience segments, measure full-funnel attribution, and understand cross-channel ad performance without sharing raw customer data.
What you get:
- • Custom SQL query development for AMC instance
- • Audience overlap and path-to-conversion analysis
- • Attribution modeling across DSP, Sponsored Ads, and organic
- • Automated query scheduling and data exports
Tech stack: AMC SQL • AWS S3 • Python automation • BI integration
Amazon Ads API
Automate campaign management at scale. Pull reports, update bids, manage budgets, and execute bulk operations across thousands of keywords and products without manual Seller Central work.
What you get:
- • OAuth 2.0 authentication and token management
- • Automated report pulling for Sponsored Products, Brands, and Display
- • Bulk bid updates, budget changes, and campaign controls
- • Custom rule engines for dayparting and performance-based optimization
Tech stack: Python • OAuth 2.0 • REST API • Rate limit handling • Retry logic
Amazon SP-API
Connect your systems to Amazon Seller Central or Vendor Central. Pull orders, sync inventory levels, manage catalog data, track financials, and automate seller workflows without manual CSV exports.
What you get:
- • LWA (Login with Amazon) authentication setup
- • Order, inventory, catalog, and financial data pipelines
- • Multi-marketplace support (US, UK, EU, JP, etc.)
- • Vendor-specific reports (PO tracking, RRA analytics, chargebacks)
Tech stack: Python • LWA auth • Multi-region endpoints • Error handling • Queue management
Data Pipelines
Build reliable data flows from Amazon APIs to your warehouse. We handle incremental loads, transformation logic, error recovery, and monitoring so your data stays fresh and trustworthy.
What you get:
- • Incremental data loads with change detection
- • Data quality checks and schema validation
- • Clean, documented data models (dbt-inspired approach)
- • Alerting on pipeline failures and data anomalies
Tech stack: Python • Airflow-lite orchestration • SQL transforms • Data warehouse integration
Dashboards & Alerts
Turn data into decisions with clean, operator-friendly dashboards. Track performance metrics, monitor pacing, and get alerted when campaigns need attention—no more digging through Seller Central.
What you get:
- • Custom dashboards for advertising, sales, and inventory metrics
- • Dayparting views and hourly performance breakdowns
- • Slack/email alerts for budget pacing and anomaly detection
- • Mobile-friendly views for on-the-go monitoring
Tech stack: Metabase • Looker Studio • Supabase • React • Tailwind CSS
Automations
Remove repetitive work with smart automation. From bulk listing updates to scheduled bid adjustments and inventory sync scripts—let software handle the boring stuff while you focus on strategy.
What you get:
- • Rule-based bid and budget automation
- • Scheduled bulk operations (repricing, catalog updates, keyword additions)
- • Inventory alerts and restock automation
- • Custom workflow bots tailored to your ops playbook
Tech stack: Python • Playwright • Serverless functions • Cron scheduling • AWS Lambda
How we work
Flexible engagement models
Choose the working style that fits your timeline, budget, and team structure.
Scoped Build
Fixed-price project with clear deliverables and timeline. Best for well-defined integrations, dashboards, or automation scripts.
Timeline: 2-8 weeks • Fixed budget • Defined scope
Builder-in-Residence
Part-time embedded engineer working with your team. Ideal for ongoing development, maintenance, and iterative improvements.
Commitment: 10-20 hrs/week • Monthly retainer • Flexible scope
Support & Maintenance
Keep pipelines healthy and dashboards fresh. Monitoring, bug fixes, and updates for systems we've built or inherited.
Response: 24-48 hours • SLA-backed • Proactive monitoring
Ready to start?
Let's talk about your stack.
Tell me which Amazon APIs you're working with and one workflow you'd like automated. I'll reply with a simple plan and ballpark estimate.