Build fast, cost-aware systems with DynamoDB
We design single-table schemas, control hot partitions, and wire Streams so your workloads stay predictable as traffic spikes.
DynamoDB Services We Provide
Single-table design
Model items for access patterns first, then refine keys and GSIs.
Capacity & scaling
Right-size RCUs/WCUs with autoscaling and predictable guardrails.
DAX & hot-key control
Sub-millisecond reads where it matters, with safe partition strategies.
Streams & events
Change data capture for workflows, notifications, and real-time systems.
Backups & recovery
PITR plus restore drills so incidents stay routine—not scary.
Security by default
Least-privilege IAM, KMS encryption, and audit-ready access patterns.
Where DynamoDB Fits Best
DynamoDB shines when you need predictable performance at scale—without managing servers. Here are the common product and platform scenarios where it delivers the most value.
Real-time feeds
Ingest events and fan-out via Streams + Lambda. Keep consumers decoupled and scalable.
Low-latency APIs
Consistent, single-digit ms reads and writes. Perfect for personalization and session workloads.
Microservices
Decoupled services with table-per-domain or single-table. Clean boundaries, fewer cross-service joins.
Serverless apps
Tight with API Gateway, Lambda, and Cognito. Minimal ops with strong scaling defaults.
Secure data
KMS, fine-grained access, and VPC endpoints. Audit-friendly patterns for regulated use cases.
Hybrid analytics
Export to S3 + Athena for reporting. Keep OLTP fast while analytics stays flexible.
How we engage
Access patterns workshop & single-table plan
Capacity strategy: autoscale, on-demand, or mixed
DAX/ElastiCache decision and hot-key controls
Streams wiring to Lambda/Kinesis for events
Backups, PITR, chaos drills, and runbooks
Cost & capacity guardrails
We keep spend predictable with autoscaling, on-demand bursts where needed, and pruning unused GSIs.
Reliability toolkit
Alarms, runbooks, chaos drills, and game-days so your tables survive traffic spikes and failovers.
See issues before users do
- CloudWatch dashboards for RCUs/WCUs and throttle alarms
- Slow query samples via embedded metrics and structured logs
- Game-day drills with fail injections and rollback steps