sophon.insophon.in

Serverless Architecture

Pay for what runs, not for what idles.

Event-driven systems on Lambda and managed services, no servers to patch, capacity that follows demand exactly, and a bill that drops to near zero when nothing is happening.

KPIs we move

  • Cost per request
  • Cold start time
  • Scale ceiling

What’s included

Everything serverless architecture needs.

Event-driven design

Functions triggered by queues, schedules and API calls rather than polling.

Managed data services

DynamoDB, S3 and managed queues instead of databases you have to babysit.

Cold start tuning

Bundle size, memory and provisioned concurrency tuned where latency matters.

Scales to zero

Idle workloads cost effectively nothing, which suits spiky or seasonal traffic.

Built-in resilience

Dead-letter queues and retries so a transient failure is not a lost job.

Per-function observability

Traces and metrics per function, so slow paths are obvious.

Why it matters

Outcomes, not activity.

Scales to zero

No idle capacity to pay for

Spiky and seasonal workloads stop funding servers that sit unused.

Nothing to patch

Managed runtimes remove OS and server maintenance from your team entirely.

Absorbs traffic spikes

Concurrency scales automatically instead of falling over at launch.

Our process

How we deliver it.

01

Identify the fit

We are candid about which workloads suit serverless and which do not.

02

Design events

Triggers, queues, retries and failure handling mapped before building.

03

Build & tune

Functions built, then profiled for cold starts, memory and cost per request.

04

Instrument

Tracing, alerting and dashboards per function before handover.

Tools & platforms we use

AWS LambdaAPI GatewayDynamoDBSQSEventBridgeTerraform

Deliverables

What you’ll get.

  • Event architecture
  • Deployed functions
  • Queue & retry design
  • Cost per request model
  • Tracing & alerts
  • Documentation

FAQs

Serverless Architecture questions.

No. It wins on spiky, bursty or low-volume workloads. Steady high-throughput traffic is often cheaper on reserved capacity, and we will say so.
They matter on user-facing paths and rarely on background jobs. Where they matter we tune bundle size, memory and use provisioned concurrency.
Partly, yes, that is the honest trade-off for managed services. We keep business logic portable and isolate vendor-specific code.
Yes, and usually they should. Most systems we build are a mix, chosen per workload.

Ready to build with serverless architecture?

Book a free 30-minute scoping call. Tell us the problem and we’ll tell you honestly what it takes to solve it.