10,000+ teams in production

The teams shipping fastest are running on Lambda.

From Series A startups to publicly-traded enterprises, the same primitives power the backends behind millions of daily requests. Here's what they had to say.

Northwind

How Northwind cut their P95 by 60% and deleted 11,000 lines of glue.

Northwind moved their entire payments and subscription stack to Lambda over a single weekend. Two years in, they're handling 4× the load with half the on-call rotation.

−60%

P95 latency, day 1

11,000

Lines of glue code deleted

4×

Load with the same headcount

Read the full story

POST /v1/checkout 22ms · iad

GET /v1/users/me 11ms · cdg

POST /v1/webhooks/stripe 28ms · iad

GET /v1/orders 18ms · syd

We replaced four services and a fragile cron box with Lambda. P95 dropped 60% on day one and we deleted 11,000 lines of glue code in a weekend. Priya Shah · Staff Engineer, Northwind

Showing 6 of 84 stories

Helio Fintech

Six engineers, one core ledger, zero downtime in 18 months.

Helio runs cross-border payouts on a typed ledger built entirely on Lambda primitives. Their entire backend fits in one weekend's worth of onboarding.

$2.8B

Settled in last 12 months

99.998%

Uptime, year over year

Constellate SaaS

Migrated 47 microservices into one typed monolith — and slept better.

Constellate's platform team consolidated a sprawling Kubernetes mesh down to four Lambda projects. Pager volume dropped 80% in the first quarter.

−80%

PagerDuty alerts

47 → 4

Services consolidated

Vector Labs AI & Infra

SOC 2 in eight weeks instead of eight months.

Vector Labs ships AI-powered analytics into Fortune 500 deployments. Lambda's audit logs and policy engine handed them most of their compliance work.

8 wks

SOC 2 Type II

0 findings

First audit cycle

Kettlebrook Marketplaces

Zero-downtime migration of 12 TB while traffic doubled.

Kettlebrook moved their entire seller catalog from a self-hosted Postgres to Lambda's managed branch — during peak Black Friday week.

12 TB

Migrated, zero downtime

2.1×

Peak traffic during cutover

Orbital Healthcare

HIPAA-compliant analytics for 1,200 hospitals on day one.

Orbital powers patient-flow analytics for hospital networks. Lambda's row-level policies meant they passed their first BAA review in a single sitting.

1,200

Hospitals on the network

PHI exposure incidents

Tessera Enterprise

Replaced a 200-page runbook with a single Lambda project.

Tessera's IT modernization team consolidated decades of bespoke ETL into typed Lambda jobs. The runbook now lives in version control, where it belongs.

12 yrs

Of legacy ETL replaced

$1.4M

Annual savings, year 1

Trusted by teams of every size.

From two-person seed teams to 50-engineer platform orgs — same primitives, same SLA.

Northwind

Helio

Constellate

Vector

Kettlebrook

Orbital

Tessera

Quanta

Foundry

Meridian

Trellis

Halcyon

What our customers ship, in aggregate.

Anonymous, aggregated metrics across all Lambda accounts in production over the last 12 months.

2.4B/day

API requests served across all customer projects

38 regions

Customer functions running at the edge worldwide

$0.84/M

Average customer cost per million requests

★★★★★

The first time I shipped a feature on Lambda I deleted a Jira ticket I'd been carrying for two years. The platform has earned my trust three deploys at a time.

James Mendez VP Engineering, Constellate

★★★★★

We were skeptical of "managed everything." After two quarters in production we're skeptical of going back. The CLI alone has paid for itself.

Rina Kapoor Founding engineer, Helio

★★★★★

Our security team approved Lambda faster than the snack vendor. The audit logs and row-level policies wrote half our SOC 2 evidence by themselves.

David Han Head of Platform, Vector Labs

Ship like the teams above.

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