Solution
Scale a PlatformPast the First Bottleneck
A platform scaling engagement for products that have outgrown the first architecture — performance work, database tuning, async jobs, multi-region, observability, the cost review and the on-call rotation that lets the team keep shipping features instead of fighting fires.
What this engagement covers
Platform scaling starts with the next bottleneck the data is pointing to — the database that locks, the synchronous job that times out, the deploy pipeline that takes twenty minutes. Between that first bottleneck and the next one, the work is profiling, load testing, the change, the monitoring and the on-call.
We do this as a series of focused engagements, each one aimed at the next bottleneck. The output is a more capable system, a more confident team, and a backlog of small rewrites that compound.
How the work is shaped
The first two weeks are profiling — a load test against the staging environment, a review of the production data, a written list of the next three changes ranked by impact and effort. The next two weeks are the first change — a focused piece of work, shipped behind a flag, with the rollback path tested.
The remaining weeks are the second and third change, scoped against the data and the on-call rotation. The next engagement is the next bottleneck, scoped against the metrics and the team feedback.
- A profiling and load test within the first two weeks.
- A written list of the next three changes ranked by impact and effort.
- Each change shipped behind a flag, with the rollback path tested.
- A 30-day post-shipment review with the on-call feedback and the next change scoped.
What it costs and what you get
A typical platform scaling engagement lands between ₹6 lakh and ₹25 lakh per phase, depending on the change and the on-call needs. The engagement is fixed scope, with a change process for anything that moves.
You get the change, the monitoring, the runbook and the on-call handover. The change is in your codebase, the monitoring is in your dashboards, and the runbook is the one your on-call can use. The system is yours to keep scaling.
Frequently asked
The questions the team asks
- How do you find the next bottleneck?
- Profiling in production, a load test against the staging environment, and a written review of the data. The bottleneck is usually the database (locks, slow queries, missing indexes) or the synchronous code paths that should be async. The review is short, with a ranked list of changes and the cost of each.
- Do we have to rewrite the system?
- Rarely. Most scaling work is a series of small rewrites, each one aimed at the next bottleneck. The rewrites are flagged, tested, deployed behind a feature flag and rolled back if they drift. The system becomes capable one piece at a time, without a freeze on new features.
- What about the cost of running the scaled system?
- A cost review is part of every phase. The capacity work is reviewed against the bill, the right-sizing is done against the actual usage, and the guardrails alert before the bill spikes. The goal is to make the system capable at a defensible cost, not to add capacity nobody needs.
Have a project in mind?Let’s scope it together.
Tell us the outcome you need. You get an approach, a rough timeline and next steps within one business day.