SaaS scaling hits an invisible wall when the platform architecture can't stretch. Multi-tenancy, database sharding, upgrade paths, team scaling. Consult Saksham brings 12 years of scaling SaaS systems from PMF through public-company readiness, helping teams find that ceiling before they hit it in production.
The practice focuses on three core tensions in SaaS scaling: when architecture limits feature velocity, when unit economics depend on inference precision, when adding new verticals requires rethinking multi-tenant design.
Row-level security, data isolation, noisy neighbor patterns, upgrade strategy. The practice has migrated monoliths to true multi-tenancy and helped teams plan the architecture that survives the next three years of customer growth.
LLM embeddings in your product feel inevitable until you run the math at 10M tokens per day. The practice helps SaaS leaders build AI features that stay unit-positive as scale increases.
The practice has built infrastructure alongside SaaS founders. Consult Saksham operates with direct shipping experience, not consulting playbooks.
Three to four weeks. Principal-led platform, data, and delivery review with a written plan.
Monthly retainer at the right cadence for the stage. Weekly call, hire panels, board prep.
Build, buy, partner across the SaaS-relevant use cases. Governance and economics included.
Ten to fifteen business days. Investor memo, 100-day plan, direct readout.
Single-tenant architecture had worked at 50 customers. At 400, every new feature required 400 separate deployments. Engineering velocity had collapsed. The team was spending more time on operations than product.
Saksham scoped a phased multi-tenant migration that kept existing customers live and unaffected. The migration ran over twelve weeks with zero customer-facing incidents. Feature deployment went from days to minutes. Engineering velocity tripled within the quarter.
The first conversation is thirty minutes. By the end of it, the shape of the engagement is clear.