Capability

    SaaS Product & Architecture

    SaaS is the foundation of what we do. Production AI sits on top of tenancy, identity, permissions, usage, metering, APIs, admin controls and unit economics. When those are right, everything built on them is easier.

    Problems we help solve

    What usually brings teams to us

    • The architecture that got you to product-market fit is slowing you down now.
    • Enterprise customers ask for isolation, SSO, audit logs and admin controls you don't have yet.
    • Pricing, metering and cost per tenant are not connected, so margins are a guess.
    • A modernisation keeps being postponed because nobody can scope it safely.

    Typical situations and decisions

    Situations

    • Moving from single-tenant to multi-tenant
    • Preparing for the first enterprise deals
    • Planning a platform modernisation
    • Adding usage-based pricing
    • Introducing AI on top of an existing SaaS product

    Decisions we help you make

    • Silo, pool or bridge tenancy model
    • Where identity and permissions live
    • What to meter and how to attribute cost
    • What to modernise first, and what to leave alone
    • Build versus buy for platform components

    How we work

    1. 1.

      Start with the product and commercial goal, not the diagram.
    2. 2.

      Review the current architecture with your engineers, in the code where useful.
    3. 3.

      Write down options, trade-offs and a recommendation you can defend.
    4. 4.

      Stay for implementation when you want an extra senior pair of hands.

    Experience behind the work

    Relevant proof

    Siva's prior professional experience includes building a cloud-native multi-tenant integration platform as software architect and engineering manager, and six+ years at AWS working on SaaS architecture with 50+ software companies across EMEA.

    This describes Siva's prior professional experience, not Wolkn Minds client results. Meet Siva

    Where this capability is applied: AI Production Readiness

    Have a decision in this area?

    Tell us what you are working through. We start with the context and tell you plainly if we can help.

    Prefer email? hello@wolknminds.com