AI Solutions
Design and ship AI capabilities that sit inside real products and real workflows, with measurable outcomes.
- Use-case discovery
- Retrieval architecture
- Evaluation harness
From zero to multi-tenant
Tenancy, billing, permissions, onboarding and operations designed together so growth does not force a rewrite.
The problem
The interesting feature is rarely what sinks a SaaS product. It is tenancy bolted on late, permissions that cannot express real organisations, billing that drifts from entitlements, and no way to support a customer without a database console.
Our approach
We establish tenancy, identity, roles, entitlements, billing and audit as a foundation, then build product on top. Support and operations tooling ship alongside the product rather than being retrofitted after the first difficult customer.
Capabilities
Isolation model chosen deliberately, with data boundaries enforced in code.
Organisations, teams and granular permissions that mirror real structures.
Plans, seats, usage and limits that stay consistent with what customers can access.
Self-service signup, invites and setup flows that reduce time to first value.
Impersonation, audit logs and diagnostics so support does not need engineers.
Activation, retention and feature adoption measured from the start.
Also covered
Process
Each phase ends with something you can see, use and judge.
Tenancy, identity and pricing model decided before the first feature.
Auth, roles, billing and admin tooling built as the platform base.
Feature development on solid foundations, released continuously.
Performance, cost and reliability work as customer count grows.
Technology
Outcomes
Use cases
A platform purpose-built for one industry's workflow.
Turn a system that works internally into a commercial offering.
Move a legacy hosted application to a modern multi-tenant architecture.
FAQ
Shared schema with enforced row-level boundaries suits most products. Isolated databases when compliance, data residency or very large tenants require it — decided early, because changing later is expensive.
Related
Design and ship AI capabilities that sit inside real products and real workflows, with measurable outcomes.
Transform repetitive business processes into intelligent automated workflows that run reliably and report on themselves.
Production web applications engineered for speed, accessibility and maintenance over years, not weeks.
//Start a conversation
Tell us where you are today and what you need to be true in six months. We will map the route.