AI Development for SaaS
Custom software with Claude / GPT inside, shipped in 2-8 weeks. NDA-first.
Top Rated Plus Upwork · 100% JSS · 25% timeline guarantee · NDA before details
Wolrix has shipped a multi-tenant SaaS-shaped operations platform — row-level security, 5 user roles, 1,000+ daily ops, Stripe per-tenant, Clerk org management, subdomain isolation — in 6 weeks. We've also done $12K / 2-week SaaS launches that hit paying users by week 3 (AI candidate screening tool, anonymized). Top Rated Plus on Upwork, 100% Job Success Score, 42 projects, $200K+ earned, 5 production platforms shipped, 4 industries with shipped proofs. We work in SaaS on the same model: one technical lead, fixed price, 2-8 weeks, NDA before any details. Tenant isolation is row-level, not advisory. Stripe is per-tenant, not "one Stripe account, oh well." AI retrofits drop into your existing stack with eval harness and per-tenant cost telemetry; we don't rip and replace.
What we've shipped in SaaS
Real platform, anonymized. References on call after NDA.
Multi-tenant operations platform
A multi-tenant operations platform with row-level security, 5 user roles, 1,000+ daily ops, Stripe per-tenant, and subdomain isolation. The MSP platform productized as multi-tenant SaaS.
- Row-level security in Postgres + tenant-scoped Drizzle queries
- Stripe Customer per tenant — billing isolation by default
- Subdomain isolation via Vercel wildcard
- Clerk org management with role hierarchy
- 1,000+ daily ops across 5 user roles
What we'd build in SaaS
Concrete patterns named with stack components. AI as a feature, not a gimmick.
Multi-tenant SaaS from zero
Next.js + Postgres RLS + Drizzle + Stripe per-tenant + Clerk orgs + Vercel wildcard subdomains. Day 1 ship; Day 14 paying users on the lean version.
AI retrofit on existing SaaS
Drop Claude or GPT into one feature inside your existing app. Eval harness, cost telemetry per tenant, prompt versioning. We don't rip and replace your stack.
Per-tenant AI cost controls
Token budgets per tenant, hard caps with alerting, per-feature cost reporting in the operator console. Stops surprise OpenAI bills before they hit your margin.
Admin / impersonation console
Cross-tenant view: users, MRR, churn, support flags. SQL-backed. Impersonate-as-user with audit log so support can debug without a screen-share.
How we handle SaaS-specific concerns
Tenant isolation via row-level security in Postgres plus tenant-scoped Drizzle queries — a hard boundary, not a WHERE clause anyone can forget. One Stripe Customer per tenant so billing stays isolated. Subdomains via Vercel wildcard. Auth via NextAuth or Clerk with org switching, role hierarchy, and SSO-ready on day one.
For AI features, per-tenant token budgets and hard caps. Cost telemetry rolled up in the operator console so a noisy customer can't blow your OpenAI bill. Eval harness on every prompt change so you don't ship regressions.
Boring tools, sharp choices.
Same stack across every engagement. Plus Clerk for SSO/MFA on enterprise plans.
Three tiers. Fixed price.
Quote in 48 hours after the spec call. AI retrofits start at $10K.
Lean SaaS launch or AI retrofit. One feature, one model integration, eval harness, cost telemetry. We've done $12K / 2-week paying-users-week-3 launches.
Start a Build engagementFull multi-tenant SaaS: RLS, Clerk orgs, Stripe per-tenant, subdomain isolation, admin console. The 6-week reference build, productized.
Start a Scale engagementArchitecture review, multi-tenancy audit, AI rollout strategy, eval harness setup, on-call advisory for an existing SaaS codebase.
Start a Consult engagementSaaS buyer questions
Asked on every intro call. Answered up front so you can decide before booking.
What SaaS platforms have you shipped?
A multi-tenant operations platform with row-level security, 5 user roles, 1,000+ daily ops, Stripe per-tenant, subdomain isolation — 6 weeks. Anonymized.
How do you handle multi-tenancy?
Tenant isolation via row-level security in Postgres + tenant-scoped Drizzle queries. One Stripe Customer per tenant. Subdomains via Vercel wildcard. Auth via NextAuth or Clerk with org switching.
Can I add AI to my existing SaaS?
Yes. Most existing SaaS retrofits land in the Build tier ($10K-$25K, 2-4 weeks): one feature, one model integration, eval harness, cost telemetry per tenant. We don't rip and replace your stack.
What's the cheapest SaaS launch?
Build tier at $10K. Day 1 ship: Next.js + Postgres + Stripe Checkout + Resend + Vercel. Day 14: paying users. We've done this for an AI candidate screening tool — $12K, 2 weeks, paying users week 3.
Send the spec. Get the quote.
Fixed quote in 48h. Or book a 30-minute intro and walk through the work in real time.
Top Rated Plus Upwork · 100% JSS · 42 projects · $200K+ earned · 25% timeline guarantee