MVP in 8–12 weeks
Product design, architecture and a production-grade first release with analytics wired in from day one.
SaaS & Startups
From MVP to Series B without rewriting the codebase.
Product engineering for founders and product teams: ship the first version in weeks, then scale it — with AI features that are a moat, not a demo.
What we hear from saas leaders
The problems worth solving.
- Speed vs. debtYou need to ship this quarter and still have a codebase investors' technical diligence will respect.
- AI expectationsEvery buyer now asks “what’s your AI story?” — and a wrapper around a chat API will not survive the pilot.
- Multi-tenant scaleTenancy, billing, RBAC, usage metering and SOC 2 readiness are table stakes, not features.
- Team elasticityHiring senior engineers takes months; runway does not wait.
What we build
Solutions for SaaS & Startups.
AI-native features
Copilots, agents, semantic search and document intelligence built on evals — with usage-based cost control your CFO will love.
Scale-ready platform
Multi-tenant architecture, billing (Stripe), SSO/RBAC, audit logs, observability and SOC 2 groundwork.
Embedded senior squad
A tech lead, engineers and a designer who work in your repo and your rituals, scaling up or down in two weeks.
Compliance & standards
SOC 2 readiness GDPR CCPA OWASP ASVS
Typical stack
Next.jsReactNode.js.NETPythonPostgreSQLStripeAuth0AWSAzureOpenAIClaudepgvector
Proof
Recent saas work.
AI dispatch engine for a 400-truck regional carrier
Replaced spreadsheet dispatching with an ML-ranked assignment engine and driver mobile app. Integrated with the existing TMS instead of replacing it.
38%more loads per dispatcher
11 wksto first production release
Shop-floor IoT and predictive maintenance
Sensors on 60 CNC machines, edge gateways, a real-time dashboard and anomaly alerts. Built by engineers who have actually run a machine shop.
31%less unplanned downtime
6 mopayback
FAQ
SaaS questions.
Can you work with an existing early-stage codebase?
Yes. We begin with a two-day technical audit, stabilise the release pipeline and test coverage, then deliver features while paying down the debt that actually blocks you — not all of it.
Do you take equity or work on a success basis?
We work on standard commercial terms so that our incentives stay simple: ship what you need, when you need it. We are happy to discuss milestone-based structures for funded startups.
How do you handle technical due diligence?
We produce architecture decision records, dependency inventories, security posture notes and test reports as part of delivery, so diligence is a folder, not a fire drill.
Building for saas? Start with a 45-minute technical consultation.
You leave with an honest read on feasibility, risk and approach — from an architect who has shipped in your industry.