How fast can you ship an MVP?

A focused web app MVP starts at four weeks after a one-week discovery. The discovery produces a scoped backlog with acceptance criteria, so the build does not drift. We ship to a staging environment from the first week and move to production the moment the core flow works end to end.

Can you add AI features to a product that already exists?

Yes, and that is most of our AI work. We plug RAG assistants, document extraction, agents and automation into existing Next.js, Node.js, Python or PHP products without rewriting them. DiFacto is the reference: supplier invoices in many layouts, extracted and validated against quotes, replacing manual review.

What happens after launch?

You choose. Some founders take the code and hire in-house; we hand over documented repositories, infrastructure and runbooks. Others keep us on a care retainer or add a dedicated developer. Either way, monitoring with Sentry and Grafana, backups and rollback procedures are in place before we step back.

Who owns the code and the accounts?

You do, from the first day. Repositories live in your GitHub organization, infrastructure in your cloud or Coolify account, and model API keys in your name. We work inside your accounts rather than ours, so there is nothing to migrate when the engagement changes shape.

Industries · SaaS & Startups

From MVP to a product people pay for, with AI where it earns its place

Early-stage products need a team that can ship the first version in weeks and still be around for version ten. We built the GenAI document analysis behind DiFacto, a Danish construction SaaS, from model training to the Next.js front end, and a full HRMS with separate admin and employee portals. Same stack, same people, from the first commit to production monitoring.

Talk to us about saas & startups

The MVP took six months and still is not live

Scope grew, the agency changed developers twice, and the demo still runs on someone's laptop. Investors have seen slides but no users, and the runway is shorter than it was.

AI is on the roadmap but nobody owns it

The pitch promises intelligent features. The codebase has a single API call with no evaluation, no fallback and no idea what it costs per user. The first outage will come from the model.

Infrastructure costs more than the revenue

Managed services were easy to start and expensive to keep. Nobody set resource limits, backups are untested, and a single bad deploy would take the product down with no rollback.

What we do for saas & startups

SaaS & MVP

SaaS and MVP development: a working product with auth, billing, admin and analytics in eight weeks. Built in Next.js and Node.js by a senior team, from $15,000.

from $15,000

AI Integration

Add Claude and OpenAI features to the product you already run: document intelligence, extraction and validation pipelines, built in with tests and fallbacks.

from $5,000

RAG Assistants

Retrieval-augmented assistants built on your documents, tickets and databases: ingestion, embeddings, vector search and grounded answers with citations.

from $6,000

LLM Evals & Optimization

Evaluation sets, regression runs and guardrails for AI features you ship, plus model routing, caching and token budgets that cut your monthly model bill.

from $3,000

Cloud & DevOps

Host several production apps on one secured server with Docker, Coolify, Traefik and automatic TLS, plus GitHub deploys, backups and monitoring.

from $1,500

UI/UX Design

UI/UX and product design: research, user flows, wireframes, Figma design systems and clickable prototypes with developer handoff. Accessible design from $2,000.

from $2,000

Work in this industry

DiFacto

Construction SaaS

difacto.dk

Construction SaaS

Denmark

AI invoice control for Danish construction companies

A GenAI SaaS that reads supplier invoices in any layout, pulls out line items and prices, and checks them against quotes and price lists.

Next.js
React
Node.js
REST APIs

A European product company

HR software

A European product company

HR software

Europe

HRMS SaaS platform with admin and employee portals

A multi-tenant HR management system with separate admin and employee portals, JWT authentication and role-based access, shipped with CI/CD and production monitoring.

Next.js
NestJS
Node.js
TypeScript

RevixPlus (internal)

Cloud and DevOps

RevixPlus (internal)

Cloud and DevOps

Pakistan, serving US and EU traffic

Seven production apps on one server with Coolify

A multi-app hosting platform that runs six to seven production sites, WordPress and MERN alike, as Docker containers deployed from GitHub on one cost-efficient DigitalOcean droplet.

DigitalOcean
Coolify
Docker
Traefik

SaaS & Startups: questions people ask

Let's talk about your saas & startups business.

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