MB Softworks

Services

Six ways we help teams ship.

Every engagement starts from the same place: what has to be true for this to work, and what's the fastest honest path to get there.

01

Product Engineering

Zero-to-one builds for founders who need a real product, not a prototype — architected to survive first contact with real users.

  • Product scoping and technical architecture
  • Full-stack build: web, mobile, and API layers
  • Payments, auth, and third-party integrations
  • Launch-ready infrastructure and CI/CD from day one

Good fit if — Pre-seed to Series A teams building or rebuilding a core product.

02

Platform Modernization & Scaling

Migrate off fragile foundations and re-architect for the load, reliability, and velocity your next stage demands.

  • Legacy codebase audits and migration planning
  • Database and infrastructure re-architecture
  • Performance, cost, and reliability engineering
  • Incremental delivery — no big-bang rewrites

Good fit if — Growth-stage companies outgrowing their MVP-era stack.

03

AI & Automation Integration

Ship AI features and internal agentic workflows that are evaluated, monitored, and safe to put in front of real users.

  • LLM-powered product features and copilots
  • Retrieval, evaluation, and guardrail design
  • Internal automation and agentic tooling
  • Model and vendor selection grounded in cost and latency budgets

Good fit if — Teams adding AI to a product or automating internal operations.

04

Education Technology Systems

Purpose-built platforms for cohorts, courses, and progress tracking — for bootcamps, universities, and training providers.

  • Student information and cohort management systems
  • Progress tracking, assignment, and review workflows
  • Instructor and administrator tooling with role-based access
  • Integrations with existing LMS and SIS infrastructure

Good fit if — Bootcamps, universities, and departments running structured programs.

05

Embedded Engineering Teams

A dedicated pod that plugs into your team and roadmap — same standards, same velocity, no ramp-up tax after week one.

  • Senior engineers embedded in your existing workflow
  • Flexible scale-up and scale-down month to month
  • Async-friendly, timezone-aware collaboration
  • Direct communication with your product and eng leads

Good fit if — Teams that need to ship faster without a slow hiring cycle.

06

Data & Analytics Infrastructure

The reporting and internal tooling layer that lets a growing team see what's actually happening in the business.

  • Dashboards and operational reporting
  • Data pipelines and warehousing
  • Internal admin and ops tools
  • Event tracking and product analytics setup

Good fit if — Teams flying blind on operational or product data.

Engagement models

Pick the shape that fits.

6–10 weeks

Fixed-Scope Sprint

A defined build with a fixed scope and price — best for an MVP, a redesign, or a well-bounded feature.

Monthly, ongoing

Embedded Team

A dedicated pod that joins your roadmap and rituals. Scale up or down monthly as priorities shift.

Part-time, ongoing

Fractional / Advisory

Senior technical guidance — architecture reviews, hiring input, and roadmap sanity checks — without a full-time hire.

Not sure which fits your build?

Tell us the problem, not the solution. We'll tell you the shape of engagement that makes sense.

Start a project