Workflow AppsWorkflow Apps

AI-accelerated development · Malvern, PA

Production Software.
AI Speed.

Custom applications, AI systems, and automation for organizations that need production-grade results on compressed timelines.

Start a ProjectSee recent work
Scoped plan with milestones
Week 1
Scoped plan with milestones
Production build, weekly demos
Weeks 3–8
Production build, weekly demos
Less manual operations work in an agency AI rollout
60%
Less manual operations work in an agency AI rollout

Services

Four Practices. One Way of Working.

AI-accelerated, production-grade, no throwaway prototypes. Pick the entry point that matches the problem.

AI-Accelerated Development

Custom web apps, SaaS platforms, mobile apps, and internal tools. Built with AI in the loop, shipped as production code.

  • Custom Web Applications
  • SaaS & Product Development
  • Mobile Applications
  • Internal Business Tools
  • MVP-to-Production

AI Automation

Agent orchestration, retrieval systems, and workflow automation that run operational processes without adding headcount.

  • AI Agent Orchestration
  • RAG Systems
  • Workflow Automation
  • Voice Agents

Application Modernization

Architecture audits, cloud migration, and infrastructure work for applications that need to scale past their foundations.

  • Architecture Audits
  • AWS & Cloud Migration
  • Legacy System Modernization
  • Infrastructure Consulting

AI Strategy & Advisory

Opportunity audits, implementation leadership, and governance for organizations making AI an operating priority.

  • AI Opportunity Audit
  • AI Implementation
  • Fractional CAIO
  • AI Governance & Roadmapping

Who It's For

For Projects That Have to Work in Production.

You prototyped something with AI tools.

It works in a demo. Your organization wants it in production. You need a team that understands AI-built code and can take it from here.

You need a custom application built.

No internal dev team and no appetite for a six-month timeline. You need a partner who architects, builds, and ships.

Your application works but cannot scale.

Legacy architecture, manual infrastructure, fragile foundations. You need an audit and a migration plan, not a full rewrite.

Your development team is at capacity.

You need to clear the backlog without the overhead of hiring. We plug into your process and ship against your roadmap.

Your operations run on manual processes.

Intake, follow-up, reporting, onboarding. You need automation that handles it, not another SaaS subscription to manage.

Your people use AI. Your organization does not.

A few people are three times more productive; most haven't started. You need AI deployed across departments, not a workshop.

Process

Four Phases. No Surprises.

Every engagement runs the same way, whether it's a new build, an automation rollout, or a modernization.

  1. Scope

    Week 1

    Audit what exists and define what needs to be built.

    More

    If you have a prototype, we assess it. If you're starting from requirements, we map the architecture. You leave with a scoped plan, milestones, and a timeline.

  2. Architect

    Week 2

    Architecture, stack decisions, and a delivery roadmap.

    More

    Infrastructure, data model, API structure, and deployment strategy are settled before production code is written. No building without a blueprint.

  3. Build

    Weeks 3–8

    AI-accelerated development with something to review every week.

    More

    Production code, not throwaway prototypes. AI runs through our whole development process to compress the timeline; review and testing keep the quality bar where it belongs.

  4. Ship & Support

    Week 8+

    Deployment, documentation, and handoff.

    More

    We deploy to your infrastructure, document the system, and walk your team through it. Maintenance and iteration retainers are available if you want us to stay on.

Selected Work

Briefs From Recent Engagements.

What we were asked to do, what we built, and what changed.

Stack

Tool-Agnostic. Framework-Flexible.

We pick tools for the system you need to run, not the one we happen to like.

  • TypeScriptNext.jsReactAstroTailwind CSSFlutterPython
  • SupabasePostgreSQLDrizzleCloudflare D1Firebase
  • Cloudflare WorkersAWSVercelDockerGitHub Actions
  • ClaudeGeminiWorkers AIVectorizeMCPn8nVapi

Insights

Notes From the Build.

How we think about automation, retrieval, and shipping AI systems that hold up in production.

All insights

Ready to Build?

Tell us what you're working on. You'll hear back within one business day with a yes, a scope estimate, or a better question.

Start a Project