Leaders in ADLC - Agentic Development Lifecycle

We build the AI tools that build enterprise software, better and faster.

For twenty years reUrgency has shipped enterprise software, from startups to Fortune 50 teams. We took our leadership in SDLC and now lead in ADLC by building the AI platforms, skills, and pipelines that make that delivery faster, without the slop.

JCI logo
Rotary logo
Nassal logo

Trusted by enterprise teams
for 20 years.

Vibe Coding vs Agentic Engineering
...vibe coding is about raising the floor for everyone in terms of what they can do in software... agentic engineering is about preserving the quality bar of what existed before in professional software.
Andrej Karpathy former Director of AI at Tesla · coined “vibe coding”
The ADLC Advantage

Speed is a given. We go three for three.

Anyone can chase speed. Coordinating agents to go faster without giving up quality, then holding that line at scale, is where Maûdel lives.

Speed Quality Scale
Vibe Coding Go faster.
Agentic Engineering Go faster and hold the quality bar.

Agents inside Maûdel are coordinated and orchestrated to work toward very specific outcomes. That coordination is the essence of agentic engineering.

Our Principles

Better AI Software Faster

Over 20 years we earned a reputation of expeditious dev cycles with very high quality software due to our unique development process.

We've done it again with ADLC - Agentic Development Lifecycle. Over the last several years we've developed a propriety AI development process, that gives the edge in these areas:

Speed!

Oh, have we got speed! We use a proprietary blend of AI Agents, honed Skills and custom Harnesses and other secret sauce to achieve dev speeds exceeding 5x of previously already high standards.

Quality

We've built state of the art evaluation tools for Plan Review and Code Review that spawns a finder fleet of up to 8 adversarial agents to review AI output and configurable human in the loop (HITL) checkpoints to ensure highest quality deliveries.

Security

Security is a First-Class Concern in our systems. Our siloed agent architecture and strict guardrail testing achieve standards our HIPAA clients require. It taps into advisory systems updated daily to address real-time vulnerabilities.

What We've Built

Products forged in the fire of real delivery

Every one of these was built to solve a real problem, then hardened until it was ready for production.

Form Filling AI preview
Product

Form Filling AI

Talk it, don't type it. A spoken conversation becomes a completed, structured form, no keyboard required.

  • Real-time transcription with speaker separation
  • Every field backed by a confidence score and the source quote
  • Voice-prompts you for anything it's missing
Patient AI preview
Healthcare

Patient AI

Ambient clinical documentation. The clinician talks to the patient; Patient AI drafts the note for review.

  • Medical-tuned speech-to-text
  • SOAP, SBAR, and custom note templates
  • Anti-fabrication prompting, clinician always in control
Code-Review Benchmark preview
Benchmark

Code-Review Benchmark

We measure our own AI with ground truth, not vibes. We score review harnesses on recall-per-token.

  • Scored against a 52-finding human answer key
  • Quality weighed against real cost
  • Frozen, reproducible scenarios
AI Customer Support preview
Product

AI Customer Support

A self-learning email system that drafts support replies for human review, and gets sharper over time.

  • RAG knowledge base of your FAQs and answers
  • Drafts a reply, a human approves
  • Every approved answer feeds back in
Outcome-Based Programming

Built for the builder economy

The builder economy needs good tools, not a terminal. When anyone can build, building becomes the easy part. Doing it in a way that stays sane, organized, structured and safe is the hard part, and that is exactly what Maûdel does.

Start with the outcome

Describe the result you need, not the thousand keystrokes to get there. Maûdel turns intent into a plan.

Agents do the building

Coordinated, orchestrated agents generate, review, and verify the code, so the building itself is no longer the bottleneck.

Sane, structured, at scale

Enterprise-grade guardrails keep builder speed from turning into builder debt, from a team of one to a Fortune 500.

Moving from developer tools to builder tools, and building enterprise-grade software without the slop.

See Maûdel
Services

We take the Vibe Slop out of ADLC

We've seen the Web 2.0, the Mobile Mania, the Cloud migration... And now AI is here. We've baked our combined decades of engineering expertise into our AI solutions. We build enterprise-grade software without the Vibe compromise.

Don't get left behind. Let us help you build better AI software, faster.

Get in Touch

Modern Enterprise Web Applications

Modern web applications are built with the latest technologies and best practices. We build scalable, secure, and responsive web applications that are easy to maintain and provide a great user experience. Whether you are a startup or a Fortune 500 company, we've seen it and done it all. But now we get to do it faster and better than ever before with our proprietary AI development process.

Modern Enterprise Web Applications

ADLC Development Methodology

From deep-skills to Maûdel we maximize efficiency and quality by re-inventing SDLC into ADLC. ADLC development methodologies are used to deliver higher-quality software faster and budget-friendly. We move from a developer-centric approach to a builder-centric approach. We build the tools that build the software. With Maûdel, teams can achieve faster development cycles, higher quality at scale.

AI Enhanced User Experiences

Our self-learning tools have taken 1000's of design and development turns producing ultra-maximized UX scenarios for users. We also optimize documentation and API's for agent usage in cases where agentic traffic is expected. Our in-house design experts have developed dozens of custom themes based on decades of UI/UX experience that are used by design agents. Only that which we would be proud to put our name on.

AI Enhanced User Experiences
Features

Powerful AI Integrations Improve User Experience

Supercharge your new or current application with integrated AI!

Customer Service Chat

Customer facing chat bots can help answer questions, provide information, and assist with common tasks. Trained with your company data, chat bots improve customer service, reduce response times, and enhance customer satisfaction.

Task Automation

Automate routine tasks with an AI Assistant. For example, customer support emails scanned by an AI Assistant are categorized as a suggestion, question or complaint. A draft email is composed by the AI assistant and queued for human approval - substantially reduce reply time and minimize manual work.

Intelligent Form Filling Autocompletion

Use artificial intelligence to predict and complete form fields based on user input and historical patterns. Speed up form completion, reduce errors, and improve user experience.

Data Extraction

Identify semantically important details such as names, dates, addresses, and figures in uploaded documents, forms, invoices, and more. The extractions can be used to automate data entry, improve data accuracy, and reduce manual work.

Voice-to-Text Data Entry

AI assisted speech recognition can transcribe audio recordings, dictate text, and automate data entry processes. Whether on the office laptop or on the go with a mobile device, voice-to-text data entry can save time and improve productivity.

Predictive Analytics

Business intelligence tools can be used to analyze data, identify trends, and make predictions about future outcomes. Predictive analytics can be used to forecast sales, optimize marketing campaigns, and improve decision-making processes.

Testimonials

Our customers love us

In more recent years, reUrgency emerged as a true champion of artificial intelligence integration within our workflows, demonstrating superior knowledge of AI best practices and a forward-thinking innovation mindset. They did not simply follow industry trends; they helped shape our direction. The improvements they delivered were not incremental. They were transformational.

Robert Passante

Lead UI Architect–Arbitration Forums, Inc.

I am pleased to recommend reUrgency without reservation. They delivered a full modernization of our international court case management system, used by a consortium of eight national judicial organizations across four continents, with a focused team of just a few people. They applied large language models to accelerate the work and productized that experience into Maûdel: evidence of a partner who solves the immediate problem and then advances the state of the art.

Jim McMillan

National Center for State Courts (retired)

This is huge. Few realize the effort and talent that went into producing this app, preparing the DB, the realtime data acquisition, and the remarkable event record that has been produced. Never in the 74 years of derby history have race results been reported realtime to so many folks and recorded in this detail with such an attractive presentation layer. The head shot of each driver in each heat, 1st 2nd 3rd place recorded, with elapsed time of the winner, all in a dynamic, colorful, scrollable “re-live the moment” format – wow!

Ken Morrow

Information Technology Advisor–All-American Soap Box Derby

We have relied on reUrgency’s expertise for dozens of complex enterprise applications. They embrace a ‘can-do’ attitude and take ownership of our projects as if they are their own. We highly recommend reUrgency to any firm needing a mission-critical application.

Keith Evans

Johnson Controls Program Manager–Johnson Controls

After using many firms to build my application, and experiencing the frustration of missed deadlines and confusion understanding our complex needs, reUrgency came through as true professionals.

Reginald Nosegbe

WealthQube CEO, Founder

We get raving reviews all the time about the Find It! app. We loved working with reUrgency and would use them again without hesitation!

John ‘Lites’ Leenhouts

President & CEO, SUN ’n FUN

Ready to build enterprise software without the slop?

Better AI software, faster.