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.
...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.
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.
Agents inside Maûdel are coordinated and orchestrated to work toward very specific outcomes. That coordination is the essence of agentic engineering.
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.
An AI operations stack, not a single tool
Just as a machine shop builds its own jigs, we've built the tools that make our software better and faster. Here's a look at the ones we're proudest of.
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
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
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
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
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
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 MaûdelWe 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.
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.

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.

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.
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We've helped organizations of all sizes achieve their digital transformation goals.







Ready to build enterprise software without the slop?
Better AI software, faster.