AI Agent & Automation Systems
Multi-agent pipelines, lead-gen automation, internal copilots. We've shipped 6-agent systems that replace whole workflows — not chatbots that quote your docs.
DWil is an AI-native software studio for early-stage founders. Founder-led, fast, and obsessed with shipping the version of your product that actually gets used.
Multi-agent pipelines, lead-gen automation, internal copilots. We've shipped 6-agent systems that replace whole workflows — not chatbots that quote your docs.
Production Flutter apps that ship to both stores in weeks.
React, Next.js and Django. Type-safe, tested, fast.
Idea → shipped product in a single focused engagement.


Punchline is an AI-powered news platform that transforms trending stories into engaging comic-style visual content. Instead of consuming long articles, users can scroll through short AI-generated comic stories that make news faster, more entertaining, and easier to understand. Built from idea to production, focusing on AI content generation, UI/UX, performance, and viral content mechanics.


Built a full-featured e-commerce platform for Jahzdajeweler with product management, user dashboards, secure authentication, and real-time order processing. Users can browse, add to cart, and checkout seamlessly. Admins manage inventory, orders, and analytics, all through a responsive, modern interface. Scalable, secure, and fully deployed.

Built Django REST API processing 10K predictions/day, Flutter app with real-time updates, AWS infrastructure scaling to 50K users. AI-driven sports prediction platform that analyzes historical data, performance metrics, and probability models to generate data-backed match insights. Built backend architecture, automated data pipelines, integrated predictive models, and optimized system for scalability and real-time decision intelligence.
30 minutes. We figure out if we're the right fit and what 'done' looks like.
Fixed scope, fixed timeline, fixed price. No surprise invoices.
Weekly demos. You see real product, not slides. We adjust as we learn.
Ship to production, hand over clean code, stay on for the first month.
Most MVP sprints land in 4–8 weeks. Automation systems are usually 2–5 weeks. We give you a fixed timeline before kickoff and stick to it.
Fixed price per project, not hourly. You see the full number before any contract is signed. Retainers available after launch for ongoing work.
We're a small, founder-led team that ships product, not decks. Every project has a senior engineer on the keys — no account managers, no offshoring, no surprise team swaps.
We design AI as a system, not a feature. That means orchestration, evals, fallbacks, and cost controls — so it works on day 90, not just in the demo.
Fully. Clean repo, documented, in your GitHub on day one. No lock-in.
One 30-minute call. We'll tell you if we can ship it.