Production Reality, Not "Billable Hours."
From autonomous AI agents to hyper-scale SaaS platforms, we build the digital infrastructure that powers ambitious companies. Sovereign, scalable, and radically transparent.
Intelligent Platforms (Generative AI & Agents)
Turn your data into active intelligence.
We replace fragile "AI Wrappers" with robust engineering architectures. We don't just prompt models; we engineer the infrastructure around them. By decoupling reasoning from data, we build systems that don't just "talk" but they execute complex workflows, interact with external APIs, and make deterministic decisions based on your proprietary data.
Core Capabilities
High-Fidelity RAG (Hybrid Search & Re-ranking): We engineer Hybrid Retrieval Pipelines that combine Semantic Vectors with Exact-Match Keywords. By implementing Cross-Encoder Re-ranking, we grade every retrieved chunk for precision before the model sees it—ensuring hallucination-free responses across multilingual datasets.
Real-Time Voice Infrastructure (<500ms Latency): Deploy Voice AI Agents capable of sub-second latency and handling natural interruptions ("barge-ins"). These agents utilize Dynamic Tool Calling to query your CRM, check inventory, or book calendar slots live during the call without breaking flow.
Agentic Action & Tool Execution: Move from "Chatting" to "Doing." We build Agentic Workflows where the LLM acts as a reasoning router, autonomously triggering external tools (stripe, salesforce, SQL, calendars etc) to execute complex business tasks without human oversight.
The Glass Box Promise
Evaluation Pipelines: We implement "Model-as-a-Judge" systems to score every interaction for accuracy and tone before it hits production.
Data Sovereignty: Your embeddings and vector indices live in your cloud environment. We ensure your proprietary knowledge never leaks into public model training sets.
SaaS Platform Engineering
SaaS Architecture Engineered for Valuation.
A SaaS platform isn't just a website; it’s a living infrastructure. We partner with founders to build systems that survive the journey from MVP to IPO. We move beyond simple "coding" to engineer Product-Led Growth (PLG) engines—architectures designed to scale users, enforce security compliance, and integrate with the AI ecosystem of tomorrow without collapsing under their own weight.
Core Capabilities
Multi-Tenant Scale & Infrastructure as Code (IaC): We build for the "1 Million User" mark on Day 1. Utilizing Row-Level Security (RLS), we ensure strict data isolation where User A never sees User B's data—a requirement for SOC2 audits. We implement Zero-Downtime Deployment pipelines (CI/CD) and Infrastructure as Code, allowing your platform to auto-scale resources based on real-time demand, not guesswork.
Product-Led Growth (PLG) & Feature Gating:: Your code needs to sell itself. We engineer Dynamic Feature Gating that allows you to lock/unlock features based on subscription tiers immediately. We build frictionless onboarding flows ("Time-to-Value" optimization) and integrate deep analytics (PostHog/Segment) so you can track churn and usage patterns. This turns your engineering into a direct revenue driver.
AI-Ready Ecosystems & Public APIs: Even if you aren't building an AI tool today, your data needs to be ready for it tomorrow. We structure Modular Data Pipelines that are "clean" for machine learning ingestion and Vector Database connection. We also build documented Public APIs and Webhook Systems, allowing your product to integrate seamlessly with the modern stack (Zapier, Slack, Salesforce), making you indispensable to your customers.
The Glass Box Promise
Audit-Ready Code: Our code is written to pass due diligence. Clean, typed, and documented.
Security & Compliance: We bake in Role-Based Access Control (RBAC), MFA, and End-to-End Encryption from the start. We build to GDPR and SOC2 standards so you aren't rewriting code when legal gets involved.
Sovereign Handoff: You own the code, the API documentation, and the deployment strategy. We build assets, not dependencies.
Composable Web & Jamstack
High-Performance Marketing Infrastructure.
Your marketing site is your primary revenue engine. We decouple your frontend from your content to resolve the eternal conflict between Marketing and Engineering. We deliver Next.js Architectures that give your marketing team total autonomy to publish campaigns instantly, while your engineering team gets a secure, maintenance-free codebase that loads instantly globally.
Core Capabilities
Visual CMS & Marketing Autonomy: top asking developers to change headline text. We configure Headless CMS platforms (Sanity, Prismic) with Visual Editing and Live Previews. Your marketing team gets a drag-and-drop page builder experience, but the output is clean, semantic code not the "div soup" generated by Wix or Elementor.
Global Edge Performance (SEO Dominance): Speed is a ranking factor. We deploy to the Edge Network (Vercel/Netlify), ensuring your site loads in <100ms globally. We utilize Static Site Generation (SSR) to serve static HTML that updates dynamically. This guarantees 100/100 Core Web Vitals, protecting your Google Ad Quality Score and organic rankings.
Unhackable Static Architecture: Monoliths (like WordPress) are security liabilities. By pre-rendering your site, we remove the database execution layer from the public web. There is no backend to hack, no plugins to update, and no server maintenance required. It is Secure by Design.
The Glass Box Promise
Structured Content Modeling: We don't just paste text; we model your content data so it can be reused across mobile apps, emails, and future platforms.
No Vendor Lock-in: You own the repo and the content data. We build portable assets
Technical Remediation (Asset Rescue)
Stabilizing Distressed Codebases.
The most expensive code is the code you have to throw away. We specialize in Software Forensics for projects suffering from technical debt or failed handovers. We don't just "fix bugs"; we systematically audit, document, and refactor your infrastructure using the Strangler Pattern, ensuring your app survives the jump to scale without pausing operations.
Core Capabilities
Forensic Code Audits & Risk Assessment: We provide a brutally honest "State of the Union" for your codebase. We scan for Security Vulnerabilities, Architectural Drift, and Hidden Technical Debt. You receive a detailed "Red/Green" report telling you exactly what can be saved, what must be refactored, and the ROI of fixing it.
Systematic Refactoring (The Strangler Pattern): We don't just "rewrite everything" (which kills business momentum). We use the Strangler Fig Pattern to incrementally replace legacy/broken components with modern, tested code while the application stays live. We pay down technical debt without pausing your business operations.
Performance Engineering & Database Tuning: If your app is slow, your users are leaving. We optimize Database Queries (N+1 problems), implement caching layers (Redis), and fix memory leaks. We prepare "MVP" code for "Scale-Up" reality, ensuring you can handle 10x traffic without a crash.
The Glass Box Promise
Documentation as a Deliverable: We leave the codebase fully documented (JSDoc, READMEs, Architecture Diagrams).
Test Coverage: We add Unit and Integration tests to critical paths, so the bugs we fix stay fixed.