Three Ways We Turn AI Into Business Value
We're not a general-purpose dev shop. We do three things — and we do them well enough to bet our own products on them.
Solve Problems with AI
You have a specific business problem — manual processes eating hours, data locked in documents, decisions made on gut feel instead of intelligence. We build custom AI systems that solve it.
We work inside regulated and high-stakes environments — finance, construction, real estate — where accuracy matters and "close enough" isn't good enough. Every solution includes explainability, audit trails, and human oversight.
Document Intelligence
Extract structured data from contracts, invoices, RFPs, and regulatory filings. Our AI reads what humans skim.
Media Monitoring
Real-time surveillance of news, filings, and social signals across hundreds of sources with AI-powered summarization.
Private LLM Deployments
Enterprise AI that never leaves your infrastructure. On-premise or VPC-hosted models with your data, your rules.
Compliance Automation
Automated regulatory checks, audit trail generation, and policy enforcement — built for regulated industries.
Deep Research Platforms
Multi-source synthesis engines that combine LLMs with structured databases to produce verified, cited research.
AI-Powered Estimation
Historical data analysis for cost estimation, bid pricing, and financial forecasting with explainable outputs.
Full-Stack Development
Vue 3 + Nuxt.js frontends, FastAPI or Node.js backends, PostgreSQL with SQLAlchemy — modular, standards-based, production-grade from day one.
Containerized Architecture
Every service runs in Docker containers with multi-stage builds. Full local dev via Docker Compose — no cloud dependencies required.
Cloud-Portable Infrastructure
Terraform-managed IaC deployable to AWS, GCP, or Azure. Tiered portability strategy that keeps your options open.
Payment & Billing
Stripe Connect for per-client payments, subscriptions, ACH, and marketplace payouts with built-in cost tracking and reconciliation.
API Design & Data Layer
FastAPI or Node.js with auto-generated OpenAPI specs, JWT auth, and clean data access layers decoupled from business logic.
CI/CD & Launch
GitHub Actions pipelines, containerized deployments, Redis caching — we ship working software in 2-week sprints.
Build Custom Applications
You have a product idea — or a workflow that should be a product. We take it from concept to shipped product, handling everything from architecture to payment integration to launch.
We build on a containerized, cloud-portable stack — Vue 3, Nuxt.js, FastAPI or Node.js, PostgreSQL, Docker — designed to run anywhere. Every application ships with Terraform IaC, CI/CD pipelines, and Docker Compose for local development with zero cloud dependencies.
Create AI Agents & Assistants
Not chatbots that parrot FAQs. We build agents that understand your domain, reason through complex scenarios, take actions across your systems, and know when to loop in a human.
Our agents power everything from Leazbee's AI Concierge (handling maintenance requests and lease renewals) to document analysis pipelines in financial services. Same technology, adapted to your context.
Domain-Specific Chatbots
AI assistants trained on your data that answer questions, guide workflows, and handle customer interactions in your language.
Workflow Orchestration
Multi-step agents that coordinate tasks across systems — from intake to decision to action — with human oversight built in.
Multi-LLM Synthesis
Combine outputs from multiple AI models for higher accuracy, cross-validation, and reduced hallucination in critical workflows.
Decision Automation
AI systems that evaluate, score, and recommend — from tenant screening to bid analysis — with full explainability.
RAG & Knowledge Bases
Retrieval-augmented generation over your documents, manuals, and databases — answers grounded in your actual data.
Human-in-the-Loop
Every agent we build includes review checkpoints, override controls, and escalation paths. AI augments — humans decide.
How We Work
No 6-month discovery phases. No 80-page proposals. We move fast and ship working software.
Discovery
We sit down with you and dig into the actual problem. No slide decks — we want to understand the pain, the workflow, and where AI fits.
Architecture
We design the solution — tech stack, data flow, AI models, integrations — and map out what MVP looks like vs. the full vision.
Build & Iterate
We ship working software in 2-week sprints. You see real progress every cycle — not wireframes, working product.
Launch & Support
We deploy to production, monitor performance, and stay on for a stabilization period. Your success is our proof of work.
Ready to Solve a Business Problem?
Tell us about your challenge. We'll tell you honestly whether AI is the right approach — and what it would take to build it.