Seven disciplines. One team. Zero handoffs.
We don't generalize — each practice is led by engineers who've done it at scale, multiple times.
AI / LLM Development
Custom large language model integrations, RAG pipelines, fine-tuned models, and AI-native product architecture. We've shipped GPT-4, Claude, and Mistral-based systems to production.
SaaS Development
Full-stack SaaS platforms with multi-tenancy, billing, auth, and analytics — architected to scale from 0 to 100k users without a rewrite.
Data Engineering
End-to-end data pipelines, warehousing, and real-time streaming architectures built for analytics at scale.
Cybersecurity
Penetration testing, secure architecture reviews, SOC 2 readiness, and ongoing security monitoring for high-stakes systems.
Software Outsourcing
Embedded engineering teams that work inside your processes — daily standups, your stack, your repo. Senior engineers only, no juniors.
Automation Consulting
Map and eliminate manual bottlenecks with intelligent workflow automation — from RPA to custom orchestration layers.
Niche Web & App Dev
High-end digital products for demanding clients — interactive experiences, real-time platforms, and niche tools that off-the-shelf solutions can't touch.
Go deep on what matters most to you.
Production AI that earns its inference costs
We don't bolt ChatGPT onto your product and call it AI. We architect full-stack intelligent systems — custom retrieval, evaluation pipelines, guardrails, and latency-optimized serving layers.
- RAG pipelines with hybrid dense + sparse retrieval
- Fine-tuned domain-specific models on proprietary data
- LLM evaluation frameworks with automated regression testing
- Streaming responses with structured output validation

Numbers from real engagements.
Cloudian.IO rebuilt our entire data pipeline and AI recommendation engine in 10 weeks. Our model accuracy went from 61% to 89%. They're the only external team I've trusted with our core infrastructure.
From first call to production in four steps.
No lengthy onboarding. No account managers. Direct access to engineers from day one.
Discovery Call
A 45-minute technical deep-dive with a senior engineer — not a salesperson. We map your system, constraints, and success criteria before any proposal.
Architecture Proposal
Within 72 hours, you receive a detailed technical proposal: system architecture diagram, tech stack rationale, risk assessment, and a fixed-scope quote.
Sprint Execution
Two-week sprints with daily async updates. You have direct Slack access to your engineers. Weekly demos with video recordings you can share internally.
Handoff & Support
Full documentation, runbooks, and a 90-day support window post-launch. We don't disappear. Optional ongoing retainer for maintenance and iteration.
- You need 1 engineer for 1 week
- Budget under $15k
- No technical stakeholder available


