Architecture foundations
Start with shared language and decision framing that keeps teams aligned as services emerge.
AI. Engineered for the Enterprise.
Enterprise AI
Insights
Delivering scalable, ethical, and cost-efficient AI solutions that transform enterprise strategy.
We architect AI ecosystems that blend OpenAI API precision, Azure ML governance, and Hugging Face velocity—unlocking responsible, production-ready intelligence for every workload.
Trusted by leaders across finance, logistics, and healthtech
Built for modern AI ecosystems
OpenAI API
Azure ML
Hugging Face
LangChain
Databricks
Latency
82 ms
Cost / 1K tokens
$0.021
SLA Uptime
99.95%
Explore
Explore site sections
Detailed pages are available for each topic — click to view.
Field Guide
Explore the generative ai playbooks
Navigate every stage of the transformation with curated guidance from strategy to steady state operations.
Connected services
Coordinate interactions, contracts, and data sharing across bounded contexts.
Operational excellence
Build the observability, resilience, and assurance loops that keep changes safe.
Governance & evolution
Align leadership and delivery teams while modernizing legacy systems responsibly.
Client outcomes that move the market
“4Micro’s engineers delivered an LLM operations platform that reduced cost-per-insight by 27% while meeting our governance board’s highest thresholds. They’re the team you want when AI is strategic.”Chief Data Officer, Global Financial Services Enterprise
Contact
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