PRODUCTION INTEGRATION / AI SYSTEMSAI THAT
AI THAT
DOES ACTUAL
WORK.
We integrate models, data, retrieval, workflows, and software systems to create AI capabilities that operate inside real products.
AI EXECUTION PIPELINEDETERMINISTIC WRAPPER
LATENCY: ~180MS
COST: $0.002/REQ
ACCURACY: 99.4%
TRACE: ENFORCED
01 / SYSTEM ARCHITECTURE
THE MODEL IS ONE COMPONENT.
An AI feature requires deterministic application logic, retrieval pipelines, tool wrappers, and evaluation monitors.
RETRIEVAL (RAG)
● HYBRID SEARCH
PROMPT & CONTEXT
● GUARDRAILS
TOOL EXECUTION
● DETERMINISTIC
EVALUATION MONITOR
● VALIDATED
VECTOR STORAGE
● HIGH DENSITY
MODEL ORCHESTRATION
● MULTI-PROVIDER
APPLICATION STATE
● REALTIME UI
COST TELEMETRY
● TOKEN CONTROL
02 / PRODUCTION WORKFLOWS
AI WORKFLOW INDEX.
Real production AI workflows integrated into application software.
DOCUMENT INTELLIGENCE
01 / LAYER● READY
SEARCH & RETRIEVAL
02 / LAYER● READY
OPERATIONS AUTOMATION
03 / LAYER● READY
AI ASSISTANTS
04 / LAYER● READY
INTENT CLASSIFICATION
05 / LAYER● READY
DATA EXTRACTION
06 / LAYER● READY
RECOMMENDATION
07 / LAYER● READY
WORKFLOW AUTOMATION
08 / LAYER● READY
03 / PRODUCTION STACK
THE AI ENGINEERING STACK.
We use battle-tested AI and backend technologies for production reliability.
OPENAI API
GPT-4o, O1 & Embeddings● PRODUCTION STACK
ANTHROPIC CLAUDE
Claude 3.5 Sonnet & Haiku● PRODUCTION STACK
POSTGRESQL / PGVECTOR
High-Density HNSW Vector Indices● PRODUCTION STACK
REDIS CACHING
Semantic Cache & Rate Limits● PRODUCTION STACK
VERCEL EDGE
Sub-50ms Global Edge Runtime● PRODUCTION STACK
PYTHON / FASTAPI
High-Throughput Inference API● PRODUCTION STACK
NEXT.JS STREAMING
Server-Sent Events & UI Generators● PRODUCTION STACK
LANGCHAIN / LLAMAINDEX
Agentic Chunking & Chains● PRODUCTION STACK