Outcome
Cut routine work by 60%, focus on real growth.
Overview
Production AI integrations — chatbots, document workflows, RAG pipelines, internal Q&A assistants. Not demos: live systems with confidence scoring, fallback to humans, and observability.
Deliverables
Process
Map the work the AI will replace or assist
Single-task version with eval harness
Auth, rate limits, observability, cost caps
Operator UI + handoff flow + analytics
Tune prompts + add tools as the use case widens
Features
Pluggable model layer (swap providers without rewrites)
pgvector or dedicated vector DB
Confidence scoring + human handoff
Conversation memory + context windows
Cost monitoring + token budgets
Gallery
