Our blog
Blog & Insights
Practical notes on architecture, AI and operating reliable workflows.
Choose your first automation workflow
Choose a small, observable task, record a baseline and agree when a pilot should stop.
Read more →Email-to-CRM: recover without duplicate records
Plan for timeouts, rejected records and uncertain writes before connecting an inbox to your CRM.
Read more →Document automation: make exceptions visible
Define validation, review queues and safe resubmission before extracted fields reach another system.
Read more →Automation costs after launch: price completed work
Build an operating-cost worksheet that includes review, failures, maintenance and vendor charges.
Read more →Architecture-first planning: compare costs before you build
Compare options, test dependencies and measure complete operating costs without unsupported savings promises.
AI agents, chat interfaces and workflows: choose the execution model
Separate chat interfaces, deterministic workflows, AI steps and agents; compare the cost of correctly completed work.
RAG systems: access, sources and evaluation
Evaluate permission-aware retrieval, source lifecycle, grounding and escalation before adding retrieval complexity.