All articles/Topic
Artificial Intelligence
From runbooks to agents: automating ops toil without automating outages
How we turn ops runbooks into scheduled automated tasks safely: dry-run first, idempotent steps, deterministic edits, anomaly alerts and staged rollouts.
#runbook-automation#ai-agents#operations#least-privilege#change-management
Matter intake, conflict checks and entity resolution
Automating legal matter intake and conflict checks: LLM extraction, deterministic entity matching, AI help for hard cases, and a person clearing every hit.
#matter-intake#conflict-checks#entity-resolution#practice-management#llm
Entity resolution at scale: deterministic first, LLM for the tail
A practical entity resolution pipeline: rules clear the bulk, an LLM proposes matches for the ambiguous tail, and people sign off risky merges.
#entity-resolution#record-linkage#llm#data-quality#master-data
Cloud cost control as code: automated spend reports, stale resources and off-hours shutdowns
How we automate AWS and Azure cost control with scheduled scripts, and why the LLM in the pipeline only explains spend spikes and never does the maths.
A research assistant grounded in your own precedents and knowledge
A practical design for a law firm research assistant that answers only from your own precedents, with citations and matter-level access control.
#retrieval-augmented-generation#legal-technology#knowledge-management#access-control#law-firms
Code-first integration with Centazio: why we built an open-source alternative to drag-and-drop iPaaS
Why PicNet built Centazio, an open-source .NET integration platform, how its read, promote and write design works, and when an iPaaS is still the right choice.