Ideas, insights
and deep dives

Engineering breakdowns, automation case studies and opinions on the future of enterprise AI — written by the people building Dioretsa.

Before After −83%
Case Study
How Meridian Corp Reduced Audit Prep Time by 83% in 60 Days

A step-by-step breakdown of how a 500-person finance team automated their entire quarterly audit workflow and took it from 14 days to 2.4 days.

TR
Tom Reeves
Apr 14, 2026 · 6 min
Multi-modal AI pipelines
Engineering
Building Multi-Modal AI Pipelines at Scale: What We Learned

Processing text, images, PDFs and structured data in a single pipeline sounds simple. Here's why it's not — and how we solved it.

SK
Sara Kim
Apr 10, 2026 · 12 min
Decision Intelligence 2.0 Rules + ML · Explainable · Reversible Now in Growth & Enterprise plans
Product Update
Introducing Decision Intelligence 2.0: The New Decision Layer

We rebuilt our decision engine from the ground up. Here's what's new: combined rule + ML models, full explainability UI and one-click rollback for any decision.

DV
Daniel Voss
Apr 7, 2026 · 5 min
Lead conversion probability by score tier
AI & Automation
AI Lead Scoring: From Theory to 3× Pipeline Growth in 90 Days

Lead scoring isn't new. But doing it right with modern ML — using behavioural, firmographic and intent signals together — is. Here's the playbook.

MC
Maya Chen
Mar 28, 2026 · 9 min
v1 v2 v3 Zero-downtime deployment patterns
Engineering
Zero-Downtime Deployments for Mission-Critical Automation Workflows

When your workflows process $50M of invoices a month, a 30-second downtime is a serious problem. Here's how we solved deployment without disruption.

SK
Sara Kim
Mar 20, 2026 · 14 min
GDPR Article 22 — Automated decisions SOX Section 404 — Internal controls PCI-DSS v4.0 — Data handling HIPAA Safe Harbor — De-identification All automatically enforced by Dioretsa
Case Study
The Compliance Automation Playbook for Finance Teams in 2026

How enterprise finance teams are using Dioretsa to automate GDPR, SOX and PCI-DSS compliance reporting — and what we learned from 50 implementations.

TR
Tom Reeves
Mar 12, 2026 · 11 min

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