ROI
AI + Automation ROI Playbook
How to estimate savings, prioritize use cases, and de-risk implementation in 90 days.
- Baseline model
- Prioritization matrix
- Adoption risks
8 minRead more
Case Studies
Case Studies
Real delivery stories with clear scope, execution model, and measurable impact.
Retail ecosystem scale across store and e-commerce
Unified commerce data, promotion controls, and funnel analytics for multi-region retail operations.
Key Results
#
+19% conversion rate (Q2 vs Q1, comparable traffic)#
27% fewer stockout incidents (12-week post-rollout window)#
14% higher repeat purchase rate (90-day cohort)
AI document management for compliance-heavy workflows
Automated ingestion, classification, and review routing for legal, finance, and operations teams.
Key Results
#
63% faster document turnaround (8-week baseline vs post-launch)#
46% fewer manual review tasks (same compliance policy)#
100% actions logged with audit trail (user, timestamp, decision)
Asset control platform for distributed industrial sites
Connected maintenance, telemetry, and alerting into one operational control layer.
Key Results
#
22% less unplanned downtime (12-week measurement window)#
3x faster incident triage (median MTTA)#
Unified asset-health view across 5 industrial sitesCase studies in depth
Problem, approach, stack, and measurable outcomes.
SaaS
Revenue recovery for a SaaS platform
Problem
A pricing rollout increased churn and exposed activation friction in the first 14 days.
Solution
Redesigned activation milestones, added lifecycle guidance, and triggered retention plays from product signals.
Stack
Next.jsPostgresSegmentMetabase
Results
- 0% churn reduction
- 0% faster activation
- 0x expansion revenue
Fintech
Automated KYC for a fintech lender
Problem
Manual KYC queues slowed approvals and increased compliance risk during peak demand.
Solution
Implemented OCR intake, risk scoring rules, and policy-based exception routing with full audit trails.
Stack
Node.jsPythonAWSPostgreSQL
Results
- 0% faster onboarding
- 0% fewer manual reviews
- Audit-ready reporting
Industrial
Predictive maintenance for industrial assets
Problem
Plants operated with fragmented telemetry, making failures hard to predict and prioritize.
Solution
Centralized sensor pipelines, added anomaly scoring, and deployed response playbooks for operations teams.
Stack
ReactKafkaTimescaleDBGrafana
Results
- 0% downtime reduction
- 0x faster incident response
- Unified asset dashboard
Practical Resources
Practical Resources
Practical playbooks on software, automation, and applied AI for decision makers.
Governance
Enterprise AI Governance Checklist
Practical controls for data ownership, model access, audit trails, and compliance.
- Security controls
- Audit readiness
- Role boundaries
7 minRead more
Engineering
From MVP to Scale: Architecture Guide
A migration path from pilot to production-grade architecture without rewriting everything.
- Phased rollout
- Observability
- Cost controls
9 minRead more
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