/ Playbooks
Each playbook condenses dozens of deployments of the same pattern: what breaks, what order to do it in, and the numbers that came out the other side.
10
Playbooks
278+
Total deployments
40+
Documented patterns
Showing 10 playbooks
Data Engineering
23x deployedPost-Acquisition System Consolidation
Complete playbook for consolidating 30-50 disparate systems post-merger with zero disruption to financial reporting.
$210K
Year-one savings
0
Disruptions
32%
Effort reduced
SAP S/4HANA · Python ETL · Azure/AWS +1
Read the playbookData Engineering
47x deployedMulti-Location Real-Time Data Platform
Production architecture for real-time data across 300-1000+ locations with zero tolerance for payment downtime.
28%
Latency reduced
99.5%
Uptime
0
Disruptions
Kafka/Kinesis · Databricks · Delta Lake +1
Read the playbookData Engineering
31x deployedGlobal Data Unification
Proven approach for unifying data across 40-60 countries with regional silos and inconsistent standards.
50%
Faster decisions
100%
Visibility
65%
Duplicates removed
Informatica IICS · MDM · Cloud Data Lakes +1
Read the playbookAnalytics
19x deployedEnterprise Self-Service Analytics
Architecture for enabling 5,000-15,000 users with self-service analytics while maintaining row-level security.
88%
IT requests reduced
92%
Satisfaction
2hrs
Time-to-insight
Databricks · Power BI/Tableau · Row-Level Security +1
Read the playbookHealthcare
12x deployedMulti-Jurisdiction Healthcare Data
Comprehensive playbook for managing patient data across multiple countries with different compliance requirements.
100%
Identity unified
58%
Duplicates removed
0
Violations
Patient MDM · Compliance Automation · Encrypted Storage +1
Read the playbookSupply Chain
28x deployedSupply Chain Visibility
End-to-end supply chain visibility platform integrating IoT, forecasting, and real-time alerting.
100%
E2E visibility
25%
Cost reduced
4hrs
Response time
Snowflake/Databricks · IoT Integration · SAP/Oracle +1
Read the playbookCloud
52x deployedLegacy to Cloud Migration
Our most deployed playbook - migrating from aging on-prem Hadoop/Teradata/Oracle to modern cloud with 3x better ROI.
24%
Cost cut
3x
Speed gain
$420K
3yr savings
AWS/Azure/GCP · Databricks/Snowflake · Migration Tools +1
Read the playbookData Engineering
34x deployedMulti-Source Data Integration
Playbook for integrating 20-40 disparate source systems with automated quality detection and self-healing pipelines.
32
Avg systems
85%
Quality improved
99.8%
Reliability
Fivetran/Airbyte · Informatica/Mulesoft · Databricks/Snowflake +1
Read the playbookAI & ML
18x deployedEnterprise Agentic AI Deployment
Production playbook for deploying AI agents that make autonomous decisions—from multi-agent orchestration to legacy system integration.
20-30%
Faster operations
1.5x
Scale without headcount
100%
Audit coverage
LangChain/LlamaIndex · Azure OpenAI/Bedrock · Vector DBs +1
Read the playbookAI & ML
14x deployedEnterprise AI Governance & Compliance
Operational AI governance covering shadow AI detection, model risk management, EU AI Act compliance, and audit infrastructure.
100%
AI visibility
40%
Faster audits
<5 days
Governance cycle
AI Discovery · MLflow · Model Monitoring +1
Read the playbook