How I build · Toolkit

Complete Toolkit inventory

Browse all 218 items by name, alias, domain or contribution.

Original 79 tools and methods · Original 93 definitions · Library

Explore the inventory

The toolkit, with contribution in view.

218 distinct entries. Select a category to see what each contribution label means in the inventory.

Counts describe catalog entries, not proficiency. Familiarity, personal use, authored work and product leadership remain distinct.

Catalog entries 0 — 95

One entry may have several aliases.
Each is counted once.

Contribution labels53 entries

Platforms & services

Familiarity48

Listed familiarity2

Personal use3

Inspect entries by contribution

Contribution labels28 entries

Tools, languages & models

Familiarity20

Personal use5

Use · supporting self-report2

Delivery context1

Inspect entries by contribution

Familiarity 20

Microsoft PowerPoint Authoring
Microsoft Access Data
Microsoft Project Delivery
PL/SQL Data
Java Development
JavaScript Development
PHP Development
SQL Server Reporting Services Analytics
Apache Camel Data
Apache Sqoop Data
LangGraph AI
Strands Agents SDK AI
Anthropic Claude Sonnet AI
Amazon Nova Pro AI
Amazon Titan embeddings AI
Toad Data
Oracle SQL Developer Data
Crystal Reports Analytics
WinRunner Testing
GSDD dose-check APIs Clinical

Use · supporting self-report 2

SOAP UI Testing
Langfuse AI

Delivery context 1

Tableau Analytics

Contribution labels35 entries

Standards & references

Familiarity31

Awareness4

Inspect entries by contribution

Familiarity 31

XML Interchange
XSD Interchange
JSON Interchange
YAML Interchange
CSV Interchange
cXML Procurement
CIF catalog format Procurement
SFTP Interchange
Server-Sent Events AI
REST interfaces Interchange
SOAP Interchange
Model Context Protocol AI
EDI 837 Healthcare
EDI 834 Healthcare
EDI 270/271 Healthcare
CMS-1500 Healthcare
UB-04 Healthcare
NDC Clinical
GPI Clinical
GCN Clinical
RxCUI Clinical
SNOMED Clinical
ICD-10 Clinical
DAW codes Clinical
NCPDP reject codes Clinical
UNSPSC Procurement
SSO Identity
UML Design
HIPAA Regulatory
21 CFR 1306.05 Regulatory
California AB-352 Regulatory

Awareness 4

URAC Regulatory
EU AI Act Regulatory
FDA QMSR Regulatory
PPACA Regulatory

Contribution labels95 entries

Methods & document families

Familiarity83

Personal use3

Authored8

Led product / planning1

Inspect entries by contribution

Familiarity 83

Agile delivery Delivery
SAFe Delivery
Scrum Delivery
Waterfall Delivery
Rational Unified Process Delivery
Six Sigma Operations
SIPOC Operations
SWOT analysis Product
Gap analysis Analysis
AS-IS / TO-BE modeling Analysis
Cost-benefit analysis Product
Bottom-up sizing Product
ETL Data
Business-intelligence pipelines Data
Data warehousing Data
Normalized data modeling Data
Master data management Data
PHI/PII masking Data
Approved test-data generation Testing
CI/CD Delivery
TDD Testing
BDD / Given When Then Testing
User acceptance testing Testing
User certification testing Testing
Operational readiness testing Testing
Integration testing Testing
Automated regression Testing
Performance testing Testing
Offline replay AI
Shadow validation AI
Graduated rollout / rollback Delivery
A/B testing Product
Go / No-Go decisions Delivery
FMEA / RPN scoring Safety
CAPA Operations
Correction of Errors Operations
Software requirements specification Product
Product roadmaps Product
Monthly business review Operations
Clinical product review Clinical
Voice-of-customer research Research
Competitive analysis Research
Exception-table design Design
Graceful degradation Design
Work-back planning Delivery
Single-threaded leadership Leadership
PI planning Delivery
Portfolio epics Delivery
Features / user stories Delivery
Retrieval-augmented generation AI
ReAct agent pattern AI
Supervisor / central-router agents AI
LLM-as-Judge AI
LLM-as-Reviewer AI
Human-in-the-loop AI
Agent hints AI
Vector retrieval AI
Four-layer AI evaluation AI
Subgroup fairness evaluation AI
Model cards AI
Intent detection AI
OCR / ML document extraction AI
Prompt / model migration AI
Synchronous / asynchronous interfaces Architecture
Replication databases Data
Retail hierarchical authorization Identity
OTA update delivery Architecture
Price-lock product / interface strategy Procurement
Cohort / segment analysis Analytics
Lessons-learned reviews Operations
Rebate / formulary workflow management Clinical
Use-case / process modeling Design
Go-to-market planning Product
Zero-to-one product definition Product
Launch announcements Delivery
Agent handoff with context AI
Confidence-based extraction routing AI
SIG normalization Clinical
Deterministic PHI queries AI
PHI / non-PHI tool isolation AI
Agent action boundaries AI
EHR integration Clinical
SaaS multi-tenant architecture Architecture

Personal use 3

Unit-economics modeling Product
WSJF Delivery
Funnel analysis Analytics

Authored 8

Data mapping / migration specifications Data
Working backwards / PR FAQ Product
Business requirements documents Product
Functional specifications Product
Vision documents Product
Weekly business review Operations
Quarterly business review Operations
SOPs / runbooks Operations

Led product / planning 1

Annual operating planning Product

Contribution labels6 entries

Features & integration patterns

Familiarity4

Authored1

Led product / planning1

Inspect entries by contribution

Familiarity 4

Punchout Procurement
Punch-in Procurement
Integrated Search Procurement
Delegated purchasing Procurement

Authored 1

Hosted catalog Procurement

Led product / planning 1

Integrated Quoting Procurement

Contribution labels1 entries

Domain knowledge

Familiarity1

Inspect entries by contribution

Familiarity 1

Medicare / Medicaid rule interpretation Regulatory

Complete Toolkit inventory

218 distinct items across platforms, tools, standards, methods, features and domain knowledge. Aliases and existing descriptions share entries.

Contribution labels distinguish familiarity, personal use, authored work and product leadership. Familiarity describes recorded exposure; awareness of a standard does not imply certification.

Platforms 53 items

Amazon Bedrock AI · Familiarity

Also named: AWS Bedrock, Bedrock Agents, Bedrock Knowledge Bases, Bedrock Guardrails, Bedrock Prompt Management.

Related description

Direct link

Amazon CloudWatch Cloud · Familiarity

Related description

Direct link

Amazon Connect Cloud · Familiarity

Direct link

Amazon Connect Contact Lens AI · Familiarity

Also named: Contact Lens.

Direct link

Amazon OpenSearch Serverless AI · Familiarity

Also named: OpenSearch Serverless.

Direct link

Amazon QuickSight Analytics · Listed familiarity

Direct link

Amazon Redshift Data · Listed familiarity

Direct link

Amazon S3 Cloud · Familiarity

Direct link

Apache Kafka Data · Familiarity

Also named: Kafka.

Related description

Direct link

Asana Delivery · Familiarity

Direct link

AWS Fargate Cloud · Familiarity

Related description

Direct link

AWS KMS Cloud · Familiarity

Direct link

AWS Lambda Cloud · Familiarity

Related description

Direct link

Caliber Requirements · Familiarity

Direct link

Clarity Delivery · Familiarity

Direct link

Confluence Delivery · Familiarity

Related description

Direct link

Coupa Procurement · Familiarity

Related description

Direct link

Enterprise Architect Design · Familiarity

Direct link

First Databank Clinical · Familiarity

Also named: FDB.

Related description

Direct link

Gold Standard Drug Database Clinical · Familiarity

Also named: GSDD.

Direct link

HP Quality Center Testing · Familiarity

Also named: Quality Center.

Direct link

IBM mainframe Enterprise · Familiarity

Direct link

IBM Watson oncology AI · Familiarity

Direct link

Identity verification service Clinical · Familiarity

Related description

Direct link

Jaggaer Procurement · Familiarity

Related description

Direct link

Jira Delivery · Familiarity

Related description

Direct link

Jira Align Delivery · Familiarity

Related description

Direct link

LifePRO Insurance · Familiarity

Related description

Direct link

Medi-Span Clinical · Familiarity

Related description

Direct link

Microsoft .NET Enterprise · Familiarity

Also named: .NET.

Direct link

Microsoft BizTalk Enterprise · Familiarity

Related description

Direct link

Microsoft SQL Server Data · Familiarity

Also named: SQL Server.

Direct link

MongoDB Data · Familiarity

Related description

Direct link

OnBase Enterprise · Familiarity

Related description

Direct link

Oracle Database Data · Familiarity

Related description

Direct link

Oracle procurement Procurement · Familiarity

Direct link

Pharmacy management systems Clinical · Familiarity

Also named: Pharmacy Management System.

Direct link

Quip Delivery · Familiarity

Related description

Direct link

Rally Delivery · Familiarity

Direct link

Rational ClearCase Delivery · Familiarity

Also named: Clear Case.

Direct link

Rational ClearQuest Testing · Familiarity

Also named: Clear Quest.

Direct link

Rational RequisitePro Requirements · Personal use

Requirements analysis and authorship.

Also named: Requisite Pro, Rational Req. Pro.

Direct link

Rational Rose Design · Familiarity

Direct link

Rational Software Architect Design · Personal use

Requirements and diagram authorship.

Direct link

Reltio MDM Data · Familiarity

Also named: Reltio.

Related description

Direct link

Retail POS systems Clinical · Familiarity

Also named: POS, Point of sale.

Direct link

Salesforce Enterprise · Familiarity

Related description

Direct link

SAP Ariba Procurement · Familiarity

Also named: Ariba.

Related description

Direct link

State PDMP / PMP systems Clinical · Familiarity

Direct link

Teradata Data · Personal use

Reporting queries.

Related description

Direct link

Unix Enterprise · Familiarity

Direct link

WebLogic Enterprise · Familiarity

Direct link

Windows Enterprise · Familiarity

Direct link

Tools, languages & model families 28 items

Amazon Nova Pro AI · Familiarity

Also named: Nova Pro.

Direct link

Amazon Titan embeddings AI · Familiarity

Also named: Titan embeddings.

Direct link

Anthropic Claude Sonnet AI · Familiarity

Also named: Claude Sonnet 4, Claude Sonnet 4.5.

Direct link

Apache Camel Data · Familiarity

Related description

Direct link

Apache Sqoop Data · Familiarity

Also named: Sqoop.

Related description

Direct link

Crystal Reports Analytics · Familiarity

Direct link

GSDD dose-check APIs Clinical · Familiarity

Related description

Direct link

Java Development · Familiarity

Direct link

JavaScript Development · Familiarity

Also named: Java Script.

Related definition

Direct link

Langfuse AI · Use · supporting self-report

Weekly trace review; supporting self-report.

Related description

Direct link

LangGraph AI · Familiarity

Related description

Direct link

Microsoft Access Data · Familiarity

Also named: MS Access.

Direct link

Microsoft Excel Analysis · Personal use

Data mappings, reporting and reconciliation.

Also named: MS Excel.

Related description

Direct link

Microsoft PowerPoint Authoring · Familiarity

Direct link

Microsoft Project Delivery · Familiarity

Also named: MS Project.

Direct link

Microsoft Visio Design · Personal use

Requirements, use cases and activity/data diagrams.

Also named: MS Visio.

Direct link

Microsoft Word Authoring · Personal use

Requirements documents.

Also named: MS Word.

Direct link

Oracle SQL Developer Data · Familiarity

Direct link

PHP Development · Familiarity

Direct link

PL/SQL Data · Familiarity

Direct link

SOAP UI Testing · Use · supporting self-report

Enrollment persistence and interface testing; supporting self-report.

Related description

Direct link

SQL Data · Personal use

Reporting and investigation queries.

Direct link

SQL Server Integration Services Data · Personal use

Provider-match scripting and SSIS automation.

Also named: SSIS.

Direct link

SQL Server Reporting Services Analytics · Familiarity

Also named: SSRS.

Direct link

Strands Agents SDK AI · Familiarity

Also named: Strands SDK.

Related description

Direct link

Tableau Analytics · Delivery context

Reconciliation and audit-reporting delivery context.

Related description

Direct link

Toad Data · Familiarity

Direct link

WinRunner Testing · Familiarity

Also named: Win Runner.

Direct link

Standards & references 35 items

21 CFR 1306.05 Regulatory · Familiarity

Direct link

California AB-352 Regulatory · Familiarity

Also named: CA AB-352.

Direct link

CIF catalog format Procurement · Familiarity

Also named: CIF.

Direct link

CMS-1500 Healthcare · Familiarity

Also named: CMS1500.

Direct link

CSV Interchange · Familiarity

Direct link

cXML Procurement · Familiarity

Direct link

DAW codes Clinical · Familiarity

Also named: DAW.

Direct link

EDI 270/271 Healthcare · Familiarity

Also named: 270/271 eligibility.

Related description

Direct link

EDI 834 Healthcare · Familiarity

Direct link

EDI 837 Healthcare · Familiarity

Also named: 837I, 837P.

Related description

Direct link

EU AI Act Regulatory · Awareness

Direct link

FDA QMSR Regulatory · Awareness

Direct link

GCN Clinical · Familiarity

Direct link

GPI Clinical · Familiarity

Direct link

HIPAA Regulatory · Familiarity

Direct link

ICD-10 Clinical · Familiarity

Also named: ICD10.

Direct link

JSON Interchange · Familiarity

Direct link

Model Context Protocol AI · Familiarity

Also named: MCP.

Direct link

NCPDP reject codes Clinical · Familiarity

Direct link

NDC Clinical · Familiarity

Also named: NDC 8/10/11.

Direct link

PPACA Regulatory · Awareness

Also named: Patient Protection and Affordable Care Act.

Direct link

REST interfaces Interchange · Familiarity

Also named: REST, REST APIs.

Direct link

RxCUI Clinical · Familiarity

Direct link

Server-Sent Events AI · Familiarity

Also named: SSE.

Direct link

SFTP Interchange · Familiarity

Direct link

SNOMED Clinical · Familiarity

Direct link

SOAP Interchange · Familiarity

Related description

Direct link

SSO Identity · Familiarity

Direct link

UB-04 Healthcare · Familiarity

Also named: UB04.

Direct link

UML Design · Familiarity

Direct link

UNSPSC Procurement · Familiarity

Direct link

URAC Regulatory · Awareness

Direct link

XML Interchange · Familiarity

Direct link

XSD Interchange · Familiarity

Direct link

YAML Interchange · Familiarity

Direct link

Methods & document families 95 items

A/B testing Product · Familiarity

Direct link

Agent action boundaries AI · Familiarity

Direct link

Agent handoff with context AI · Familiarity

Direct link

Agent hints AI · Familiarity

Direct link

Agile delivery Delivery · Familiarity

Also named: Agile.

Direct link

Annual operating planning Product · Led product / planning

Goal/benefit planning and funding work.

Also named: OP1, OP2, AOP.

Direct link

Approved test-data generation Testing · Familiarity

Direct link

AS-IS / TO-BE modeling Analysis · Familiarity

Also named: AS-IS, TO-BE.

Direct link

Automated regression Testing · Familiarity

Direct link

BDD / Given When Then Testing · Familiarity

Also named: BDD, Given/When/Then.

Direct link

Bottom-up sizing Product · Familiarity

Related description

Direct link

Business requirements documents Product · Authored

Product requirements and iteration.

Also named: BRD, BRDs.

Direct link

Business-intelligence pipelines Data · Familiarity

Also named: BI pipelines.

Direct link

CAPA Operations · Familiarity

Direct link

CI/CD Delivery · Familiarity

Direct link

Clinical product review Clinical · Familiarity

Also named: CPR.

Direct link

Cohort / segment analysis Analytics · Familiarity

Also named: Segmentation.

Related description

Direct link

Competitive analysis Research · Familiarity

Direct link

Confidence-based extraction routing AI · Familiarity

Direct link

Correction of Errors Operations · Familiarity

Also named: COE.

Direct link

Cost-benefit analysis Product · Familiarity

Direct link

Data mapping / migration specifications Data · Authored

Data mappings and functional requirements.

Also named: Data mapping.

Direct link

Data warehousing Data · Familiarity

Direct link

Deterministic PHI queries AI · Familiarity

Direct link

EHR integration Clinical · Familiarity

Direct link

ETL Data · Familiarity

Direct link

Exception-table design Design · Familiarity

Direct link

Features / user stories Delivery · Familiarity

Also named: User stories.

Related description

Direct link

FMEA / RPN scoring Safety · Familiarity

Also named: FMEA, RPN.

Direct link

Four-layer AI evaluation AI · Familiarity

Also named: Conversation scoring.

Related description

Direct link

Functional specifications Product · Authored

Functional specifications and release/task workflows.

Also named: FRD, FSD, FSDs.

Related definition · Related definition

Direct link

Funnel analysis Analytics · Personal use

Product conversion analysis and response strategy.

Direct link

Gap analysis Analysis · Familiarity

Direct link

Go / No-Go decisions Delivery · Familiarity

Direct link

Go-to-market planning Product · Familiarity

Also named: GTM.

Related definition

Direct link

Graceful degradation Design · Familiarity

Direct link

Graduated rollout / rollback Delivery · Familiarity

Direct link

Human-in-the-loop AI · Familiarity

Direct link

Integration testing Testing · Familiarity

Direct link

Intent detection AI · Familiarity

Related description

Direct link

Launch announcements Delivery · Familiarity

Direct link

Lessons-learned reviews Operations · Familiarity

Related description

Direct link

LLM-as-Judge AI · Familiarity

Related description

Direct link

LLM-as-Reviewer AI · Familiarity

Direct link

Master data management Data · Familiarity

Also named: MDM.

Direct link

Model cards AI · Familiarity

Direct link

Monthly business review Operations · Familiarity

Also named: MBR.

Related definition · Related definition

Direct link

Normalized data modeling Data · Familiarity

Related description

Direct link

OCR / ML document extraction AI · Familiarity

Also named: OCR, ML extraction.

Direct link

Offline replay AI · Familiarity

Related description

Direct link

Operational readiness testing Testing · Familiarity

Also named: ORT.

Direct link

OTA update delivery Architecture · Familiarity

Also named: Over-the-air updates.

Direct link

Performance testing Testing · Familiarity

Direct link

PHI / non-PHI tool isolation AI · Familiarity

Direct link

PHI/PII masking Data · Familiarity

Related description

Direct link

PI planning Delivery · Familiarity

Direct link

Portfolio epics Delivery · Familiarity

Also named: Epics.

Related description

Direct link

Price-lock product / interface strategy Procurement · Familiarity

Also named: Price-lock.

Related description

Direct link

Product roadmaps Product · Familiarity

Related description

Direct link

Prompt / model migration AI · Familiarity

Related description

Direct link

Quarterly business review Operations · Authored

Portfolio QBR authorship and presentation.

Also named: QBR.

Direct link

Rational Unified Process Delivery · Familiarity

Also named: RUP.

Direct link

ReAct agent pattern AI · Familiarity

Also named: ReAct.

Direct link

Rebate / formulary workflow management Clinical · Familiarity

Related description

Direct link

Replication databases Data · Familiarity

Direct link

Retail hierarchical authorization Identity · Familiarity

Also named: Multi-tenant auth.

Related description

Direct link

Retrieval-augmented generation AI · Familiarity

Also named: RAG.

Direct link

SaaS multi-tenant architecture Architecture · Familiarity

Direct link

SAFe Delivery · Familiarity

Also named: Scaled Agile Framework.

Direct link

Scrum Delivery · Familiarity

Direct link

Shadow validation AI · Familiarity

Direct link

SIG normalization Clinical · Familiarity

Direct link

Single-threaded leadership Leadership · Familiarity

Direct link

SIPOC Operations · Familiarity

Direct link

Six Sigma Operations · Familiarity

Direct link

Software requirements specification Product · Familiarity

Also named: SRS.

Direct link

SOPs / runbooks Operations · Authored

Change-management SOP and operating materials.

Related definition

Direct link

Subgroup fairness evaluation AI · Familiarity

Direct link

Supervisor / central-router agents AI · Familiarity

Direct link

SWOT analysis Product · Familiarity

Also named: SWOT.

Direct link

Synchronous / asynchronous interfaces Architecture · Familiarity

Also named: Sync vs async.

Related description

Direct link

TDD Testing · Familiarity

Also named: Test driven development.

Direct link

Unit-economics modeling Product · Personal use

Benefit estimation and cost-per-unit modeling.

Also named: Unit economics, Cost per unit.

Related description

Direct link

Use-case / process modeling Design · Familiarity

Direct link

User acceptance testing Testing · Familiarity

Also named: UAT.

Related definition

Direct link

User certification testing Testing · Familiarity

Also named: UCT.

Direct link

Vector retrieval AI · Familiarity

Related description

Direct link

Vision documents Product · Authored

Product and workshop vision materials.

Direct link

Voice-of-customer research Research · Familiarity

Related description

Direct link

Waterfall Delivery · Familiarity

Direct link

Weekly business review Operations · Authored

Portfolio weekly review material.

Also named: WBR.

Direct link

Work-back planning Delivery · Familiarity

Related description

Direct link

Working backwards / PR FAQ Product · Authored

Product PR/FAQ and requirements.

Also named: PR/FAQ, Working backwards.

Direct link

WSJF Delivery · Personal use

Applied to competing project priorities.

Direct link

Zero-to-one product definition Product · Familiarity

Also named: 0 to 1.

Direct link

Features & integration patterns 6 items

Delegated purchasing Procurement · Familiarity

Related definition

Direct link

Hosted catalog Procurement · Authored

Catalog/change-management requirements and vision.

Direct link

Integrated Quoting Procurement · Led product / planning

Product management and technical strategy; delivered and proposed interventions remain distinct.

Direct link

Integrated Search Procurement · Familiarity

Direct link

Punch-in Procurement · Familiarity

Direct link

Punchout Procurement · Familiarity

Related description

Direct link

Domain knowledge 1 items

Medicare / Medicaid rule interpretation Regulatory · Familiarity

Product-domain rule knowledge.

Direct link

The toolkit, with contribution in view.

Platforms & services

Familiarity 48

Listed familiarity 2

Personal use 3

Tools, languages & models

Familiarity 20

Personal use 5

Use · supporting self-report 2

Delivery context 1

Standards & references

Familiarity 31

Awareness 4

Methods & document families

Familiarity 83

Personal use 3

Authored 8

Led product / planning 1

Features & integration patterns

Familiarity 4

Authored 1

Led product / planning 1

Domain knowledge

Familiarity 1

Complete Toolkit inventory

Platforms 53 items

Amazon Bedrock AI · Familiarity

Amazon CloudWatch Cloud · Familiarity

Amazon Connect Cloud · Familiarity

Amazon Connect Contact Lens AI · Familiarity

Amazon OpenSearch Serverless AI · Familiarity

Amazon QuickSight Analytics · Listed familiarity

Amazon Redshift Data · Listed familiarity

Amazon S3 Cloud · Familiarity

Apache Kafka Data · Familiarity

Asana Delivery · Familiarity

AWS Fargate Cloud · Familiarity

AWS KMS Cloud · Familiarity

AWS Lambda Cloud · Familiarity

Caliber Requirements · Familiarity

Clarity Delivery · Familiarity

Confluence Delivery · Familiarity

Coupa Procurement · Familiarity

Enterprise Architect Design · Familiarity

First Databank Clinical · Familiarity

Gold Standard Drug Database Clinical · Familiarity

HP Quality Center Testing · Familiarity

IBM mainframe Enterprise · Familiarity

IBM Watson oncology AI · Familiarity

Identity verification service Clinical · Familiarity

Jaggaer Procurement · Familiarity

Jira Delivery · Familiarity

Jira Align Delivery · Familiarity

LifePRO Insurance · Familiarity

Medi-Span Clinical · Familiarity

Microsoft .NET Enterprise · Familiarity

Microsoft BizTalk Enterprise · Familiarity

Microsoft SQL Server Data · Familiarity

MongoDB Data · Familiarity

OnBase Enterprise · Familiarity

Oracle Database Data · Familiarity

Oracle procurement Procurement · Familiarity

Pharmacy management systems Clinical · Familiarity

Quip Delivery · Familiarity

Rally Delivery · Familiarity

Rational ClearCase Delivery · Familiarity

Rational ClearQuest Testing · Familiarity

Rational RequisitePro Requirements · Personal use

Rational Rose Design · Familiarity

Rational Software Architect Design · Personal use

Reltio MDM Data · Familiarity

Retail POS systems Clinical · Familiarity

Salesforce Enterprise · Familiarity

SAP Ariba Procurement · Familiarity

State PDMP / PMP systems Clinical · Familiarity

Teradata Data · Personal use

Unix Enterprise · Familiarity

WebLogic Enterprise · Familiarity

Windows Enterprise · Familiarity

Tools, languages & model families 28 items