Use Cases
Datarim adapts to your role and workflow
10 use cases
💻
Software Development
From requirements to production with TDD, code review, and compliance.
init
prd
plan
design
do
qa
compliance
archive
🔬
Research & Academic Writing
Literature review, methodology, writing, and fact-checking.
init
prd
plan
do
qa
archive
📖
Technical Documentation
API docs, architecture decisions, user guides, runbooks.
init
prd
plan
do
qa
archive
⚖️
Legal Document Preparation
Contracts, terms of service, compliance documents with phased review.
init
prd
plan
design
do
qa
compliance
archive
📋
Project Management
Backlog, iterations, progress tracking, retrospectives.
init
prd
plan
do
qa
archive
✍️
Content Creation & Publishing
Blog posts, social media, newsletters — with editorial review and fact-checking.
init
write
edit
publish
archive
🎨
UI/UX Design & Frontend
Design systems, landing pages, interactive interfaces with visual QA.
init
prd
plan
design
do
qa
compliance
archive
🔧
DevOps & Infrastructure
CI/CD pipelines, containerization, deployment automation.
init
prd
plan
do
compliance
archive
📊
SRE & Reliability
Observability, SLOs, incident response, chaos engineering.
init
prd
plan
design
do
qa
compliance
archive
🚀
Website Launch
Pre-launch checklist: DNS, SSL, analytics, social previews, legal pages.
init
plan
do
qa
compliance
archive
Universal Approach
Pipeline stages map to universal project phases:
init
Define what and how big
prd
Clarify requirements
plan
Break into steps
design
Make key decisions
do
Execute the work
qa
Verify quality
compliance
Final hardening
archive
Step 0.5 reflection + store for reference