Rogue Iteration Studio

Proof

Results speak louder than promises.

Case Studies

Real results from real engagements (anonymized).

Agent Workflow for Legal Tech

Challenge

A legal tech startup needed to automate document review but their initial agent was unreliable and expensive.

Solution

Built a multi-stage agent with cost-aware routing, structured outputs, and a comprehensive eval suite.

Timeline

3 weeks

Results
↓ 67%
Cost
↓ 45%
Latency
↑ 99.2%
Reliability

MVP for AI Writing Tool

Challenge

A content platform needed to launch a new AI-powered writing tool but had no ML expertise in-house.

Solution

Delivered a production-ready MVP with auth, core writing workflows, and real-time collaboration.

Timeline

3 weeks

Results
3 weeks
Time to Launch
92%
Test Coverage
99.9%
Uptime

Cost Optimization for SaaS

Challenge

A SaaS company was spending too much on LLM inference without understanding where the costs came from.

Solution

Implemented routing, caching, and budget enforcement. Added observability to track spend per feature.

Timeline

5 days

Results
↓ 58%
LLM Spend
↓ 40%
Latency p95
73%
Cache Hit Rate
100%
Projects shipped on time
60%+
Average cost reduction
99%+
Reliability after tune-up
< 4 weeks
Typical engagement length

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