Each engagement started with understanding the real friction — then building the systems that fixed it.
A fast-moving ecommerce company had months of disconnected AI experiments across silos. We mapped their workflows, found the real friction in design-copy-QA handoffs, and built an integrated system.
What we delivered
Workflow mapping & opportunity assessment
Automated product copy system (5,000 SKUs)
On-canvas prompting integrated with design system
QA automation pipeline
Results
+27%
Revenue growth
2x faster
Launch cycle speed
40%
QA effort reduction
A product team was drowning in user research data. Hundreds of transcripts and surveys, but insights weren't reaching product decisions. The bottleneck was distribution, not collection.
What we delivered
Research synthesis & tagging system
Attribution-preserving knowledge base
Auto-surfacing during product planning
Research ROI reporting dashboard
Results
60% faster
Planning cycle
10x reach
Research accessibility
Zero
Duplicated discovery
A media company's product team had invested in AI tools but lacked the context infrastructure to make them useful. They were re-explaining the same decisions to AI in every session.
What we delivered
Context systems for design system & specs
Team-specific agent workflows
Interactive AI adoption playbooks
Web-based adoption guide
Results
Systematic
Context reuse
Shipped
Adoption guide
Full
Capability transfer
A marketing org had no structured way to get research insights into campaign briefs. Content production across 12 channels was inconsistent and revision-heavy.
What we delivered
Campaign brief generation system
AI-assisted quality gates (real-time)
Brand voice enforcement automation
Cross-org shared context systems
Results
3x increase
Content volume
4 to 1.5
Revision cycles
+85%
Brand consistency
Start with a Navigator session to map your opportunities and figure out what to build.