Generative AI
Text, image, and multimodal experiences with quality bars and brand alignment.
Challenge
Text, image, and multimodal experiences with quality bars and brand alignment.
Context-aware help embedded in your product.
Docs, summaries, and personalized outreach.
Image and document understanding pipelines.
UX tuned to job-to-be-done, not chat for its own sake.
Style guides encoded into prompts and post-processing.
Caching, batching, and model tiering by use case.
Stack
TypeScript · Next.js · Python · PostgreSQL · Redis · AWS · Vercel · OpenAI · Anthropic
Proof
Veridian Systems · Ops Console
Veridian needed a single operations layer for procurement, finance, and field teams. We shipped role-based workspaces, cross-unit search, and audit-ready observability — rolled out to 8,200 daily users across North America and EMEA in one release train.
14 weeks · Design → production rollout · Executive dashboards live on day one of GA
Fieldstone Health · Clinical Review Hub
2.1M records indexed with human-in-the-loop review
Lumen Capital Markets · Risk Control Center
Sub-180ms decisions on $4.2B daily flow
FAQ
Human eval rubrics, automated regression suites, and production feedback loops tied to product metrics.
Related practices
Share what you are shipping. We respond within 24 hours with scope, senior team fit, and a clear timeline.
Direct line
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Trusted by product leaders at scale
“We needed HIPAA-aligned delivery without slowing the roadmap. Their team shipped regional rollout on schedule with audit-ready documentation.”