Patterns / by operator profile
What we'd build for you.
Illustrative builds across common operator profiles. Every Foundry engagement starts with your specifics, but these patterns repeat.
Target metrics are based on comparable implementations in public case studies and our own estimates. Your numbers depend on your baseline. We model your specific ROI in the audit.
EX_0198%target time reduction
Real estate services
Turn 40 hrs/wk of manual QC into 40 minutes.
AI photo QC pipeline that auto-flags exposure, framing, composition before listings go live. Reviewers stop inspecting and start approving. Typical pattern: 30 to 50 hours/week of reviewer time reclaimed, depending on volume.
NEXT.JSCLAUDE SONNET 4.6PYTHON λAWS S3
EX_0210×target productization
Professional services
Turn an $8k bespoke audit into an $80k/mo product.
Package a consulting firm's assessment methodology into a Claude-powered lead magnet with automated reports. Prospects self-qualify in five minutes. The firm walks into every call already half-closed.
NEXT.JSCLAUDE SONNET 4.6RESENDHUBSPOT
EX_0362%target auto-resolve
B2B SaaS
Deflect 60%+ of support tickets with a concierge.
Train a concierge on three years of tickets, docs, and product data. Customers get instant, accurate answers. The human support team handles the remaining 38% with full context already loaded.
VERCEL EDGECLAUDE SONNET 4.6PINECONEINTERCOM
Construction
Lift bid win rate 20-30% with AI proposals.
AI-assisted estimation and proposal generation. Two-day proposals become two-hour proposals, tailored to each client's job specs. Win rate climbs because responses go out before competitors have finished scoping.
NEXT.JSCLAUDEMONDAY APIHDPHOTOHUB
Hospitality
Guest concierge handling thousands of requests/wk.
Always-on guest support across dozens of properties. Concierge handles check-ins, WiFi questions, local recs, and escalations. Runs on Twilio SMS with per-property knowledge and human handoff for anything off-script.
VERCELCLAUDETWILIOSUPABASE
EX_06$144k/yrtarget savings
Agency
Replace $10-15k/mo in project ops overhead.
AI ops layer that pulls from your PM tool, drafts status updates, flags at-risk projects, writes client-ready summaries. Replaces the project coordinator hire you were about to make.
NEXT.JSCLAUDELINEAR APISLACK