Case Studies
We build what we sell.
Our own product and a client build, in two very different domains - proof we can ship in yours.
FPI Social Video
A self-improving creative engine that generates ads at scale
The challenge
D2C and e-commerce brands need a constant stream of on-brand creative - across many products and verticals - far faster than a human team can produce by hand, without quality drifting.
What we built
A taxonomy-driven, multi-agent system that runs the full creative pipeline: brand analysis → persona development → storyline → image and video generation. Six-plus autonomous agents (Orchestrator, QA Tester, PM, Fixer, Prompt Optimizer, and more) coordinate the work.
How it works
An autonomous QA loop tests its own output, triages issues, and applies safe, bounded fixes - escalating to a human only when needed. Every project feeds compounding learnings at the system, vertical, brand, and product level, so quality improves over time.
The outcome
High-volume creative output with brand consistency held by automated QA - and a system that gets better with every project instead of plateauing.
5 verticals
Beauty, fashion, wellness, F&B, tech
6+ agents
Coordinated autonomous roles
Self-fixing
QA loop with human escalation
Brands this engine makes creative for
BelkinAlignBodybladeAvanteraRecessEu NaturalPardon My FroKM
“FPI does all our creatives and they’re the ones that are converting. They took the time to get to know our product and knew exactly what hooks to put in the videos.”
“Within a week of upgrading our marketing assets to video, we saw our cost per acquisition drop to half of what it was.”
“They transformed my products into incredibly realistic 3D animations. The team was patient in bringing my vision to life - I’ve since used them for six products.”
Two domains, one playbook: ship autonomous systems that are safe enough to trust and good enough to keep.
PTS ProjMgr
An agentic platform that runs inspection projects end-to-end
A real client engagement: FPI built and operates this platform for PTS, an inspection-services company - not an internal demo.
The challenge
Inspection project management spans onboarding, monitoring, compliance filings, billing, and closeout - across many projects, with data scattered over sheets, drives, portals, and field reports.
What we built
A 21-skill agentic platform with a single source of truth and secure data brokers for Google Sheets, Drive, and password-protected portals - all with credential isolation and full audit trails.
How it works
It fuses evidence from inspection logs, checklists, drive activity, and photo metadata to reconcile who did what, catch inspection issues and building-department filings before they slip, and flag overdue invoices and billable extra work - drafting changes for a human to apply, never mutating the system of record.
The outcome
Fewer manual touchpoints, earlier catches on billing and compliance, and audit-grade safety on live records - deployable across Claude Code, claude.ai, and the Claude API.
~92%
Forensic attribution accuracy
21 skills
Full project lifecycle
3 surfaces
Local, web, and API deployment
Want a system like these in your business?
Thirty minutes, no pitch deck. Tell us where the manual work hurts most, and we’ll tell you straight whether AI can fix it.