AI-assisted capture & structure
Photo-first intake with labeling support so items land in a consistent model: what it is, where it lives, and how it groups across bins, rooms, and locations.
Savage Props LLC · Investor brief
Inventory you can act on, not just count.
AI-assisted capture, search, and handoffs for people who manage physical items across real spaces.
We’re building for teams and operators where knowing what you have is not enough — you need location clarity, fast retrieval, and clean handoffs without exposing your whole system of record.
Founder–market fit
Our founder is a veteran film props professional who has spent years inside the truck, on the floor, and in the scramble between departments — where “inventory” is rarely a SKU list and more often a living collage of maybes, backups, and continuity-sensitive detail.
That grounding shapes what we optimize for first: fast capture, visual recall, and retrieval under time pressure — not perfect taxonomy on day one.
Larger vision (directional)
Begin with photo-based inventory capture and search, with a larger vision of AI-assisted physical operations for teams managing assets, rentals, returns, pulls, condition, and handoffs.
Who this matters for
Anyone managing physical inventory across spaces — especially when it needs to be found, moved, or handed off: production and gear teams, multisite sellers, storage operators, and households running serious operations, not casual lists.
The wedge is coordination friction: photos in chat threads, spreadsheets that drift from the floor, and “ask three people” workflows when something has to move between bins, rooms, or owners.
Where we are today
We’re in active development with a focused beta. Positioning, integrations, and enterprise controls will evolve with early users; this page is a snapshot for investors and partners, not a feature checklist.
What the product provides
Operational building blocks for inventory and accountability — designed for clarity and handoff, not lifestyle marketing.
Search that matches how people work
Keyword and dictation-friendly search with storage context surfaced so retrieval is fast for the person on the floor, not only the person who typed the spreadsheet.
Handoffs without oversharing
Turn selected items into simple jobs or location-based lists for yourself or someone else. Export and share when needed at any point in the workflow.
Founder vision
A calm, trusted layer for physical operations: inventory as the system of record, handoff as the action layer — so work moves with less confusion between people, spaces, and moments.
Market context
Inventory, commerce, and field operations already run at enormous scale. The signals below are adjacent context, not our revenue, user counts, or TAM. They describe why visibility and handoff at the edge of physical stock keep showing up as a pain point.
Small business operations
Tens of millions of U.S. small businesses rely on thin tooling for stock and ops; many still mix spreadsheets, POS exports, and informal messaging when coordinating physical goods.
Warehousing & labor
Warehousing and storage employment in the U.S. sits in the millions; turnover and shift-based work make item-level context and clear handoffs a recurring operational cost.
Creative & production adjacency
Film, events, and creator economies routinely juggle high-value gear and props across locations and crews — a natural stress test for “who has it, where is it, what’s the job” workflows.
Software expectations
Mobile capture, search, and lightweight collaboration are now baseline expectations; the open space is how well those patterns connect to real bins, rooms, and handoffs — not only SKUs in a warehouse management system.
Pitch materials
The current deck is hosted directly on this site as a PDF so investors can preview inline and download the same file without using Canva.
Roadmap direction
Roadmap items describe intent and sequencing, not commitments on delivery dates or final scope.
Near term
Beta depth
Faster intake, sharper search, and clearer handoff flows with pilot teams.
Mid term
Collaboration
Templates and repeatable jobs built on top of inventory-backed context.
Long term
Automation
Deeper automation around recurring inventory-driven operations.
Product team
Founder, Product Lead
UX Design & Product Feedback
Questions or deck access: savagepropsllc@gmail.com