2026-07-31 · aidc warehouse
RFID for Floriculture Cold Chains
Floriculture cold chains need sub-hour proof that stems stayed in band from packhouse to consolidator. RFID portals plus barcode audits and temperature probes, normalized in a shared data layer and surfaced on live boards, beat spreadsheet SLA storytelling — and that same telemetry mindset later powers warehouse AI agents.
Why floriculture is unforgiving
East African floriculture exporters operate on tight SLAs. EU buyers want evidence that every stem stayed within temperature bands across packhouses, airport consolidators, and freight forwarders. Miss the band and you do not get a polite Jira ticket — you lose the load.
What we actually shipped
During work with Krystal East Africa and Origami Tech, I helped architect RFID portals, fixed readers, and Honeywell mobility workflows that stitch those nodes together. The program was featured in Floriculture Magazine and contributed to Partner of the Year recognition and a Honeywell Elevate invitation — covered in the portfolio case study Digital Shift in Flower Growing.
We pair RFID reads with barcode audits and IoT temperature probes, normalize events in a shared data layer, and surface live compliance boards. Device fleets stay patched; copilots can later push alerts when drift or mis-scans appear — the bridge from AIDC into LLM supervisor copilots and vision agents like WaybillAgent.
Personal site vs Origami product SEO
josephrwanda.com owns the engineer, the decisions, and the lessons. Product how-tos and commercial integration pages belong on origamitech.co.ke — including detailed hardware/ERP guides. Cross-link both ways; do not clone the same keyword on both domains.
Lessons that transfer to AI systems
- Messy physical reality beats clean lab demos — the same lesson as warehouse vision audits.
- Telemetry without operator UX is shelfware.
- Eval the business outcome (compliance proof, fewer write-offs), not whether a model sounded confident.
Further reading
FAQ
No. This page is the personal engineering narrative and portfolio proof. For product-oriented integration references on the Origami side, use Origami Tech’s published guides and link back here for the engineer who shipped the field systems.
See Digital Shift in Flower Growing on this site, plus the Floriculture Magazine feature linked from that case study.
Related work
- Digital Shift in Flower Growing — Powering supply chain automation in Kenya's floriculture industry.
- AIDC Barcode Toolkit — Barcode and AIDC building blocks for Claude Code.
- WaybillAgent — Walk the warehouse, Claude does the audit.
Canonical on https://josephrwanda.com/writing/rfid-for-floriculture-cold-chain. Cross-posts should link back here.