CNPS.AI
Procurement checklists, pilot guides and complete research playbooks. Open access, in your language.
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Decision checklist
AI procurement
China→buyer AI procurement checklist: freeze the job, match evidence to SKU and region, price TCO, pilot with acceptance, then enquire — CNPS.AI method.
ExplorePilot field guide
Meeting devices
Check subscription ownership, real language performance, exports and ongoing support.
ExplorePilot design
Knowledge assistants
Prepare a fixed evaluation set, document permissions, citations and a useful acceptance test.
ExploreSite survey
Edge AI
Capture the camera, lighting, network and operating conditions needed for a site evaluation.
ExploreInteraction brief
Voice prototypes
Connect the hardware bill of materials with backend, language and maintenance requirements.
ExploreProcurement guide
Robotics
Confirm the exact edition, developer permissions, accessories and support responsibilities.
ExploreOverseas xArm production-line checklist: freeze workcell, mounting, workspace, payload/reach fields, SDK path, site safety — not a lab certificate.
ExploreRequirements template
Request for quotation
Use a structured brief to request a product quotation or discuss a scoped evaluation.
ExploreResearch playbook
China AI, global markets
China AI export playbook: freeze the job, pick a pilot package, demand SKU-matched evidence, then enquire — CNPS.AI buyer map to the full research edition.
ExplorePublic-sector AI hardware checklist: verify entity, SKU, data, subcontractors, destination evidence, service path, change control, audit, exit and pilot.
ExploreCompare FastGPT and ChatGPT for enterprise knowledge: permissions, citations, and human review — without fake benchmarks.
ExploreChoose one approved corpus, one measurable workflow, and a hard-question set for a UAE FastGPT knowledge-assistant pilot — measure checked answers, not first drafts.
ExploreGlobal growth playbook
FastGPT × CNPS
Complete translated edition. Source research dates and documented revisions are unchanged; translation is not new research.
ExploreBilingual method
Gulf meeting notes
A two-week Gulf pilot for Arabic–English meeting notes: consent script, bilingual quality scorecard, and action-item ownership — before you buy hardware.
ExplorePrivacy test protocol
Gulf meeting consent
Freeze invite disclosure, a start script, stop-on-objection, access and retention, and vendor residency questions before you roll out meeting recorders in a Gulf enterprise.
ExploreRecording hardware method
China to Gulf sourcing
Define the workflow, score China vendors on processing location and Gulf support, then sample against a bilingual meeting-notes scorecard before a bulk PO.
ExploreMap lighting, FOV, network, power, latency budget, and who reviews exceptions on the real UAE/KSA site before selecting edge hardware.
ExploreForm then quality
Recorder vs glasses
Choose by form and consent optics first — visible recorder vs wearable glasses — then prove bilingual quality on a scorecard before bulk buy.
ExploreTell us what you need to improve, where you work and when you want to begin.