
The traditional survey industry is broken. Creators struggle with low-quality data from bots and click-farms, while respondents often face delayed payments or fake "lucky draw" promises. Trust is non-existent. QSurv solves this by combining the Qubic Network's instant finality with AI Agents. Here’s how it works: 1. Trustless Escrow: Creators lock their reward pool in a Smart Contract upfront. Payouts are guaranteed by code, not promises. 2. AI Verification: Every response is analyzed in real-time by Google Gemini AI. Only high-quality, relevant answers are approved. 3. Instant Rewards: Once verified, the Smart Contract triggers an immediate payout in QUs to the respondent's wallet. No waiting, no minimum withdrawal limits. We also introduced SocialFi elements to drive growth: a 2-tier referral system (25% commission) and Staking Tiers (Participant, Analyst, Oracle) that allow users to earn up to 25% bonus rewards by holding QUs. QSurv transforms data collection into a transparent, high-velocity value exchange
7 Dec 2025

Reimbursely is an intelligent reimbursement auditing agent designed to eliminate the slow and error-prone manual process of verifying expense claims. Today, finance teams spend hours reading reimbursement emails, checking claim forms line by line, zooming into blurry receipt screenshots, and cross-matching information just to confirm a single submission. Reimbursely automates this entire workflow end-to-end. Using Python with IBM’s Agent Development Kit and orchestrated through IBM watsonx Orchestrate, the agent securely connects to Gmail, retrieves reimbursement-related emails, and downloads all attached claim forms and receipts. Google Cloud Platform handles authentication, email retrieval, and OCR processing—converting unstructured receipt images into structured, readable data. The agent extracts key fields such as dates, merchants, amounts, and line-item details from both forms and receipts. It automatically cross-checks every value, applies organization policies, and categorizes each claim as Approved, Flagged, or Rejected. A consolidated audit summary is then generated for clean, transparent review. Reimbursely transforms a full day of manual verification into seconds. It improves accuracy, reduces fraud risk, and frees finance teams to focus on strategic work instead of repetitive administrative tasks. The result is a fast, reliable, and enterprise-ready reimbursement automation system.
23 Nov 2025