T

transparency

Observatori independent de subvencions i contractes públics a Catalunya. 336.000 entitats, 19.5M registres, codi obert.

TraceCommons is an open-source transparency and provenance infrastructure that uses Merkle-based append-only logs, witness verification, and cryptographic timestamp anchoring to create independently verifiable digital records. It extends into AI provenance tracking, enabling datasets, models, and generated content to be traced and audited across their full lifecycle, helping establish trustworthy digital history in the AI era.

WorkBench is an open-source creator platform designed to help designers, developers, artists, and gamers collaborate, build, and earn in a transparent ecosystem. It provides tools to track sales, reviews, and derivatives, while protecting original work through knockoff detection and attribution tracking. The platform includes a secure collaboration hub with end-to-end encryption, two-factor authentication, and mandatory KYC for all financial activity. Users can monetize their creations through multi-currency payments, micro-royalties on derivatives, and an integrated marketplace, all supported by real-time exchange rates and extensible open-source infrastructure.

OpenHighway is an open-source civic transparency platform designed to track how highway funding moves from its original sources—such as taxes, tolls, and federal allocations—through government agencies, contracts, and contractors, all the way to completed infrastructure projects. It provides a unified, auditable system for visualizing revenue, spending, and project outcomes to improve public accountability in transportation infrastructure.

CommonsTruth is an open-source anonymous reporting platform where consumers can document deceptive advertising, bait-and-switch tactics, hidden fees, and pricing fraud through evidence-based submissions. Built for transparency and privacy, CommonsTruth turns individual reports into searchable public data that helps expose patterns, inform communities, and drive accountability.

MIT Horizon is an open-source research intelligence platform that tracks MIT projects, grants, patents, publications, corporate partnerships, and public benefit outcomes. It provides transparent insight into how innovation moves from funding sources to real-world impact, highlighting what becomes open source, privately held, or shared through hybrid models.

CommonVote System is an open-source, distributed voting infrastructure protocol designed to enable secure, verifiable, and jurisdiction-adaptable elections. It uses end-to-end encryption, cryptographic identity verification, and one-time voting tokens to ensure ballot integrity while preserving voter privacy. The system separates identity, voting, and audit layers, with blockchain-based immutable vote recording and a compliance-driven jurisdiction plugin model that allows states and countries to define legal election rules without modifying the core cryptographic system.

Magistrate Title Services is an open-source, AGPL-3.0+ platform that modernizes real estate title and escrow processes using a hybrid blockchain architecture, AI-powered verification, and encrypted data systems. It combines public blockchain transparency with permissioned legal recordkeeping to improve security, reduce fraud, and increase trust in property transactions.

Ledger Watch is an open-source financial data infrastructure project that organizes publicly available market information—such as trades, SEC filings, corporate actions, and economic events—into a structured, verifiable system. It connects entities like individuals, companies, and institutions to market events through a transparent data model designed for analysis, research, and pattern discovery. The system emphasizes neutrality, reproducibility, and strict reliance on public, source-backed data rather than speculation or inferred intent.

TownIntel is an open-source platform that tracks rental registrations, landlord certifications, and census population discrepancies at the town level. It provides dashboards, analytics, and predictive insights to support transparency, compliance, and informed community decision-making.

ShortSight is an open-source platform designed to promote financial transparency and investor accountability. It allows users to submit, track, and analyze complaints related to financial advice, fund performance, and investment misconduct across sectors like real estate, hedge funds, brokerages, and crypto. The platform aggregates complaints, monitors market activity, links evidence such as public statements and videos, and flags suspicious behavior, providing a robust foundation for research, reporting, and legal action. Community collaboration, expert verification, and financial transparency features ensure credible insights, while AI-powered analytics help detect patterns of misconduct.

MediscopeLedger is an open-source platform that provides full transparency in healthcare by combining verified product and provider data, AI-powered patient and provider insights, procedure pricing, and compliance monitoring. Patients can compare providers by total cost, safety, and outcomes, while providers receive automated alerts for pricing transparency and regulatory compliance. Built for accessibility, safety, and trust, MediscopeLedger empowers informed healthcare decisions.

OriginScope — From Launch to Ledger — Tracked. An open-source crypto database mapping every coin’s origins, founders, white papers, social media promoters, and risk history. Flags past busts and provides lineage, transparency, and insight for investors, researchers, and the crypto community.

OpenFiscal is an open-source platform that tracks, analyzes, and audits government budgets at all levels—town, city, state, and federal. Using AI, it flags deficits exceeding 3% of GDP and identifies line items more than 10% above national or state averages. The system maintains accountability by logging the officials responsible for budget approvals and requiring human-in-the-loop verification for all AI recommendations. OpenFiscal empowers citizens, auditors, and governments with transparent, actionable fiscal intelligence, helping prevent fraud, no-bid contracts, and cronyism.

CortexLoop is a human-in-the-loop AI orchestration system designed to keep all reasoning, planning, and execution fully transparent, structured, and under human control. It transforms AI from an autonomous or opaque assistant into a governed cognitive loop where multiple solution paths are generated, evaluated for risk and confidence, and returned to the user for decision-making. Every action is logged through a decision ledger, enforced by a policy engine, and constrained by strict system rules including AGPL+ licensing and attribution requirements. The result is a traceable, auditable AI system that prioritizes clarity, accountability, and human authority at every step.

MediLens is an open-source, real-time global database tracking pharmaceutical recalls for prescription drugs, biologics, and vaccines. It provides detailed medication profiles, official recall information, and company safety assessments, all publicly accessible. Users can explore trends, receive alerts, and analyze safety ratios, promoting transparency and accountability in the pharmaceutical industry.

InfraOpen – Power, Internet, Insight — All in One Place. An open-source platform providing transparent, state-by-state profiles of electricity and internet utility providers. Tracks ownership, board members, billing compliance, rates, infrastructure coverage, and sustainability metrics, empowering citizens, regulators, and researchers with actionable utility intelligence.

Vexa is a privacy-first, human-in-the-loop AI orchestration platform that connects and automates enterprise tools through a secure, auditable control layer. It enables users to build and execute multi-step workflows across systems like Slack, Jira, and Salesforce while enforcing strict privacy controls, zero-trust data handling, and full execution transparency through explainable, replayable actions.

HarmonyFlow is an open-source AI designed to guide users toward win/win decisions that benefit humanity. It ensures transparency, equitable outcomes, and adherence to U.S. law and the Constitution, while providing ethical reasoning, predictive modeling, and smart-contract integration for fair and sustainable progress.

GapVision is an open-source platform that tracks, analyzes, and visualizes compensation data across industries to highlight and close gender pay gaps. Using AI, predictive analytics, and community contributions, it provides actionable insights for employees, companies, and policymakers while maintaining full transparency and privacy. Empower change, benchmark equity, and drive fair pay worldwide.