artificial intelligence for the public sector
intelligent infrastructure for democratic institutions.
we build ai agents that strengthen public governance: monitoring, risk detection, network analysis, and real-time institutional intelligence. with open data.
0.0M+
contracts analyzed
0
detection models
0
data sources
24/7
continuous monitoring
platform
ai agents for public governance.
demoanalitica builds autonomous systems that process massive public datasets, detect risk patterns, and generate actionable intelligence for institutions that protect the public interest.
fiscal oversight
continuous monitoring of public procurement. detection of contract splitting, price inflation, directed bidding, and shell companies. automatic generation of audit dossiers.
disciplinary oversight
profiling of public officials. detection of conflicts of interest, revolving door, nepotism, unjustified enrichment, and active disqualifications being ignored.
citizen transparency
open tools for civil society, journalists, and watchdogs to access procurement intelligence without intermediaries.
in production
anticorrupcion.co
our first public product. an ai agent that analyzes every public contract in colombia, detects 26 types of irregularities, and generates real-time alerts. open. free. auditable.
continuous ingestion
connected to SECOP I, II, and Integrado. every new contract is automatically captured, normalized, and stored.
26 detection algorithms
process manipulation, award concentration, geographic mismatches, political timing, atypical pricing, and more.
public access
public dashboard. telegram alerts. open methodology. probabilistic signals, never accusations.
11.1M+
contracts analyzed
150K+
active alerts
5,460
entities monitored
13K+
pageviews
detection categories
process manipulation
suspicious deadlines, directed specifications, unjustified direct contracting
award manipulation
contract concentration, contractor networks, atypical prices
post-award
excessive additions, non-execution, suspicious modifications
structural
geographic mismatches, political timing, high-risk entities
intermediation
intermediary contractors, opaque subcontracting, triangulation
active pilot — colombia 2026
empalme
government transition audit software. it classifies all national public contracting by sector, validates it against the government's own official transition reports, and hands the incoming administration a memo per sector, navigable risk views, and an ai assistant. signals and indications, never verdicts.
classification by sector
24 sectors, 135 curated national entities by tax id, and ~735,000 contracts in the colombian pilot. entities are pinned by tax id, never by name pattern.
validated against the government
reconciled with the official transition reports using their own methodology: 22,107 contracts against the government's 22,109 in interior; 11 of 11 entities in agriculture.
expiry timeline
when inherited contracts expire, ranked by risk, with the change-of-government window marked. the most consulted artifact of the pilot.
for other governments
the detection engine, the frontend, and the record views are country-agnostic. parameterization takes days; the critical path is the weeks of entity curation and validation against the official transition document.
parameterized in days
sector registry, outgoing-period window, and the vocabulary of their oversight bodies
curation and validation
entity roster by tax id and reconciliation against the official report — weeks, and where the value sits
data sources
secop in colombia; portable to ocds-standard portals such as prozorro or contracts finder
shared infrastructure
it mounts on the existing platform: same contracting database, auth, detection engine, and agents
capabilities
intelligence that scales.
every demoanalitica product is built on a shared infrastructure of autonomous agents, public data sources, and detection models that improve with every analysis.
relationship graphs
automatic network mapping between contractors, officials, companies, and real beneficiaries. detection of collusion rings and cross-control structures.
investigation dossiers
automatic generation of audit reports with corporate data, contracting history, ownership networks, and applicable legal references.
risk scoring
multi-variable profiling of contracts, entities, and individuals. explainable scoring with full causal chain. no black boxes.
massive source cross-referencing
integration of SECOP, RUES, SIGEP, SIRI, SIRECI, DIAN, national press, and international databases. automatic cross-correlation between public records.
integrated data sources
principles
the most powerful technology from the private sector must serve the institutions that protect the public interest.
governments have the data. irregularities are detectable. what is missing is continuous intelligence infrastructure — explainable and designed for the real needs of oversight bodies.
ethics first
probabilistic signals, never accusations. human review always. open and auditable methodology.
explainable ai
every alert documents its inputs, formula, and limitations. every score has a full causal chain. no black boxes.
built for institutions
built around the real needs of oversight bodies. integrable with existing audit workflows.
vision
from colombia to latin america.
anticorrupcion.co is the first system. the agent infrastructure is modular and adaptable to any country with public procurement data and open records.
now
colombia — national coverage
11.1M+ contracts analyzed. 26 detection models. 150,000+ active alerts. real-time public monitoring.
next
institutional intelligence
specialized platforms for oversight bodies. automatic dossiers. relationship graphs. multi-variable scoring.
2026–2027
institutional pilots
co-design with colombian oversight bodies. integration with existing audit workflows. operational validation.
2027+
latam expansion
adapters for Chile Compra, CompraNet (Mexico), SEACE (Peru), and other public procurement systems across the region.
collaborate
let's build public integrity infrastructure.
we seek partners: oversight bodies, foundations, civil society organizations, and governments that want to use frontier technology to strengthen their institutions.
oversight bodies
implementation pilots. co-design of detection models. integration with existing systems. deployment support.
civil society
open access to monitoring tools. data for investigative journalism and citizen oversight.
foundations & international cooperation
funding to scale the team, expand coverage, and replicate the infrastructure in other countries across the region.