Doradus Labs Introduces IntiKipu: AI-Powered Legal Intelligence for Chilean Local Government
A new subscription service delivers grounded, citation-backed legal answers to municipal council members through WhatsApp and web, built on a curated corpus of Chilean jurisprudence, doctrine, and municipal records.
Chillán, Chile. Doradus Labs is proud to announce the launch of IntiKipu, a new commercial product developed by our Latin America team to bring rigorous, sourced legal intelligence to the daily work of Chilean municipal council members.
Built and led by Andrés Suazo, Doradus Labs' Representative in Latin America, IntiKipu addresses a structural gap in local government. Council members are expected to make legally binding decisions on public contracting, personnel matters, public works, and budgetary oversight, yet they rarely have direct access to the depth of legal research those decisions deserve. IntiKipu closes that gap with an AI-driven subscription service that produces sourced, jurisdiction-grounded answers in approximately six seconds.
A grounded answer, not a generated one
At the core of IntiKipu is a Retrieval-Augmented Generation (RAG) pipeline running on AWS Bedrock, backed by a curated knowledge base of 539 indexed documents spanning informes, jurisprudencia, doctrina, and sumarios across twelve municipalities in the Biobío and Ñuble regions, with temporal coverage from 2000 to 2026.
Every response is delivered in a structured three-block format engineered specifically for council member workflows:
- Response. The direct answer to the council member's question, written in plain language.
- Fundamento. The legal basis for the answer, including article citations to the underlying sources.
- Límite. The boundary of the answer, telling the council member exactly where their position holds and where it does not.
That third block, Límite, is what distinguishes IntiKipu from generic legal chatbots. Subscribers are not just told what the law says. They are told how far the position can be defended in a contested session before it stops being legally sound.
Human-in-the-loop, by design
IntiKipu does not autonomously deliver legal advice. Every response is reviewed through a Human-in-the-Loop (HITL) administration portal at admin.intikipu.cl, where a qualified legal curator validates the system's output before it is dispatched to the subscriber. A confidence scoring layer continuously measures RAG quality by subject area and jurisdiction, creating the data foundation for safe, gradual automation as the corpus and operating record mature.
The administrative back end runs on AWS Lambda, API Gateway, DynamoDB, and Cognito, with a React front end deployed on Amplify and a Twilio integration powering WhatsApp delivery. The result is a system that meets council members where they already work: on their phones, in plain language, with traceable sources and a clear audit trail.
Built-in territorial and normative guardrails
IntiKipu is deliberately conservative about the limits of its knowledge. A territorial guardrail intercepts queries that fall outside the corpus, such as requests for documents from municipalities the system does not yet cover, before any inference is performed. Queries that cite specific legal articles or statutes by number are automatically routed to human validation, preventing the system from quoting outdated legal text from older corpus documents as if it were current law. These are deliberate architectural choices that prioritize defensibility over apparent completeness.
Why this matters
Chilean local government operates under tight legal scrutiny and constrained internal counsel. A misjudged vote on a contracting matter, a hiring decision, or a public works approval can trigger sumarios administrativos and, in the most serious cases, personal liability for the council member who cast it. IntiKipu gives council members and municipal control officers the same caliber of legal grounding that larger central government bodies take for granted, at a subscription price scaled to a councillor's budget rather than a law firm's billable hour.
Doradus Labs in Latin America
IntiKipu is Doradus Labs' first commercial product designed, built, and operated from our Latin America office in Chillán, Chile. It reflects the same philosophy that guides our work in the gaming sector: take environments where reliability, compliance, and rapid decision-making are non-negotiable, and transform them with practical, grounded intelligence. Where our casino clients rely on us to anticipate operational and security risk, IntiKipu's municipal subscribers rely on the same standard of rigor applied to their legal exposure.
This expansion also reflects the broader Doradus Labs vision: critical environments, whether commercial gaming floors or public council chambers, deserve infrastructure that is intelligent, secure, and self-aware. IntiKipu carries that vision into the civic space.
Roadmap and availability
IntiKipu is currently in controlled beta, with a target of ten paying subscribers by June 30, 2026, ahead of broader rollout across Chile's central and southern regions. Payment integration through Flow Chile is in final development, with a parallel USD option through Stripe for international stakeholders. The IntiKipu trademark (application SM1064840) is under examination at Chile's Instituto Nacional de Propiedad Industrial (INAPI).
For inquiries about IntiKipu pilots, partnerships, or municipal procurement, contact:
Andrés Suazo
Representative in Latin America, Doradus Labs
andres.suazo@doraduslabs.com
+56 9 3226 8268
18 de Septiembre 998, Of. 14, Chillán, Ñuble, Chile
Doradus Labs is a managed IT, cybersecurity, and intelligent analytics provider serving critical environments across the gaming, public safety, and civic technology sectors. Learn more at www.doraduslabs.com.