Kuartal Cortex
A Kuartal Cortex starts from the best open-weight models, is constrained to one industry's work, and is then fine-tuned for each client so it can operate that client's own software.
Phase 1
Pre-checks and routes permit applications, searches the archive, publishes open-data summaries and answers citizens by chat or voice in local languages. Files tickets in the government's own systems.
For: Provincial and city governments and their service agencies
Phase 1
Reads filings and news, writes and runs research code, and drafts investment notes inside the fund's own tools.
For: Hedge funds, asset managers and securities research desks
Phase 1
Works through a data room, flags red flags and model errors, and drafts the due-diligence memo and question list.
For: Private equity and venture funds, corporate M&A teams and advisory firms
Phase 1
Verifies KYC documents, drafts credit memos, answers staff questions on banking rules and triages complaints in the core banking workflow.
For: Rural and regional banks, digital banks, sharia banks and multifinance firms
Phase 2
Pulls holdings from banks and brokers into one view, reads the family's documents, and prepares briefings and tax and estate reminders.
For: Single- and multi-family offices, private banking teams and wealth managers
Phase 2
Writes clinical notes and discharge summaries from consultations, suggests coding, and pre-reads images for clinicians to review. Assistive only: clinicians decide.
For: Public and private hospitals, clinic chains and regional health offices
Phase 2
Extracts and compares contract clauses, finds the relevant Indonesian regulations, and drafts documents for lawyer review.
For: Law firms, corporate legal departments, notaries and government legal bureaus
Phase 2
Summarises maintenance logs, walks field staff through SOPs by voice, and drafts outage and incident reports.
For: Power, oil and gas, mining and water utilities
Phase 2
Triages SOC alerts, writes log queries, correlates events, and drafts incident reports for analysts.
For: Government CSIRTs, bank and enterprise SOCs, and managed security providers
Phase 3
Tutors students in their own language, plans lessons, and helps teachers grade and give feedback.
For: Schools, madrasahs, universities and regional education offices
Phase 3
Answers guests in many languages, handles bookings and changes in the property system, and drafts replies to reviews.
For: Hotels, resorts, tour operators and regional tourism offices
Phase 3
Analyses field surveys and environmental data, and drafts reports and grant applications.
For: Environmental NGOs, research institutes, climate funds and regional environment offices
Phase 3
Summarises intelligence documents, plans logistics, and guides maintenance crews through manuals by voice. No weapons functions.
For: Defence and security institutions, reached only through cleared partners
Every Cortex is built on six shared pieces.
Understands and writes Bahasa Indonesia and regional languages such as Sasak, Sumbawa, Bima, Javanese and Sundanese, and translates between them. Every Cortex is fine-tuned on top of it.
Indexes a client's documents and databases and fetches the right passages for each Cortex to cite.
Transcribes calls, meetings and voice notes, and speaks replies aloud at kiosks and helplines.
Reads scanned forms, IDs, invoices and tables and turns them into structured data a Cortex can act on.
Classifies each request and hands it to the right specialist; answers simple tasks offline on small devices.
Checks every input and output for unsafe content, policy breaches and personal data, blocks or redacts it, and logs the decision.
Each Cortex is delivered in phases. Availability is agreed in a briefing; nothing on this page is a commitment to a date.
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Tell us about the work you want done and the software your team uses today.
