Frequently asked questions

Dalumat (ᜇᜎᜓᜋᜆ᜔) is a Tagalog and Filipino word meaning deep thought, serious reflection, or profound contemplation. It captures the act of thinking carefully and intentionally, not just absorbing information but actively working through something meaningful. We chose it because that is what building a competitive professional record requires: deliberate, structured thinking about your direction and the evidence you are producing.

Most career tools optimize for speed and surface-level action: quick tips, fast matches, generic checklists. Dalumat is built around the opposite philosophy. The name reflects a belief that becoming competitive in analytical careers requires something slower and more rigorous: a genuine reckoning with who you are, what you are building toward, and what you are actually producing. The name is also a nod to the Filipino intellectual tradition of serious, grounded inquiry.

The icon is Auguste Rodin's The Thinker, redrawn as a network of circuit lines and nodes. Rodin first modeled the figure in 1880 as part of The Gates of Hell, a monumental commission based on Dante's Inferno. It was originally called The Poet and represented Dante himself, seated above the gates, leaning forward to study the suffering below while meditating on his own work. Rodin later exhibited the figure on its own and renamed it The Thinker, and it went on to become one of the most recognizable images of human thought ever made.

Rodin died in 1917, and the work has long been in the public domain, which is what lets us reinterpret it. We rebuilt the figure out of circuit traces to place that same act of concentration in the AI era. The pose is deliberately unchanged: the hard work of thinking carefully and deliberately is still yours to do, and the circuitry is the tooling that now runs alongside it, not in place of it. That is the idea behind the name. Dalumat means deep, deliberate thought, and the icon is that idea made visible.

Dalumat was built by Nico Ravanilla, a professor and award-winning instructor at the University of California, San Diego, where he teaches applied regression analysis, political economy, and program design and evaluation to master's students.

Before UC San Diego, Nico was the Walter Shorenstein Postdoctoral Fellow at Stanford University. He holds a Ph.D. in Public Policy and Political Science from the Gerald R. Ford School of Public Policy at the University of Michigan, where he was also a Fulbright Scholar and earned a Master of Arts in Economics. Earlier, he completed a B.S. in Economics, winning the G.P. Sicat Best Thesis in Economics Award, before working as a consultant for the World Bank and at a government think tank in the Philippines.

His research appears in top journals including Science, American Economic Review, American Political Science Review, American Journal of Political Science, and Journal of Politics. He has advised nonprofits, embassies, senior government officials, and military leaders.

Across hundreds of students and repeated cohorts, he kept seeing the same pattern: talented, hardworking students graduating without the structured outputs, analytical workflows, and professional signals that employers actually value. Dalumat is the system he built to close that gap. It is the set of tools he wished his students had when he was advising them one-on-one.

Dalumat is built for people moving into analyst, research, consulting, and policy roles. That includes master's students in policy, international affairs, applied economics, and related programs; senior and junior undergraduates in their final years preparing for analyst-type roles; and career-switchers moving into nonprofit, policy, consulting, and research work. If you are within reach of the job market and want a structured way to build your record, Dalumat is for you.

Dalumat fits students and graduates in: Master of Public Policy (MPP), Master of Public Administration (MPA), Master of International Affairs (MIA), Master of International Relations (MIR), Master of Arts in International Policy or Development, Applied Economics, Public Health Policy, Education Policy, Environmental Policy, Urban Planning and Policy, Development Studies, and Political Science with an applied or policy focus. Undergraduates in economics, political science, public policy, international relations, or the social sciences are also well-served.

Dalumat covers analytical tracks including policy analysis (government, think tanks, NGOs), economic and quantitative research, management and strategy consulting, international development and humanitarian work, government and public-sector analysis, nonprofit strategy and program evaluation, health and global health policy, education policy and research, environmental and climate policy, data and applied analytics, and technology policy.

Yes. That is one of the most common situations. Dalumat has agents that help with professional and career development, so you can use them to think through your direction and explore credible options as you go.

Dalumat is a library of standalone AI agents, each built to move one specific part of your career forward. You browse the directory, pick the agent for the problem in front of you, and walk away with a finished output, a clear plan, or a system you can keep using. Some agents produce a concrete deliverable, like an empirical paper or an evaluation plan. Others handle the parts that do not fit on a page: finding the role you are built for, tracking your experience, and building the relationships that lead to opportunities.

It depends on the agent, and they fall into two complementary groups. Some help you get career-ready: clarifying the role you are built for, and building and tracking the experience, relationships, and materials that make you hireable. Others produce a specific, finished deliverable, the kind of output that matters when you are entering an analytical career, like a tailored resume, an empirical paper, or a grant-ready evaluation plan. New agents are added over time, so the best way to see what is currently available is to browse the directory. Each one is single-purpose by design, doing one thing well rather than trying to be everything.

Dalumat is a done-for-you layer built on top of Claude, not a replacement for it. The hard part of using a general AI tool well is not the model, it is knowing the workflow: what a strong empirical paper actually requires, how a grant reviewer reads a proposal, what signal a resume needs to carry. Each Dalumat agent has that domain expertise and structure built in, so you get the deliverable without engineering the process yourself. If you already know the workflow cold, you may not need it. If you don't, the agent is the scaffold.

No. You can browse and explore the entire directory without logging in. You only create an account when you spend your first credit on an agent.

Dalumat runs on a credit system rather than a subscription. Some agents are free to use. Others cost credits, which you buy in advance and spend across any paid agent in the directory. The credits mainly cover the cost of the AI generations that power each agent. There is no recurring subscription, so you pay only for what you use.

Dalumat isn't generic career advice or a coach-for-hire. It's a library of structured, single-purpose tools calibrated to what employers in policy, social science, research, and consulting actually look for. Half get you ready to land the role (the direction, experience, relationships, and materials that make you hireable); half help you produce the real analytical work that proves you can do the job. Each works with you, not for you, so you build a record an employer can see and the genuine skill behind it. The goal isn't to make you feel ready. It's to make you ready, one concrete step at a time.

No. Dalumat is designed to complement your education, not replace it. School provides something irreplaceable: the experience of learning alongside talented and ambitious people, working through assignments together, cooperating in clubs, and navigating shared environments that train you for the kinds of roles you are working toward. No platform can replicate that. What Dalumat adds is the strategic layer most programs don't teach: how to convert your coursework, relationships, and experiences into a visible, employer-facing record.