Lualdi Advisors has built and specified more than 250 decision agents across eight industries — each one with a defined input, a decision boundary, and a single output the operator can act on. No summarize-the-news filler.
An agent, in this practice, is a single decision atom — one defined input, one decision boundary, one output the operator can act on. Most of these atoms live inside client engagements: declared once, configured to a desk's own data, deployed behind the firewall. The catalogue below is the underlying atom inventory: 250+ representative agents per industry, the kinds of decisions Lualdi Advisors knows how to encode at the atom level. Any single concept can be developed into a full spec: agent loop, data sources, costs, who pays, and defensibility vs. an in-house team building the same thing. This is a build-to-fit practice, not a product menu.
The word "agent" is now overloaded. In Lualdi practice it has a specific meaning: a decision system with explicit inputs, an explicit decision boundary, and exactly one output an operator can act on or override. If a candidate concept doesn't fit those three boundaries, it isn't an agent we'll build — it's an unbounded chatbot dressed in a different name.
Every agent declares exactly what it consumes — futures curves, AIS positions, FDA calendars, claims data, satellite imagery, rent rolls, port arrivals. No "all available information." The input set is finite, sourced, and contractable.
The agent makes one kind of call — buy / hedge / wait; supported / stretched; comply / re-route; pass / fail. The decision space is small enough to validate, large enough to matter. Drift outside the boundary is a defect, not a feature.
One number, one tag, one draft document, one queued action. The operator reads it, signs or overrides, moves on. No essays, no five-tab dashboards, no "here's what I noticed." The output queues for approval before any write to a system of record.
If a system doesn't have a defined input, a decision boundary, and a single operator-actionable output, it isn't an agent. It's a summary. Lualdi Advisors doesn't build summaries.
The full catalogue runs past 250 specified agents — too many to list, and most live inside specific client engagements. The grid below names a representative sample per industry, by working title only. Each one has a full spec the firm can produce in a discovery call: the data sources, the decision boundary, the output, the operator loop, the defensibility argument.
Differential Hunter · Origin Risk Watcher · Roaster Procurement Co-pilot · West Africa Cocoa Intel · EUDR Compliance · Brazil Mix Agent · India Export Quota Watcher · Black Sea Corridor Risk · Basis Trader · Crop-Tour Synthesizer.
Refinery Margin Agent · OPEC+ Compliance Tracker · Storage Arb Agent · EU LNG Re-export · Storage Trajectory · Pipeline Outage Monitor · Congestion Alpha (ERCOT / PJM / CAISO) · Battery Dispatch Optimizer · Interconnection Queue Agent.
Permitting Pathfinder · Grade Drift Agent · Critical Minerals Sourcing · IRA Content-Cert Auto-Filler · BLM / USFS District Timeline Agent · Junior-vs-Major Capital Discipline Tracker.
FDA Calendar Agent · Tender Watcher (NHS · NUPCO · Brazilian Ministry · ANVISA) · Real-World Evidence Synthesizer · 340B / IRA Negotiation Agent · CRL Pattern-Recognition · AdCom Outcome Modeller.
Laytime & Demurrage Agent · Voyage Optimizer (CII + EU ETS aware) · Sanctions Screening (dark-fleet, STS-transfer, beneficial-owner unmasking) · Scrap-vs-Sail NPV Agent.
FAR / DFARS Compliance Drafting · Export Control Classifier (ECCN / USML / ITAR / EAR) · Capability Gap Mapper · Supply Chain Origin Verifier (Section 889 / NDAA 1260H).
Land Assembly Agent · Mid-Market Rev-Mgmt · Office-to-Resi Conversion Screener · Lease Abstraction & Recovery · Loan Maturity Wall Agent · Highest-and-Best-Use · Conservation Easement Valuation.
Expert Network Synthesizer · Factor Drift Monitor · Position-Sizing Co-pilot · Co-Invest Pipeline · Tax-Lot Harvester (multi-entity, multi-jurisdiction) · Generational Governance · Manager Diligence Memo Drafter.
Load Planning Optimizer · Multi-Stop Route Solver (DOT / hazmat / class-aware) · ELD Compliance Drafter · Detention & Demurrage Recovery · Carrier Scorecard · Audit-Ready Docket Generator.
This is a representative sample, not the full inventory. If the decision you're trying to make doesn't appear above — that's expected. The 250+ catalogue includes far narrower instruments, and the firm builds new ones to spec inside every engagement. The catalogue is a starting point, not a menu.
The catalogue line is a starting point. What turns a name into a deployed agent inside a client's infrastructure is the engagement loop the firm runs every time.
The discovery call narrows the catalogue entry to a written spec — data sources (named feeds, refresh cadence), the decision boundary, the output schema, the operator approval gate, and the defensibility argument against an in-house build. If the spec doesn't fit on one page, we haven't finished it.
The agent is configured against the client's specific data — their suppliers, their universe, their compliance regime, their thresholds, their definition of "supported." Inside SIGMA / MITHRIL / ORIGINS / CARRIER / REALIST where appropriate; standalone where not.
Shadow runs against the client's existing process for a documented test window, then live operation with operator-signed decisions. Every run snapshotted to the audit log. Refit dates pinned. The operator owns the agent; the firm remains accessible for support.
Engagement by introduction or referral · Response within two business days · Custom agent specs and proof-of-value scoped in the discovery call