// 00ORIGINS · Procurement Runtime · Lualdi Advisors

ORIGINS·

Procurement · Suppliers · Cashflow

The procurement runtime that decides when to buy — and queues every action for the operator's signature.

ORIGINS is the operational extension of the firm's quantitative discipline into coffee procurement. Pressure-driven buy decisions, multi-supplier scoring against the operator's lead-time and reliability history, recipe-aware blend coverage, FIFO lot tracking with age warnings, PO drafts queued for sign-off, and 90-day cashflow projections — built to replace the bulk of a procurement team's daily ops without removing the operator from the write path.

// 01Capabilities

Decide when to buy.
Assess the supplier. Draft the order.

Procurement teams spend most of their day in the same loop — watching origin prices, juggling supplier quotes, checking blend stock against forward orders, drafting POs, and worrying about cash. ORIGINS automates the loop and hands the operator the signature line. Six capabilities make this work.

// CAPABILITY 01

Pressure-Driven Buy Decisions

The firm's SIGMA pressure model runs against live origin prices and projects a buy-now / wait / hedge action for each green coffee position on the operator's roster. No "is the chart up or down" — a quantified pressure score with confidence.

Pressure · Signal-Driven
// CAPABILITY 02

Multi-Supplier Auto-Pick

When the buy decision says "go," ORIGINS scores every active supplier on a composite of price, lead time, and historical reliability — not just the lowest quote. The operator gets the right supplier for the lot, not the cheapest one.

Composite Score · Lead × Reliability
// CAPABILITY 03

Recipe-Aware Blend Coverage

ORIGINS knows the blend recipes, the forward demand plan, and the available inventory. It surfaces blend stockout risk before it becomes a delivery problem — and proposes the lot purchase that closes the gap with the least cashflow disruption.

Recipe-Indexed · Forward-Covered
// CAPABILITY 04

FIFO Lot & Age Tracking

Green coffee deteriorates. ORIGINS tracks each lot under FIFO and flags any position approaching the six-month freshness threshold — so old inventory ships before new, and the operator never finds a quality problem at the cupping table.

FIFO · 6mo Threshold
// CAPABILITY 05

PO Drafts · Approval-Gated

Every recommended buy becomes a draft purchase order — supplier, lot, price, lead time, payment terms, cashflow impact — queued for the operator's signature. ORIGINS proposes; the operator approves. No autonomous procurement, ever.

Drafted · Signed · Replayable
// CAPABILITY 06

90-Day Cashflow Projection

Every proposed action shows its 90-day cash consequence — what's paid when, what's released when, what the working capital position looks like at each pay date. Procurement decisions become finance-aware by default.

Working Capital · Payment-Calendared
// 02A Real Morning with ORIGINS

8:00 AM. Origins has done the work.

The operator opens ORIGINS at 8:00 local. The runtime has already processed overnight origin prices, supplier quotes, blend stock against forward orders, and the firm's pressure model. The digest below is what shows up.

ORIGINS · Daily Digest · Roaster 0x42
Run 0xC3 · v1.0
// Top Recommended Action
Cover the Espresso A blend gap with Brazilian Naturals?
// 01 ReadForward orders 16 weeks · Espresso A blend short 4.2 t at week 9
// 02 PressureBR Naturals: BUY 0.74 confidence · CO Excelso: WAIT · ET Sidamo: BUY 0.41
// 03 ScoreTop supplier · Atlas Origins · lead 21d · reliability 96 · price $4.42/lb
// 04 CashPO $41,548 · paid net 30 · max drawdown Day 38
Proposed Action · Drafted · Awaiting Signature
// Supplier 03
Onyx · 28d
$4.58
// Optimal
Atlas · 21d
$4.42
// Supplier 02
Verde · 24d
$4.49
Lot · 9,400 lb · Atlas Origins
$41,548
Net 30 · Covers Espresso A · Week 9
DRAFTED · Supplier · Lot · Price · Lead · Cash Reply T+1.2s
// 03The ORIGINS Loop

Sense the pressure.
Surface the action. Approve the order.

01

Read

Live origin prices, supplier quotes, lead-time history, reliability scores, blend recipes, forward demand, FIFO inventory state, payment calendar. Pulled from the operator's existing systems of record, normalized into the ORIGINS ontology, kept in sync.

02

Reason

SIGMA pressure model on each origin. Composite scoring across active suppliers. Recipe coverage against forward demand. FIFO age check. 90-day cashflow projection. Output: a ranked daily action digest with confidence, sourcing, and cost consequence per action.

03

Sign

Every action is a draft purchase order with the operator's signature line. Approve, edit, or decline. No PO touches a supplier, no commit touches the books, no email leaves the outbox until the operator signs. Agentic by design, never autonomous.

// 04ORIGINS — Frequently Asked

Direct answers.

Who is ORIGINS for?
Roasters, blenders, importers, and trading desks operating in coffee — anywhere the daily question is what to buy, from whom, in what lots, at what prices, with what cashflow consequence. Pilot deployments are by referral; production deployments are sized to the operator's monthly green volume.
How is ORIGINS different from a standard ERP procurement module?
ERPs record what already happened. ORIGINS proposes what to do next. It runs the firm's SIGMA pressure model against live origin prices, multi-supplier scoring against the operator's actual lead-time and reliability history, and blend-recipe coverage checks against forward demand. The output is a ranked daily action digest, not a dashboard.
Are decisions automated or approval-gated?
Approval-gated. ORIGINS proposes purchase orders, supplier picks, and inventory actions. Operators approve. No commitment to any supplier or system of record happens without an explicit human signature. Agentic, never autonomous — the same principle as MITHRIL.
Does ORIGINS replace the procurement team?
It replaces most of the team's daily ops — the watching, the comparing, the drafting, the reconciling — but not the judgment. The operator is the signature on every action, the editor of every PO, the relationship-holder with every supplier. ORIGINS is the strongest possible co-pilot, never the captain.
How is ORIGINS deployed?
Self-hosted inside the operator's perimeter, integrated with their existing ERP and supplier records. The ontology and the runtime live inside the client environment; external data (origin prices, weather, logistics) traverses named, logged egress.
How long does an ORIGINS deployment take to stand up?
First operational digest inside 6–8 weeks for a scoped operator. Full pack maturity — every supplier, every blend, every payment term wired — takes one to two quarters of focused work with the operator's procurement and finance teams.
//ORIGINS Engagement

For procurement operators who must defend
every buy, every supplier, every dollar of working capital.

Pilot deployments by referral · Sized to monthly green volume