AI and analytics for finance and operations leaders
Fixed-price analytics and AI work for process and manufacturing companies: cash cycle, inventory, production planning, cost and pricing. Built on the data already in your ERP, planning and plant systems. A ranked, dollar-sized list in four weeks, with a source trail behind every number.
Delivered in: Process industry, manufacturing, FMCG and pharma.
Receivables, payables and inventory: what actually drives days, and which policy changes are worth the effort.
Plans that match demand and the cash targets the business has set, including the targets in a 100-day plan.
Where cost and margin really move, attributed to its drivers instead of averaged away.
Models for price, demand and cash that your team can rerun with its own assumptions.
Fixed price · $25,000 · 4 weeks
We model where cash, time and margin are tied up in your finance and operations data. You get a ranked list of interventions in dollars, the models behind them, and a source trail for every number.
Learn moreFixed price · scoped before we start · 2-4 weeks
One question, one model, one price: cash-cycle analytics, production and inventory planning, cost and margin attribution, pricing and forecasting, or a data-foundation fix.
Learn moreLarger items that come out of an audit are scoped separately, and you can act on them with your own team or any partner.
A 30-minute conversation. We agree what is in, what is out, the price and the number of working sessions.
Read-only access to the data we agree. We baseline the numbers, trace each to its source, and model the changes.
A ranked list in dollars, a 30-day plan for the quick items, and what a larger project would involve.
Scope, deliverables, price and the number of working sessions are agreed before we start. You know the cost up front, and we carry the effort risk.
AI-assisted analysis compresses the measurement and drafting work. That is how we hold a fixed price without padding it.
Your ERP (including JD Edwards and SAP), planning and close tools, and plant and sales systems already hold what the models need. We read from them, we do not re-implement them, and every number traces back to its source.
Statistics, machine learning and AI applied to operations and finance. Process industry, manufacturing, FMCG and pharma.
Process modeling, statistical process control and cost-reduction analytics in manufacturing.
Production planning, on-demand manufacturing flows, plant operations, sales and pricing optimization.
Predictive models, performance and marketing attribution, and success forecasting.
Derivatives pricing, portfolio hedging, and a statistical-arbitrage fund built on econometric models.
NLP on financial disclosures, bankruptcy prediction, anomaly detection, computer vision, and a semantic platform built on language models.
Order to cash, procure to pay and record to report across JD Edwards and SAP, which is where much of the data lives.
Research
Why a day of working capital is worth less than the deck says, and why tools raise the ceiling on policies you already control. Move the dials and see which number was load-bearing.
Open the simulatorOur own models and published research on financial data, in one place.
All researchTell us which number you want to move. If an audit is not the right fit, we will say so.
Book a 30-minute conversation