Manufacturing

Make to demand, not to memory.

ToolPlex connects to your ERP, production floor, and sales channels — and turns them into demand forecasts, new-product predictions, and live dashboards that replace stale spreadsheets.

The problem

Planning on last year’s memory.

Planning on gut feel

Production and replenishment worth millions ride on last-year, same-period guesswork — no forecast down to the item, no sense of the likely range.

New products have no history

New and seasonal launches need a demand number during the long materials-procurement window — before a single unit has sold.

Reports that disagree

Hand-maintained dashboards and spreadsheets go stale, contradict each other, and take manual work to refresh every cycle.

The floor is a black box

Production delays, quality defects, and multi-tier materials inventory rarely surface where planners can act on them.

Connects to your stack

We plug into what you already run.

No rip-and-replace. ToolPlex builds custom tools that connect AI directly to your ERP, production systems, and sales channels — reading your data where it lives, behind your firewall.

Your systems
ERP
SAP · Oracle · AS/400 · Microsoft Dynamics
Production & Quality
MES · Job-order systems · QC / defect tracking
Sales Channels
Retail & wholesale · Distributors · Direct
E-commerce & Marketplaces
Shopify · Amazon · Regional marketplaces
Business Intelligence
Tableau · Power BI · Looker
Data & Warehouse
PostgreSQL · MySQL · Snowflake
ToolPlex
custom connectors + agents
Outputs
Forecasts
Allocation
Production reports
Dashboards
Fig. 1 — Your systems connect as custom tools; ToolPlex agents read them and produce decisions.
What you get

From the floor to the shelf.

Demand forecasting

By item and location, weeks to months out, with safety-stock buffers built in — validated on your own sales history, not a generic benchmark.

New-product forecasting

Demand for items with no sales history, in time for the materials buy — using product attributes and your seasonal calendar.

Allocation & replenishment

Turn a demand plan into per-location quantities, and flag what to move where before it becomes dead stock or a stockout.

Production & quality visibility

Job-order monitoring, defect analytics by line and machine, and multi-tier materials inventory — surfaced for planners.

Role-based dashboards + AI chat

Merchandising, production, and warehouse each get their view, plus a chat agent that answers in plain language and cites its source.

From spreadsheets to a live stack

Governed data pipelines and dashboards that refresh themselves — replacing hand-maintained workbooks that go stale and disagree.

Plug and play

Start anywhere. Grow as you go.

Every capability is a module on one platform. Begin where the pain is sharpest — reconcile your data, forecast demand, or put an agent on your operations — and add the rest when you’re ready. Same data, same runtime, no re-platforming.

● start anywhere — add in any order
Data reconciliation
Demand forecasting
Operational agents
Data agents
Customer intelligence
DATA FOUNDATION — clean, unified, ready for AI
Fig. 2 — Start with any module; add the rest on the same foundation.

Many teams start with data reconciliation, then graduate to demand forecasting — others put agents on operations, or stay with data agents alone. Your path, your pace.

Compounding advantage

It gets sharper the more you use it.

ToolPlex isn’t static software. Every interaction makes it sharper — it learns your data, your vocabulary, and your workflows, and compounds that advantage the longer you run.

Gets sharper with use

The way it works with your data — and the answers your team gets — keep improving the longer you run.

Persistent memory

It retains context, corrections, and institutional knowledge across sessions — so it stops re-asking and starts anticipating.

Role-aware access

Each person sees exactly the data, and gets exactly the capabilities, their role allows — nothing more.

The advantage compounds

The system you have a year in is materially sharper than the one you started with. That gap becomes your moat.

Data privacy

Your data, on your terms.

Enterprise buyers ask about data privacy first, so we built for it. Every engagement runs single-tenant and in your data-residency region — never pooled with another client, never used to train models. We connect to your live systems rather than exporting your data wholesale, and for the strictest requirements everything can run on your own infrastructure, with ToolPlex only tunneling in.

YOUR ENVIRONMENT — your region, or on-prem
Your systems & data
ERP · POS · databases · files
secure tunnel
ToolPlex
single-tenant · isolated
serves
ToolPlex apps
desktop · mobile
Your data stays in your environment; ToolPlex connects and serves your apps.
Fig. 3 — Your data stays in your environment — your region or on-prem. ToolPlex connects over a secure tunnel, single-tenant and isolated, and serves your apps.

Single-tenant & isolated

Every client runs in its own dedicated, hardened runtime — never shared with, pooled across, or reachable by anyone else.

In your region

Deployments stay within your data-residency region on isolated, per-client infrastructure — no cross-region movement.

Connect, don’t export

We connect to your live systems rather than shipping your data out wholesale — and your data is never used to train models, yours or anyone else’s.

As on-prem as you need

For the strictest requirements, everything — data, dashboards, even chat history — stays on your own servers, with ToolPlex reaching in only through a secure tunnel. Then nothing leaves your walls.

See it on your data.

A 30-minute call, a look at your systems, and a scoped 60-day POC measured against how you plan and produce today.