Observe · activity log.
Department, role, what they did, and what Observe made of it.
liveopen log ↗
Enterprise AI
for CPG
Where planning, plant and trade turn into finished work, end to end.
Planning
Shorts, overrides and the call to the co-packer before the system flags it. Remembered, and written as the SOP.
Plant
What the best shift does on changeovers and holds. Cited from the line, the QA log and the shift notes.
Trade
Deductions matched against the trade plan and the contract. The ones worth fighting, found before the month closes.
What changes
Hours back to your team.
Repetitive admin slows every desk, and the way your best people handle it is never captured. Karez finishes the repetitive work and keeps the method, so your team spends its hours on the business.
- 16 hrsback per planner, per week40%+ of planning time on data prep · AIMMS01Hours back
Data pulls, spreadsheet updates and retailer follow-ups, finished from the ERP, the portals and the mail.
Plans that hold - 3xfaster deduction resolutionAI-led teams resolve 3.1x faster · Finortal02Faster disputes
Each deduction matched against the trade plan, the order and the proof of delivery, the way your best analyst would.
Disputes closed in days - 2xdeductions recoveredManual 31% vs automated 68–74% · Finortal03Revenue back
Valid disputes drafted with the evidence attached and sent before the window closes.
Revenue back on the books
What the forward-deployed agent learns
Your best planner’s method, run on every order.
The forward-deployed agent learns the work from the ERP, the planning tools and the calls your best planner makes between the plan and the plant.
- Reads the systems your team already runs, with the access you already grant.
- Turns each call into a step your team can follow.
- Writes the SOP and keeps it current as the work changes.
systemsdocumentspeoplejudgement
How Observe works Sources of truth
The record is already in your plants.
ERP, planning, MES, quality, retailer portals, the trade plan in Drive and the thread in mail, read together with the access you already grant.
Ask the record
Questions a brand could never ask the ERP. Now you can.
Answered from your ERP, your plants, your retailer portals, your mail and the way your best people work. Cited, ready to act on.
ask the record01 / 04
systems
people
Ask anything about your operations…
↑Two sources of truth, one answer.
What the systems say, and how your best people work. Both cited, both in the brief.
time to answer · minutesopen brief ↗
Why Karez for consumer packaged goods
Built for brands that run on judgement and data.
One record, every desk
Planning, plant and trade work from the same record, with every answer cited.
Learns from your best people
The forward-deployed agent learns the calls your best planner makes, alongside the systems and the documents.
Deployed with you
A forward-deployed agent and an industry specialist, embedded in your operation.
Measured on your record
Hours back, turnaround and workflows run, counted from your own data.
Before the first call
Questions we get from packaged goods.
From supply chain, plant and finance leaders, before they book time.
How does it get started?
A forward-deployed agent and an industry specialist connect your sources with the access you already grant, map the first workflows with your team, and put agents on the most repetitive one first.
How is it secured and governed?
In your cloud or ours, on the models you choose. Data is encrypted in transit and at rest, and access follows the permissions you already grant. Guardrails apply your current policies to every action, and every decision carries a full audit trail: what was read, what was done, and which rule it followed.
How is the value measured?
Against a baseline taken from your own record before Karez starts. Hours back, turnaround and workflows run are counted per planner, from the same record.