PICKLEADVISORS

CPG operations + practical AI

Fix the work behind growth.

Pickle Advisors builds practical AI workflows for growing consumer brands. The work starts with a real operational constraint and ends with a system your team can run.

Start with the AI AuditDiscuss an operating problem
Working with Pickle

A clear starting point.

Who it is for
Founders and operators at growing consumer packaged goods brands managing retail, wholesale, ecommerce, distributors, or third-party logistics.
How to start
A free 30-minute AI Audit conversation for requests that fit the work. Submit the short intake first; Jonathan reviews it and emails next steps. A submission does not automatically reserve a meeting.
What the audit covers
Identify a priority bottleneck, the inputs and systems involved, where human approval belongs, and whether a deeper implementation discussion makes sense.
What implementation includes
Workflow diagnosis, scoped implementation around existing systems, and a handoff with clear human owners and exception handling. Scope, timing, and fees are agreed before implementation begins.
Clear boundaries
No forced ERP replacement. An audit does not commit either party to an implementation project. Advisory does not guarantee media coverage or investment.
Illustrative workflow

A retail launch.
A promise you can keep.

A 14,400-unit order. Inventory already committed elsewhere. A delivery window that cannot wait.

  1. 01 / Connect the source documents

    The order is only part of the story.

    The retailer’s PDF orders 14,400 units for Tuesday. The warehouse spreadsheet counts cases. Existing customer commitments sit in the order tracker.

    • Retailer PO: 14,400 units
    • Warehouse: 1,500 cases on hand
    • Other orders: 500 cases reserved
  2. 02 / AI reconciles the inputs

    Find the gap before you promise.

    Match the SKU, apply the 12-unit case pack, and subtract stock already promised to other customers.

    Order requires
    1,200 cases
    Available to promise
    1,000 cases
    Shortfall
    200 cases

    The next 200 cases are expected Wednesday—after the requested delivery.

  3. 03 / Review a prepared response

    A shipment plan, ready to review.

    Prepare a split-shipment proposal, a retailer email, and warehouse instructions for the operator to review together.

    Review the proposed handoff

    Proposal: 1,000 cases for Tuesday; the remaining 200 after replenishment is confirmed.

    Approval: the operator verifies stock and transit timing, gets the retailer’s agreement, and approves the warehouse release. No email or shipment is sent automatically.

Illustrative scenario, not a client case study or a measured result.

What gets fixed

One accountable operating layer.

Pickle works across the handoffs where spreadsheets, inboxes, retailer portals, distributors, 3PLs, and financial systems stop agreeing.

Orders + revenue

Normalize the inputs.

Turn retailer, distributor, Shopify, Faire, Amazon, PDF, email, and EDI inputs into one reviewable workflow.

Inventory + logistics

Reconcile the handoffs.

Connect SKUs, case packs, 3PL inventory, freight, BOLs, invoices, and payment follow-up without replacing the core systems.

Launch + reporting

Run the exceptions.

Coordinate launches and reporting while people approve mismatches, commitments, and decisions that should stay human.

Jonathan Deeter, founder of Pickle Advisors

Founder-led, start to finish

Diagnosis before automation.

Jonathan Deeter leads the work from operating diagnosis through implementation. Pickle identifies which workflow is ready, what must be cleaned first, where human approval belongs, and whether the economics justify building anything.

The person shaping the recommendation is accountable for making it work.
About Jonathan and the operating approach