Physical products
Manufacturing realities, capacity decisions, and quality-control demands that get harder to manage as volume grows.
Foundryside installs the operating structure your business needs and builds the custom tools to support it, inside the engagement.
Best fit: physical products, e-commerce, Amazon-heavy, and inventory-complex businesses.
“At some point, the thing holding the company back stops being the product and starts being how it's run.”
The work is for founder-led companies where growth is real, the complexity is real, and the business still depends too much on founder memory and founder follow-through.
Manufacturing realities, capacity decisions, and quality-control demands that get harder to manage as volume grows.
Multiple channels, platform-specific risk, and the operating strain that comes with speed and scale.
Purchasing, lead times, logistics, and working capital decisions that need one operating picture.
Too many decisions, approvals, escalations, and follow-throughs still route through one person.
The team can move fast in places, but the system can only move at the founder's pace.
Reporting may be present, but it is late, inconsistent, disconnected from execution, or not useful enough to improve decisions.
Good people, unclear ownership. Work moves, but no one is clearly on the hook for the outcome.
Inventory, purchasing, channel, and execution decisions happen without enough operating visibility tying them together.
Most engagements move through the same three stages, from diagnosis to reset to continued support.
A first read of how the business actually runs, not how the org chart says it does: where bottlenecks really are, where reporting fails to drive decisions, and what the highest-leverage fixes look like.
A focused engagement to tighten decision rhythm, build the reporting and visibility the business actually needs, harden accountability, and reduce how much still depends on the founder.
Where the fix needs custom software, internal tools, integration plumbing, or real-time visibility, it is built as part of the work.
Continued founder-side operating help for businesses that benefit from senior operating judgment, follow-through, and practical build capability after the reset.
The differentiator is not that AI is brought into the business. It is that AI compresses the cost of building the tools the business actually needs.
Internal apps, real-time visibility, integration plumbing, and reporting that people trust can be shipped inside the operating work instead of deferred into a separate software project.
A weak process with automation layered on top is still a weak process. I focus first on operating structure, ownership, reporting, and decision flow. Once those are clear, it becomes much easier to identify where AI will help and where it will just add noise.
Most companies do not need more AI ideas. They need better judgment about what is worth building, in what order, and why. I help founders distinguish between:
If a company brings in an outside automation builder or technical partner, I can help define the problem, shape the scope, pressure-test the proposal, and keep the work tied to actual operating priorities. The goal is not more tools. The goal is a business that runs better.
At a precision-manufacturing client, a per-station logging system feeds a live shop-floor scoreboard, with sign-in lights and production scores driving weekly bonus calculations. Productivity doubled over twelve months. The mechanism wasn't motivation — it was that performance finally became legible enough to reward high performers and retain them. After a year of natural turnover, the whole team was high-performing. I can build a similar custom system in a week.
Connecting inventory, AP, marketplaces, fulfillment, accounting, and the reporting layer on top — Katana, Ramp, A2X for Amazon settlement reconciliation, ShipStation or Amazon MCF through Shopify, QuickBooks or Sage Intacct depending on scale, Metabase or Hex for reporting that actually drives. GTM side: Attio, Clay, Klaviyo. Make.com when it fits, n8n when more depth is needed, direct APIs on Vercel + Supabase when neither does. Whatever the stack, most "our reporting is bad" problems are "our data isn't connected" problems.
Foundryside is not a generic consulting wrapper, and it is not selling abstract strategy.
The work is founder-side: diagnose the operating constraint, install the cadence and ownership model, build the visibility layer when needed, and stay accountable to whether the business runs better.
The combination is the differentiator: senior judgment, hands-on delivery, practical software, and bounded scope.
Craig Stoller
Founder, Foundryside
If the business feels harder to run than it should, it usually is, and it is usually fixable. A short conversation is the place to start.