Every business we meet is somewhere on the same climb — from AI tools people play with, to systems that run the work. The method walks it in three staged labors. Each stands alone. Most start with the first.
A scored, honest read of your business across eight dimensions — from data readiness to governance — run on a deterministic engine, delivered with your two or three highest-ROI moves and a 90-day plan.
Your highest-value workflow, built as a working, governed agent system — composed from a catalog of proven skills, configured to your business, and handed over documented so your team owns it.
The loop runs — measured, governed, and improving — so output grows without growing headcount. We stay accountable for results, not just setup: continuous assurance, quarterly reviews, a live incident path.
Three labors, one direction: from tools you play with to systems that run the business. And because each engagement composes from a proven catalog, the path gets faster and sharper for every client who walks it.
A 300-site food-services operator in Western New York had fresh-food unit waste running between 16% and 24% across five audited weeks — a 19.9% mean against a 15% target, with the peak week at 24.2% (1,215 units wasted against 5,029 sold) — and it had been visible in their own reporting the whole time. The audit's finding wasn't the number. It was the mechanism: detection without actuation. The systems surfaced the signal, and nothing downstream owned acting on it — no workflow, no owner, no gate. That gap between seeing and acting is exactly what this method exists to close.
| Client | 300-site food-services operator, Western New York (anonymized) |
|---|---|
| Workflow | Fresh-food ordering & waste control |
| Metric | Fresh-food unit waste — five-week mean 19.9% (range 16–24%) vs a 15% target; peak week 24.2% (1,215 of 5,029 units) |
| Waste identified | ~$155K / year at cost, annualized from the 19.9% five-week run rate |
| Directly addressable now | ~$29K / year of that, without new systems |
| Root cause | Detection without actuation — the signal fired; nothing acted on it |
| Engagement | AI operations audit · one to two weeks · $2,500 flat |
Check the arithmetic yourself: ~$29K a year is roughly $2,400 a month at cost, so the $2,500 flat audit fee is covered inside the second month even if only the directly addressable slice is captured. The remaining ~$126K is the build case — Labor II — not the audit case. Figures are from the actual engagement; client anonymized.
Case last updated 12 August 2026 · figures verified against the five-week engagement record.
The consultation call is free. The full AI Operations Audit is $2,500 flat — a fixed fee, not an estimate that grows. It runs one to two weeks and ends with a scored map of your business across eight dimensions and a 90-day roadmap carrying your two or three highest-ROI moves. The next tiers are priced from what it finds: builds are fixed bids scoped from your roadmap, and managed operations run on a monthly retainer you can cancel on 30 days' notice.
Thirty minutes, free, with no obligation. We take one workflow you actually run, map it end to end on the call, and name where an agent would create real leverage — and where it wouldn't. You keep that map whether or not you ever hire us. If the audit is the right next step we say so and quote the same $2,500 flat fee everyone pays; if it isn't, we say that too. One call with the person who would do the work — no deck, no discovery series, no sales engineer.
One to two weeks from kickoff to delivered roadmap. The assessment runs 41 diagnostic probes across eight dimensions — from data readiness to governance — on a deterministic scoring engine, so the same inputs always produce the same score. Most of the calendar time is structured conversation with the people who actually run your workflows; the disruption to your team is a handful of hours, not a consulting occupation.
At a 300-site food-services operator in Western New York, the audit identified about $155K a year of fresh-food waste at cost — running 16–24% of units across five audited weeks against a 15% target — and named the root cause: detection without actuation. Their systems had been flagging the waste all along; nothing downstream acted on it. About $29K a year was directly addressable without new systems, which covers the $2,500 flat audit fee in under 60 days. The full worked table is above.
Bill O'Brien — the founder. Herculean Path Ventures is a principal-led practice in LaFayette, New York, formed in 2025: the person you book a call with is the person who runs the audit, builds the system, and answers for the result. The systems side runs on JARVIS, the AI operations layer he designed and operates in production every day. Full background on the about page.
Your system keeps running, because you own it from day one — the repo, the credentials, and the documentation live in your accounts, handed over as they're built rather than ransomed at the end. Every build ships documented and transferable, so your team, or any competent successor, holds the keys. That is the honest price of working with a small firm, and it converts key-person risk from something you fear into something you've already covered.
No. The audit maps the workflows, data, and systems you already run, and builds compose from a validated skill catalog wired into your existing stack — an action in one of your current tools triggering an action in another. The usual finding isn't that tools are missing; it's that nothing connects what your systems already detect to anyone who acts on it. That gap closes with integration, not replacement.
Nothing gets sent, paid, deleted, or promised without a human clicking approve. Every consequential action an agent proposes waits at a sign-off gate, every pass is logged — who, what, when, decision — and a kill switch is armed before any autonomy turns on. The controls are nine plainly-written rules mapped to NIST AI RMF and the OWASP LLM and Agentic Top 10, and HPV runs its own operation under the same register it deploys for clients.
Herculean Path Ventures LLC is a principal-led practice in LaFayette, New York, formed in 2025. The principal is Bill O’Brien — the person you book a call with is the person who does the work, and the person on the hook for it. We don’t obscure that, because key-person risk you can see is key-person risk you can price. Here is how we price it:
Free · no obligation · 30 minutes.