foxo — the grid to run your products on auto-pilot

// 01 — the thesis

Immense complexity underneath. A single grid on top.

A live software company is thousands of decisions an hour — who to reach, what to build, how to reply, when to spend, what to escalate. foxo runs all of it as one optimizing system. The machinery multiplies inside the grid — orchestrators, agents, sub-agents, memory, solvers — and none of it is yours to manage. You point it at a product and let it grow.

// 02 — the system

Agents that optimize, not scripts that repeat.

operator objective

π^* = arg max_π 𝔼[ Σ_t γ^t·r(s_t,a_t) ]
s.t. Σ cost(a_t) ≤ B, a_t ∈ 𝒜_safe

Each agent maximizes the long-run value of its product, under a spend budget and a set of allowed, safe actions.

agent ↔ task allocation

min Σ_ij c_ij x_ij
s.t. Σ_j x_ij = 1
Σ_i x_ij ≤ κ_j

Work is matched to agents to minimize cost and latency — one task per assignment, within each agent's capacity κ.

escalation policy

act(a) ⇔
p( ok | a ) ≥ τ ∧ rev(a)
else → human

Agents act alone when confidence clears τ and the action is reversible. Everything else escalates to you.

allocation matrix — agents (rows) × open tasks (cols), re-solving in real time

// solver

Every cycle the grid re-derives who works on what. Tasks arrive from six channels; the assignment is re-optimized against capacity, cost and priority; stalled work is re-kicked by a heartbeat. No queue idles, no agent waits to be told.

// 03 — the grid

Watch it all move. Steer from one place.

The grid is the single surface where all of it is legible — what's running, what shipped, what's stuck, what needs you. Not a dashboard of the past; a live view of an operation in motion.

app.foxo.pro — the grid

Product 01 Live

Engagement & upsell platform

128outreach·24h

9replies

11agents active

Your product Onboarding

Point foxo here — the grid takes the wheel

—connecting

—channels

—goals

// 04 — the lattice

One orchestrator becomes a thousand hands.

Orchestrators spawn function leads. Leads spawn agents. Agents spawn sub-agents — each with a task, a budget, a deadline. The grid grows this lattice to meet the work and prunes it when the work is done. Below is a fraction of it, moving in real time.

a live agent lattice — coordinating, self-scaling, self-pruning · one product, one slice, one moment

// 05 — it runs itself

It manages, grows & thrives!

The grid rebalances load, re-kicks stalled work, spins up agents when a product demands more and retires them when it doesn't. It learns from every cycle and carries the memory forward. You are in the loop only by exception — prod deploys, new spend, first outbound sends, anything legal or irreversible waits for your call. And isolation is absolute: one product's grid never sees another's. That is the license to operate.

// 06 — get your product on the grid

Bring a product. Let it grow.

Connect

Point foxo at your product, channels and data. No rip-and-replace — the grid operates alongside what you already run.

Delegate

Set the goals and the guardrails. The lattice takes the operating surface and scales itself toward them.

Steer

Watch the grid. Approve the calls that need you. The rest runs, learns and grows on its own.

Plug into the grid.

A living lattice of agents, optimizers and memory — running now, scaling itself to whatever you feed it. Point it at your product and step back.

Enter the Grid →

The grid to run your products on auto-pilot.