Cloud inference platform for companies to train & run their own models.

Deploy nowTalk to sales
curl -fsSL https://allocate.network/install | bash
Allocate console
Your agents
Fraud review
Ask anything about your fleet
‹ ›app.allocate.network
Disputes this week
0 cleared96.1% precision
Fraud review, live
Why was dispute 8817 flagged?
Three device changes in 48 hours and a first-time merchant for this customer. Evidence is on the case file.

Trusted by teams who own their AI.

Bettersure
Bidvest
Hype Digital
Colas

Your data is your moat.

Upload what you already have. Allocate turns it into a model that keeps getting sharper with every task it completes.

See it with your data
What you give it
transactions-fy25.parquet 4.1M rows
contracts.pdf 12,400 documents
resolutions.csv 9,400 outcomes
Lands through a private intake, parses automatically, and never leaves your boundary.
What it becomes
v1Trained on your historybaseline
v2Two weeks of real work+9%
v3Learning from every task+24%
Every task your agents complete becomes training signal. The model you own compounds; rented ones never do.

Everywhere you work.

One fleet, every surface your company already lives in.

Console

Run the fleet, watch the Meter, and route models from the browser.

Open the console
Meter
Requests, 24h0
Claims triageLive
Spend$0

CLI

Ship routes and tail live inference from any terminal.

Install the CLI
allocate tail
$ allocate tail
200 · prod/support-agent · 288ms
200 · prod/fraud-review · 401ms
1,204 tok · $0.0041

Slack & email

Agents post updates, file summaries, and answer where your team is.

Add to Slack
Claims triage · #claims-ops
214 triaged overnight,
3 flagged for review.
View in Allocate

WhatsApp & phone

Customer-facing agents that answer, book, and escalate with care.

Hear it live
WhatsApp
Can I see someone about my back this week?
Booked: Thursday 09:30 with Dr Mahlangu.
Satisfaction4.8 / 5

A global inference cloud.

Secure sandboxes and model serving, close to wherever your company and your customers actually are.

Warm in every region

Sandboxes and inference wake in milliseconds on the cell closest to your users, with the same key and the same routes.

Residency by design

Pin a workspace to a region and its data, weights, and inference never leave it.

One endpoint, globally routed

api.allocate.network resolves to the nearest cell. Failover is our job, not your config.

JohannesburgLondonFrankfurtN. VirginiaDubaiSingaporeSão Paulo · soonSydney · soon

Every model, one key.

Route by name, watch usage live, and swap the model behind any route in one click. Open weights are yours to train.

Explore the model catalog
alc_••••••••7f2eprod/fraud-reviewdeepseek-v4One key. The route stays; the model is your choice.

RecursiveDB.

The engine underneath Allocate: every task your agents complete becomes training signal, and your model compounds while you sleep.

See your compounding curve
Signals, live
Dispute 8817 cleared, analyst agreed+signal
Booking confirmed, no edits+signal
Ticket resolved, no reopens+signal
Escalation resolved, outcome logged+signal
Document filed, human agreed+signal
24,318 signals this week, every one from real work
Task completedOutcome capturedSignal boundWeights updated
94.1%model strength · v3
Every version, sharper
v10%
v20%
v30%
Human agreement, v396.2%
Rollback availableAlways
Next training run: Friday 02:00 · 9,412 new signals queued

A regulated system, by design.

Built with security and compliance at the core.

Sandboxed execution

Every agent and tool runs in its own sandbox. Nothing touches your systems without an explicit, audited grant.

Data isolation

Single-tenant boundaries with zero egress by default. Your data trains your model, no one else’s.

Your weights, yours

Fine-tuned open-weight models belong to you. They never leave your boundary.

POPIA, HIPAA, SOC 2

Built for regulated healthcare, insurance, and finance from day one.

Audit everything

Every action, every grant, every model change is logged and reviewable.

Encryption throughout

AES-256 at rest, TLS 1.2+ in transit, keys rotated and scoped per agent.

Talk to securityRead the security overview

Spend time building agents,

not infrastructure.

Data stays inside your walls

Trained and run inside an isolated boundary. No third-party exposure, ever.

Read the security overview

A model that compounds

Every task your agents complete becomes training signal. Your accuracy becomes your moat.

Explore fine-tunable models

A fleet, not a chatbot

Agents that do real work in your tools, with guardrails, audit trails, and human escalation built in.

Open the console

Spend you can forecast

Metered usage, hard caps, and a bill that never surprises you.

See how pricing works

Metered on tokens.

Forecast before you spend. No seats, no platform tax.

Activation

One activation fee

Stands up your isolated environment: onboarding, security review, and initial configuration.

Usage

Billed on token meterage

Idle time costs nothing. Spend tracks the work your agents actually deliver, capped by policy.

Forecast

No surprises at the invoice

Fees and usage projected before you commit, and visible live, per agent, thereafter.

Built for your developers.

A single REST endpoint in front of every model. Routes, caps, and policy ride along with each call; your team writes product code, not plumbing.

Read the API reference
curl -fsSL https://allocate.network/install | bash
api.allocate.network
curl https://api.allocate.network/v1/chat/completions \
  -H "Authorization: Bearer $ALLOCATE_KEY" \
  -d '{
    "model": "prod/support-agent",
    "messages": [{"role": "user",
      "content": "Can I move my workspace to the EU region?"}]
  }'
200 · routed to deepseek-v4 · 288 ms · inside your boundary

Allocate for startups

Platform credits, hands-on onboarding, and the full platform for early-stage teams building AI-first products.

Credits to get you liveSeed to Series AApply in five minutes
Apply now

It starts with one dataset.

Book a build session: we scope a live agent, connect one environment, and forecast your usage, in under an hour.