Heisen
The deterministic compute substrate.
Heisen is the engine substrate beneath the entire Maxor suite — the layer that classifies each request and decides where it runs. Compression-first, audit-ready by default, sovereign-deployable. We could have wrapped a frontier LLM and called it a product. We didn't. We built the substrate engine by engine, so the answer is verifiable — not just confident.
4,000+
Deterministic compute engines
0
Of your data enters any training loop
3
Deployment modes — cloud, local, air-gap
10
Platforms run on the substrate
A substrate, not a wrapper.
Most AI products are a thin shell around someone else's model. Heisen is the opposite : a deterministic compute core that resolves what it can exactly, and escalates to a frontier model only when it genuinely must — every step auditable from first principles.
Deterministic core
A library of pure, bounded, documented engines. When an answer is computable exactly, a model never touches it.
Confidence router
Every request is classified and routed — local engine first, frontier model only when the work demands it. Cost stays predictable end-to-end.
Hallucination-aware
Outputs are checked against an internal coherence signal before they reach you. Information-theoretic, deterministic — not another model guessing about the first.
Resolve. Route. Arbitrate. Verify. Escalate rarely.
Heisen is a hierarchy of cognition — deterministic-first, with a frontier model as the expensive last resort. Each layer only handles what the layer below couldn't.
Resolve
The deterministic engine substrate answers everything exactly computable — most of the traffic, zero model, instant, auditable from first principles.
Route
What genuinely needs judgment is classified and routed to a domain specialist — the right expertise for the question, not one generic model for all of them.
Arbitrate
On hard or multi-domain queries, a reasoning layer fuses the specialists and resolves conflicts between them — reasoning, not an average of guesses.
Verify
Every output passes a deterministic coherence check before it ships. Hallucinations are caught here, before they reach you.
Escalate rarely
A frontier model is the last resort, used only when confidence stays low — so cost and latency stay bounded, and the bill never surprises you.
Every verified answer feeds the loop — the deterministic layer absorbs what the models resolve, so the engines sharpen and fewer queries ever need a model.
Most answers never touch a large model.
That's the whole point. The deterministic substrate settles roughly two-thirds of all traffic at zero model cost — so the answer is auditable and the bill is bounded. A frontier model is the rare exception, not the rule.
Deterministic engines
≈ 68% · $0 · audit-ready
Specialist + reasoning judge
the residual — domain depth + arbitration
Frontier
last resort · rare
Every output — wherever it resolves — passes the deterministic verifier before it reaches you.
The same brain in dev, in prod, on your hardware.
Same brain when our developers ship code on Monday, when your team uses Maxor Connect on Tuesday, when the engine runs entirely inside your perimeter on Friday night.
Math, not vibes.
Same inputs → same outputs. Always. Every engine is pure, bounded, documented. When the auditor asks how a number was produced, we show the function — not a prompt.
Your data stays yours.
The engines are domain-agnostic logic patterns. Your code, your data, your IP never enter the substrate or any training loop — impossible by design, not by promise.
Air-gap capable.
When the work can't leave your perimeter, Heisen runs entirely on your hardware. No prompts leave the box, no completions leave the box, no telemetry, no phone-home.
We build with what we sell.
Every engine first proves itself building our own products. If Heisen can't help us ship Heisen, it doesn't ship to you. The gate is mechanical, not aspirational.
Where Heisen runs.
The same substrate, three deployment shapes — your call, every time.
Cloud
Hosted on Canadian-resident infrastructure. Fastest to start, fully managed, audit-ready out of the box.
On your hardware
Run the substrate inside your own environment when residency or latency demands it — a compact on-prem appliance, no datacenter required. No third-party round-trip.
Air-gapped
Fully disconnected via the Maxor Sovereign Stack. Sovereign by construction, not by configuration.
From clinical trials to structural loads.
The substrate already runs deterministic compute across 28 sectors — the same engine library, specialized per domain. This is the research we run for ourselves and deliver under engagement, not a roadmap promise.
What you actually walk away with.
Not a chatbot subscription. A verifiable compute layer you can deploy, audit, reproduce, and own the outputs of — for research and regulated work alike.
Verifiable, reproducible answers
Every output traces to a function or a checked source, with an audit trail — and reproduces run-to-run, so a result holds up to replication. When someone asks how a number was produced, you can show them.
Your data stays yours
Nothing you send enters a training loop. Per-engagement contracts spell it out; the architecture makes it impossible by design.
Deploy it your way
Cloud, on your own hardware, or fully air-gapped — the same substrate, your call. Canadian data residency by default.
Bounded, predictable cost
Most queries resolve at $0 on the deterministic layer. You pay for a frontier model only on the rare query that needs one.
Domain-specialist depth
The right expertise per question across 28 sectors — not one generic model stretched thin over all of them.
A hallucination guardrail
A deterministic coherence check sits in front of every answer. Bad output is caught before it ships, not after it costs you.
Heisen at the core. The surfaces on top.
Every Maxor platform runs on the same Heisen substrate. The surfaces below are how you reach it — pick the one that fits your workflow.
Expert personas, computational tools, and autonomous agents — desktop & web, deploy anywhere.
Terminal-native agent loop for research and development — verifiable answers, not just confident ones.
The Heisen posture inside your editor — ask, fix, explain, test, with per-message cost tracking.
The operations platform — CRM to compliance — where every calculation is provable, powered by Heisen.
Status
🟢 Production
Deployment
Cloud · Local · Air-gap
Owner
Maxor Global LLC
Put Heisen to work.
Schedule a demo, discuss deployment — cloud, local, or air-gapped — or get pricing. A senior lead responds within one business day.