The AI Partner for Regulated Industries

Enterprise AI,
built and proven.

Production-ready AI for medical, government, legal, banking and finance. Voice, chat and payments on one deterministic memory substrate, built for the environments where auditability and data sovereignty are not optional. Your data, your infrastructure, your control.

Most enterprise AI never leaves the pilot.

Ours reaches production. Into regulated sectors, into the conversations that matter.

Where getting it wrong is not an option

Auditable, deterministic and deployable on your own infrastructure. The stack is built for the sectors where every answer has to be traceable and data cannot leave your control.

Medical

HIPAA-grade handling, on-premise deployment and a full audit trail on every interaction with patient data.

Government

Sovereign, air-gapped deployment where data never leaves the country and every decision is accountable.

Legal

Deterministic fact recall with a traceable source for every answer. No black boxes, no drift, no guessing.

Banking & Finance

SOC 2 compliance, post-quantum secured payments and real-time fraud inference against the graph.

Energy & Utilities

Real-time performance at the edge, on infrastructure you control, for critical operations that cannot fail.

Telecoms & Contact Centres

Voice AI at scale with sub-700ms latency, deployable on-prem to meet local regulatory requirements.

Not a chatbot company

We build the layer underneath the interface, the part that makes AI behave. Auditable, deterministic where it matters, and fast enough to feel invisible. Our team integrates every product into the systems you already run.

Voice

Enterprise voice AI that holds natural conversations, understands context and takes action. Inbound and outbound, on-premise or cloud.

Chat & Generative UI

A chat layer that renders interactive components such as forms, dashboards and booking flows, then takes real actions through agentic tool use.

Memory

A deterministic, graph-based memory substrate underneath every product. The same query returns the same answer, every time, with a full audit trail.

Payments

Post-quantum secured payments infrastructure on the same substrate, with fraud detection running live against the graph as transactions happen.

Best-in-class products. One deterministic core.

Every product is a different interface. Underneath every one of them sits the same memory substrate, integrated into a working system by our team.

Available Now

Speak

Enterprise Voice AI

AI voice agents that sound human, respond in under 700 milliseconds and detect emotion in real time.

Available Now

Symphony

Agentic Chat with Generative UI

Renders live forms, dashboards and transactions directly inside the conversation, and takes real actions.

Core Substrate

Mneme

Real-time Memory Layer

Real-time, graph-based memory built in Rust with post-quantum encryption. Deterministic fact retrieval, every time.

Available Now

NativePay

Post-quantum Secured Payments

Payments on the same graph substrate, with fraud inference running in real time as transactions happen.

Voice, chat, memory and payments, integrated into one working system by our team.

Launching in Malaysia soon. A Malaysia edition of Speak is on the way, with local language and deployment.

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Speak / Enterprise Voice AI Available Now www.speak.ad ›

Speak with the superhuman touch.

Built for environments where latency, accuracy and compliance must coexist. Not an IVR menu, but a conversational agent that understands context, takes action and knows when to escalate.
Core Capabilities

Sub-700ms latency

Fast enough to feel like a natural conversation, not a bot with a lag. Works on cloud and on-premise worldwide.

Emotional intelligence

Detects frustration or distress in real time, adjusts tone and pace, and escalates to a human when appropriate.

Full context handoff

Carries memory from chat and prior calls through the Mneme layer. Callers never repeat themselves.

Code-switching

Handles natural multi-language conversation mid-sentence, without breaking.

Compliance built in

SOC 2, HIPAA and GDPR as standard. Deployable on-prem or cloud, priced per connection, not per seat.

Symphony / Agentic Chat with Generative UI Available Now
Symphony doesn't return a paragraph. It renders live forms, dashboards, account views and transactions directly inside the conversation.
Core Capabilities

Generative UI

Visual, interactive answers rendered inline. No redirect, no login wall, no abandoned journey.

Agentic tool use

Checks records, updates data, triggers workflows and escalates to a human.

Shared memory with Speak

A conversation that starts on voice continues seamlessly in chat, through the same memory layer.

Same compliance stack

SOC 2, HIPAA, GDPR. On-premise deployment available.

Memory as a guarantee, not a benchmark

Every frontier LLM is probabilistic, trained to sound helpful even when wrong. Mneme makes the memory layer itself deterministic: fact recall, consistency and hallucination rate become guarantees.

100%
Fact recall
Five-hop retrieval. The same query, the same answer, every time.
0%
Hallucination rate
Deterministic retrieval with a full audit trail back to source.
93ns
Reference lookup
Core engine performance, well inside target thresholds.
100%
Offline capability
Runs fully air-gapped when regulation demands it.
System-of-record task Mneme Frontier models
Fact recall (5-hop)100%34–38%
Hallucination rate0%10–55%
30-day consistency100%0%
Offline capability100%0%
Average latency0.9s2.8–3.2s

Payments on the same substrate

Post-quantum secured, with fraud detection running live against the graph as transactions happen, not as a batch job after the fact.

<5ms
End-to-end hot path
p99, on CPU alone, before GPU acceleration is switched on.
600K
PAN tokenisations/sec
The privacy layer is never a bottleneck.
2.1ms
Fraud inference
Per transaction, in-graph, in real time, not a batch review.
50K
Transactions/sec today
Scaling toward 100K TPS as hardware acceleration comes online.

One memory layer, either way

The stack runs either way on the same memory layer. The choice is about deployment constraints, not capability.

Cloud

Fastest to value

  • Fastest to deploy, lower ops overhead
  • Good latency, depends on connectivity
  • Best for faster time-to-value and less sensitive data
When to choose cloudSpeed-to-value matters most. Lower ops overhead. Data sensitivity is manageable.
On-Premise / Edge

Full control

  • Lowest possible latency, no external dependency
  • Data never leaves the premises
  • Best for regulated environments and real-time critical use cases
When to choose on-premRegulation, data sovereignty or real-time performance make it non-negotiable.

Same engine. New front doors.

Every new product is built on the same deterministic core, so the same guarantees carry across each one.

On Roadmap

Avatars

Persistent, personalised AI companions and tutors on the same Mneme substrate. An avatar's memory of a person carries across voice, chat, kiosk and terminal. The relationship accumulates. Context doesn't reset.

On Roadmap

NativeCRM

A CRM layer built to capture and action every AI-handled conversation, keeping voice, chat and the record of truth connected through the same memory core.

Early Development

Native Engine

A physics and robotics simulation engine on the same deterministic principles as Mneme. Reproducible results, not approximations that drift run to run. Up to 1,000x faster than real-time.

One substrate. Many front doors.

Voice, chat, payments, sovereign deployment, operations, avatars. Every product is a different interface. Underneath every one of them sits the same engine.

Auditable

Every fact recall has a full audit trail back to source. No black boxes.

Deterministic

The same query, the same answer, every time. Hallucination is not a rate to minimise. It is zero.

Deployable anywhere

Cloud, on-premise or fully air-gapped. The engine adapts to the regulatory environment.

See the platform.

Book a walkthrough of Speak, Symphony and the wider stack, and see what production-ready enterprise AI actually looks like.