Kantum AI, from OrNsoft
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Governed autonomy · running in production

The AI that runs your operations. And knows when to call you.

Kantum connects to your email, calls, chat, and tools, watches what changes, does the work, and pulls you in only when it should.

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No card required · Claude, GPT, or Gemini

app.kantum.ai/governance/approvals
Governance / Approvals
Mar 24, 2026 Live | Tokens 3,805

Approvals

3 pending
All Code Email CRM
</>

Push fix to production

automation · engineering-loop

proposed 2m ago
branchfix/ticket-4821-auth
ticket#4821 · Confirmed
diff+12 −4 · 2 files
repropassed · dev env
View diff →

Send reply to Northwind Ltd

email · drafted

6m ago

Update HubSpot deal → Negotiation

crm · deal-2208

11m ago

The problem

Your inbound never stops. Calls, email, chat, tickets, all day. Generic AI just answers prompts — it doesn't watch your tools, remember your business, or act.

01

It waits for a prompt. Nothing happens unless someone opens a tab and types.

02

It forgets. No durable memory of your clients, projects, or how your company works.

03

It can't act. No hands on your inbox, CRM, calendar, or codebase — and no judgment about when to involve you.

What Kantum is

A connected, governed operator that watches your channels, knows your company, does the work, and escalates with judgment. Not a chatbot — the chat is just one surface.

Your channels & tools

Email · WhatsApp · Slack Telegram · Phone calls CRM · Calendar · 100+ tools
K

Kantum

Watches, decides, acts

+ persistent memory

You & your team

Handled automatically Approvals when it matters Escalation by text or call

How it works

Three principles, with judgment built in.

01 · Proactive attention

Watches what changes — surfaces only what matters.

No prompt needed. Kantum monitors your channels and tools in the background and brings the few things forward that actually need attention.

In practice

An urgent email triggers a WhatsApp to you — and a phone call if you don't acknowledge it within ten minutes.

02 · Unified context

Knows your company — pulls every channel into one place.

Persistent, editable, deletable memory of your clients, projects, and how you work, stitched across every channel.

In practice

A support email comes in. Kantum checks the CRM for that client's project and billing, and handles it in one thread.

03 · Governed autonomy

Acts — with your hand on the wheel.

Kantum proposes a write, you confirm. Real actions across your tools, gated by approval and logged.

In practice

It writes a code fix, commits it to a branch, and waits for your tech lead to approve the push.

Platform · architecture

See the machine.

Four layers, one spine. Everything enters through your channels, runs through orchestration and memory, and every write leaves through governance — on the model you choose.

signals in actions out · only past the gate
Channels & connectors L01 · ingress
Email WhatsApp Slack Phone Calendar CRM
Orchestration & memory L02 · reason

The thread holds context. Triggers and automations watch what changes and decide what to do.

Thread Persistent memory Triggers Automations
Governance gate L03 · checkpoint

Every action passes here before it reaches your tools or people. Nothing writes without clearing the gate.

Approval marker Audit-log marker
Model layer L04 · execute

Switch between Claude, GPT, and Gemini — globally or per message. No lock-in to one provider.

Claude GPT Gemini
app.kantum.ai/intelligence
The Kantum Intelligence Console in production: a left sidebar with Intelligence, Operations, Integration, Governance, Insights, and Billing; the main view shows a recovered persistent-memory summary and Kantum proactively proposing an Open Loops tracker for the week.

The Intelligence Console — persistent memory and proactive next actions, running in production at OrNsoft.

Live deployment · OrNsoft

Here is exactly what our own AI does in production, every day.

Not a case study with numbers. A window into a working deployment — the same Kantum you'd run. Lead example: the engineering loop.

The engineering loop · automated

01

Monitor

An automation checks tickets every 30 minutes. When one opens, the loop begins.

02

Reproduce

Kantum spins up a real dev environment and reproduces the bug using code and a browser.

03

Triage

Can't reproduce → it replies asking for detail. Can → it sets the ticket to Confirmed and writes the diagnosis into private notes.

04

Fix

A second automation writes the fix and commits it to a patch branch.

05

Approve — human in the loop

Kantum pings the tech lead on Google Chat to approve the push. Nothing ships until they say so.

Approval needed via Google Chat

Push fix to production?

Kantum reproduced ticket #4821, wrote a fix, and committed it to a branch.

branchfix/ticket-4821-auth
ticketConfirmed
diff+12 −4 · 2 files

Requested by Kantum · waiting on tech lead

Support inbox

Reads incoming email, checks the CRM for client, project, and billing, replies when it can, and opens a ticket on the extranet when an issue is real.

Urgent escalation

An urgent personal email triggers a WhatsApp — then escalates to a phone call if it isn't acknowledged within ten minutes.

Phone & web

One agent answers the company phone line and the website chat, handling support and caller requests across many scenarios.

Weekly content

A weekly automation scans search trends and drafts a blog post autonomously, ready for review.

Solutions

Find where it fits your operation.

Connects to 100+ tools.

Deep, two-way integrations with the tools your operation already runs on. See all integrations →

Gmail Slack WhatsApp Google Calendar HubSpot Salesforce Notion WordPress

Model choice

Run on Claude, GPT, or Gemini.

One interface over every provider. Switch globally or per message — no rebuild when you change your mind, and no lock-in.

Reach for Claude when the work is nuanced — long-context reasoning, careful writing, and judgment-heavy triage.

Reach for GPT for broad general capability and fast, flexible everyday operations across your channels.

Reach for Gemini when you want long-context recall and tight coverage of the Google ecosystem.

Model Per message ▾
C

Claude

Anthropic · nuanced reasoning

G

GPT

OpenAI · broad capability

G

Gemini

Google · long-context recall

Apply globally This message

Multi-location

Run twenty locations from one workspace.

Operate every site through a single Kantum workspace, with its own context and routing.

Whole company

Every employee on one shared workspace.

Everyone works from the same memory and surfaces, with roles and permissions per person.

Accountability

Full audit trail for teams.

Every proposed and approved action is recorded and reviewable, across the whole workspace.

Security & governance

The controls are the product.

Kantum acts on your behalf, so governance isn't a tab — it's the spine. Stated precisely, and only for what's built.

Approval gates

No write without a yes.

Kantum proposes write actions; a person confirms before anything lands. You set which actions are gated.

Audit trail

A complete record.

Every proposed and approved action is logged with actor, target, and time — reviewable across the workspace.

Roles & permissions

Right access, per person.

Role-based access controls who can see channels, approve actions, and edit memory across the team.

Tenant isolation

Your data stays yours.

Each workspace is isolated from every other. Nothing crosses the boundary between tenants.

Memory control

Editable, deletable memory.

Persistent company memory you can read, edit, and delete at any time. You own what Kantum knows.

Data handling

GDPR-aligned consent.

Consent and deletable data are built into how memory and channels work — stated plainly, with no certification claims.

Pricing

Start free. Pay for work done.

Try Kantum free — no card. Daily spend caps included, so a busy month never becomes a surprise bill.

Solo

For the single operator

$39 / month

One seat. Core connectors and channels. Sized for clearing a heavy inbox single-handed.

Start free
Most teams

Team

For a small team

$149 / month

More seats, automations on, team management on. Sized for a small team running shared operations.

Start free

Voice agents

Answer the phone line

$299 / agent / mo

Includes 1,000 minutes. Overage from $0.20 / minute. Volume bundles on request.

Book a demo

Enterprise & multi-location

Committed volume, private plans. For multi-location and large teams.

Talk to us →

See full pricing →

Start free, or see it run on a live company.

Connect your channels and let Kantum do the work — and decide when to pull you in.

Start free Book a demo →