Quantum Cumulative

Own Business
Intelligence.

Quantum Cumulative builds private AI operating systems that turn your company's knowledge, live data and recurring work into an asset your business controls.

Connect the systems you already use. Give authorised people immediate, source-backed answers. Automate approved work. Retain control of the knowledge, memory, workflows and operating history created around your business.

Begin with an Audit → Explore the Engagements

The models can change. Your operating intelligence stays with you.

Owned Business IntelligenceRent the Model · Own the IntelligenceGovernedSource-BackedPrivate & Controlled Owned Business IntelligenceRent the Model · Own the IntelligenceGovernedSource-BackedPrivate & Controlled
01

Who It Is For

Built for established companies with real operations to govern.

A strong fit when
  • You are an established company — typically 15+ people or several million in revenue — with real operating history.
  • Knowledge and decisions concentrate in a few key people, systems or inboxes.
  • You run recognised systems — accounting, CRM, project, operations — that don't fully talk to each other.
  • Leadership wants faster, source-backed answers without expanding headcount.
  • You care who can see what, and want a clear record of what the system did.
Likely not yet
  • You are pre-revenue or still defining the core business.
  • You want a single chatbot or a quick prompt library rather than governed infrastructure.
  • Core records live only in one person's head, with little written down to work from.
  • You need a regulated legal, accounting or clinical decision made for you.
02

The Problem

Your business already has the intelligence. It is simply trapped.

It lives in documents nobody can find, systems that do not speak to each other, inboxes only one person understands, spreadsheets maintained by hand, and the memories of the employees everyone depends upon.

Customers wait for answers. Employees interrupt managers. Reports arrive after the moment to act has passed. Leads, invoices, follow-ups and approvals move only when someone remembers to move them.

Generic AI tools may help individuals work faster. They do not automatically convert the accumulated knowledge of an organisation into a governed operating asset. Quantum Cumulative builds that asset.

03

What Owned Business Intelligence Means

01

Company knowledge

Approved documents, procedures, policies, commercial information and operating expertise organised into a usable intelligence base.

02

Live business information

Controlled access to current information from accounting, sales, operations, project, customer and administrative systems.

03

Organisational memory

Important decisions, corrections, preferences, exceptions and outcomes retained instead of disappearing into individual conversations.

04

Agents & automation

Specialised agents that research, prepare, monitor, coordinate and complete approved tasks.

05

Governance

Permissions, sources, approvals, evaluation tests, activity logs and escalation rules that determine what the system can see, say and do.

First it knows. Then it answers. Then it acts.

Ask the business · governedIllustrative

› What needs my approval today, and what's overdue in collections?

Three approvals are waiting — two within policy, one above your limit and flagged for review. Four invoices have passed thirty days; two already have follow-ups drafted for your approval. Nothing was sent or actioned without you.

Sourced from AccountingApprovalsCRMPermission-checkedLoggedHuman approval to act
04

Ownership

The intelligence layer should belong to the business.

AI models will continue to change. Providers will improve, consolidate and alter their pricing. Your company should be able to benefit from those changes without rebuilding its operating intelligence every time the market moves.

Quantum Cumulative separates the replaceable model from the business assets that should remain under your control.

What your business owns
  • Business data
  • Approved knowledge base
  • Organisational memory
  • Deployment configuration
  • Agent instructions
  • Workflow definitions
  • Permission policies
  • Evaluation questions
  • Correction history
  • Activity & approval records
  • Implementation documentation

Rent the model.
Own the intelligence.

Quantum Cumulative retains its general methods, reusable frameworks and non-client-specific components. Third-party platforms remain subject to their own terms.

05

Designed for Control

Governance is built in — not added afterwards.

01

Permissioned access

Role-based permissions decide what each person and agent can see, ask and do. The system respects the access rules of the sources it connects to.

02

Source-backed answers

Answers are grounded in your approved knowledge and connected systems, and cite where they came from — so responses can be checked, not just trusted.

03

Human approval to act

Consequential actions require human approval by default. The system prepares and proposes; a person authorises anything that leaves the building.

04

Logged & testable

Activity, approvals and corrections are recorded, and behaviour is checked against known answers before anything runs on live systems.

05

Deployed where you control it

Wherever the architecture allows, the intelligence layer is deployed into environments and accounts your business controls, with configuration and data kept on your side.

06

Portable by design

The knowledge, memory, workflows and configuration are structured as assets you keep — so the underlying model can change without rebuilding your operating intelligence.

The specific hosting, data-residency and integration model is confirmed during the Audit and depends on your systems, providers and requirements. We describe an implementation as private or client-controlled only where the agreed architecture actually supports that.

06

Intelligence Across the Operating Company

Leadership & management

  • Daily & weekly operating briefings
  • Sales, project & financial visibility
  • Outstanding approvals
  • Exception & risk monitoring
  • Contract & deadline intelligence
  • Meeting & decision preparation

Sales & business development

  • Market & account research
  • Prospect qualification
  • CRM preparation
  • Meeting briefs
  • Proposal & follow-up preparation
  • Pipeline & partnership monitoring

Marketing & communications

  • Editorial planning
  • Market & competitor monitoring
  • Campaign preparation
  • Content development & repurposing
  • Sentiment & audience analysis
  • Performance reporting

Operations

  • Project coordination
  • Work-order & service status
  • Internal requests
  • Inventory & fulfilment monitoring
  • Supplier coordination
  • Process guidance & exception reporting

Finance & administration

  • Management reporting
  • Receivables monitoring
  • Invoice preparation
  • Expense & approval routing
  • Renewal monitoring
  • Reconciliation preparation & follow-up

Knowledge & training

  • Employee onboarding
  • Policy & procedure guidance
  • Product & service knowledge
  • Safety & compliance information
  • Internal system instructions
  • Organisational continuity

The system supports the work of your team. It does not provide legal, accounting or other regulated professional advice.

07

Selected Deployment Patterns

Where an owned intelligence layer tends to earn its place.

LeadershipIllustrative

The operating briefing

Leadership asks the business what needs attention — approvals, overdue items, exceptions and deadlines — and gets a source-backed answer across accounting, CRM and project systems, permission-checked and logged.

Effect: fewer status meetings; decisions made on current, cited information.
RevenueIllustrative

Prepared, not chased

Agents research accounts, prepare meeting briefs and draft follow-ups from your CRM and knowledge base. People review and approve; nothing is sent without a human.

Effect: senior time spent deciding, not assembling; follow-through that no longer depends on memory.
KnowledgeIllustrative

The company that remembers

Procedures, decisions, corrections and exceptions become a governed knowledge base new and existing staff can query — instead of interrupting the few people who hold it.

Effect: faster onboarding; continuity that survives individual departures.

Patterns are illustrative of the kind of work an Owned Business Intelligence deployment supports. They are not case studies, guarantees or claims about a specific client outcome. Actual scope, systems and results are defined by your Audit.

The Starting Point

Map the company
before you automate it.

The Owned Business Intelligence Audit & Roadmap is the primary engagement — a structured assessment of the knowledge, systems, information flows, repetitive work, permissions and governance in scope, ending in a costed implementation recommendation and delivery roadmap. It belongs to you whether or not QC performs the build.

US$7,500–15,000
Most single-company audits begin at US$9,500 · 10–15 business days · credited toward a qualifying deployment
See what the Audit includes →
08

Engagements

Primary starting point

Owned Business Intelligence Audit & Roadmap

US$7,500–15,000

Map the company before automating it. Most single-company audits begin at US$9,500 — Phase One of the implementation, not free discovery.

Delivery10–15 business days
PaymentPaid in advance once scope is agreed
Credit100% credited against a deployment of US$50,000+ · 50% against US$35,000–49,999 · commissioned within 60 days
Includes
  • Leadership discovery
  • Business-process mapping
  • Information-flow mapping
  • Software & data inventory
  • Data-readiness review
  • Integration assessment
  • Repetitive-work & opportunity analysis
  • Opportunity scoring — value, feasibility, risk
  • Security & permission requirements assessment
  • Initial architecture map
  • Recommended agents & workflows
  • Implementation sequence
  • Costed build recommendation
  • Delivery roadmap
  • Executive readout
Begin with an Audit →
Implementation

Private Owned Intelligence Deployment

US$35,000–85,000

A fixed-scope intelligence layer connecting approved company knowledge, selected live systems, specialised agents, permissions, evaluation and controlled workflows.

Delivery6–12 weeks · subject to access, data readiness & client decisions
Payment40% on commissioning · 30% when the core layer is operational · 30% after acceptance testing · changes via written change control
ScopeThe US$35,000 end is a genuinely contained build — one function, a few systems. Company-wide or high-governance work sits higher, or moves to Enterprise.
Possible scope
  • Company knowledge architecture
  • Structured organisational memory
  • Agreed system integrations
  • Leadership & team interface
  • Role-based permissions
  • Source-backed answers & reporting
  • Specialised agents
  • Monitoring & alerts
  • Selected workflow automation
  • Human approval controls
  • Activity & approval records
  • Acceptance tests & known-answer reconciliation
  • Failure & escalation procedures
  • Team onboarding
  • Operating & handover documentation
  • 30-day stabilisation period
Enquire →
Enterprise

Complex, Multi-entity & Enterprise Implementations

From US$100,000

Bespoke intelligence infrastructure across multiple departments, entities or locations — priced by the systems, functions, users, workflows and governance involved.

Designed forMultiple departments, entities or locations · significant security, privacy or compliance requirements
Potential scope
  • Multiple departments, entities or locations
  • CRM, ERP, finance & operational integrations
  • Historical data migration
  • Custom applications or databases
  • Multiple specialised agents
  • Cross-department orchestration
  • Advanced approval structures
  • Governance & evaluation systems
  • Phased deployment
  • Change management
Discuss an implementation →
Ongoing

Managed Intelligence & Optimisation

From US$5,000 / month

Offered after an Audit or deployment. Keeps the intelligence layer accurate, governed and improving.

TermsMinimum term where appropriate · third-party usage & infrastructure additional
May include
  • System monitoring
  • Evaluation & regression testing
  • Knowledge-base maintenance
  • Prompt, workflow & agent improvement
  • New reports, agents or workflows within capacity
  • Model & vendor review
  • Monthly governance & performance review
  • Team support & training
Enquire →
Not ready for the full Audit?

AI Opportunity Snapshot

US$3,500 fixed

A constrained diagnostic — not a production build. A focused look at one business function to decide where to start.

Delivery5 business days after complete intake
CreditCredited in full toward an Audit commissioned within 30 days
BoundariesOne function · no live integrations · no deployment · no consequential actions · every output reviewed by an accountable human
Includes
  • Structured questionnaire
  • Limited document review
  • Opportunity scorecard
  • Prioritised list of workflows
  • One recommended first project
  • Short written readout
  • One review call
Enquire →

All prices are in US dollars; taxes are additional where applicable. Third-party software, AI/model usage, cloud infrastructure, telephony, messaging, licensing, specialist services, talent, media spend, travel and external professional fees are additional unless expressly included. Timelines depend on timely client access, information and decision-makers.

The system supports the work of your team and does not provide legal, accounting or other regulated professional advice.

09

How We Work

01

Diagnose

Identify the questions, decisions and recurring work consuming disproportionate time or depending on too few people.

02

Map

Document the relevant knowledge, systems, information flows, permissions and process owners.

03

Structure

Clean and organise company information so the system has reliable material from which to work.

04

Build the owned layer

Assemble the knowledge base, connections, agents, permissions and workflows as assets configured for — and owned by — your business.

05

Prove

Test against known answers, cite every source, and confirm behaviour and governance before anything acts on live systems.

06

Deploy & govern

Release through agreed interfaces with permissions, approvals, logs and escalation — then monitor, correct and extend under your control.

10

About

Andre Lomov, founder of Quantum Cumulative
FOUNDER · Andre Lomov

We build intelligence that stays with the business.

Quantum Cumulative is a specialist firm that builds owned business intelligence for established companies. We come from environments where capital, information, people and operations must function as one system under pressure — and we apply that discipline to help operating companies turn accumulated knowledge into governed infrastructure they control.

We work with a small number of companies at a time. Engagements are led directly by senior practitioners, with a clear line of accountability from diagnosis through deployment. We are precise about what we deliver, and honest about authority, risk and limitations.

Engagements are led by Quantum Cumulative and supported, where required, by specialist engineering, security and integration practitioners — so the right expertise is applied to each build while accountability stays in one place.

Founder · Producer Netflix 20+ years building complex operations
The Proposition

Rent the model.
Own the intelligence.

The models can change. Your operating intelligence stays with you.

Start a Conversation

Begin with the Audit.

Tell us about the company and where the work and knowledge concentrate. We reply personally and partner with a small number of businesses at a time.

Begin with an Owned Business Intelligence Audit→ Discuss a larger or enterprise implementation→ Message on WhatsApp — fastest response↗

Prefer to message? WhatsApp · andre@quantumcumulative.com