Cantan Group

Intelligent Automation

AI→IA

Strategy you can run.

A typical consultancy hands you a deck. Cantan Group hands you a working system — designed, built, and operated inside the tools your team already uses. Intelligent Automation that earns its keep.

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How we work

A typical operation

Every line is a delay.
Every node, a decision.

Forty-three of them, give or take. Hover any one to see where Cantan Group reduces the lag between data and action.

Where Cantan Group helps across your operation — read the full list

Each functional area of a typical mid-market operation is shown below with where Cantan Group adds value. Click any heading or function on the interactive map above to explore the same content visually.

Executive

CEO — Sets strategy, allocates capital, owns the outcome.
Where Cantan Group helps (Decision Support): An executive briefing agent that synthesises the week's signals across every system you run — Monday-morning ready.
CFO — Owns the books, the close, and the forecast.
Where Cantan Group helps (Document Intelligence): Automated invoice extraction, reconciliation, and anomaly flagging — the close compresses from weeks to days.
COO — Operations leadership, capacity, throughput.
Where Cantan Group helps (Agent Workflows): Cross-system routing and triage so nothing falls between functional seams.
Strategy — Synthesises signals into direction.
Where Cantan Group helps (Decision Support): Cross-functional signal aggregation surfaces emerging themes before they hit a board pack.

Finance

Accounts Receivable — Invoicing, collections, dunning.
Where Cantan Group helps (Document Intelligence): Invoice data extracted, matched, and posted automatically — DSO improves measurably.
Accounts Payable — Vendor invoices, approvals, payments.
Where Cantan Group helps (Document Intelligence): Three-way matching automated end-to-end; exception handling routed to the right approver in seconds.
General Ledger — Books of record; month-end close.
Where Cantan Group helps (Custom Models & Operations): Reconciliation models flag breaks the moment they appear, not the day before close.
FP&A — Forecasts, variance, scenario plans.
Where Cantan Group helps (Decision Support): Augmented analytics flag forecast drift, surface drivers, and draft the variance narrative for you.
Treasury — Cash, banking, working capital.
Where Cantan Group helps (Decision Support): Live cash visibility across accounts with predictive runway and covenant alerts.

Operations

Production — Manufacturing, throughput, capacity.
Where Cantan Group helps (Custom Models & Operations): Demand forecasting and quality-failure prediction trained on your own production data.
Supply Chain — Procurement, inventory, suppliers.
Where Cantan Group helps (Agent Workflows): Reorder triage, supplier comms, and inventory exception handling run by an agent layer.
Logistics — Distribution, fleet, last-mile.
Where Cantan Group helps (Decision Support): Route optimisation and disruption alerts driven by live data, not weekly reports.
Quality — Inspections, incidents, audits.
Where Cantan Group helps (Document Intelligence): Incident reports parsed, classified, and trended — root-cause patterns surface without manual coding.

Sales

Sales Ops — Pipeline hygiene, forecasting, comp.
Where Cantan Group helps (Decision Support): Pipeline anomalies, forecast confidence intervals, and rep-level coaching flags.
Inside Sales — Inbound qualification, SDR.
Where Cantan Group helps (Agent Workflows): Lead routing, enrichment, and first-touch drafted by an agent — humans handle the conversation.
Field Sales — Named accounts, territory.
Where Cantan Group helps (Decision Support): Territory and account signals (news, intent, expansion) summarised before each call.
Account Mgmt — Renewals, expansion, contracts.
Where Cantan Group helps (Document Intelligence): Contract clauses extracted and tracked; renewal risk surfaced 90 days out.

Marketing

Brand — Identity, positioning, comms.
Where Cantan Group helps (Document Intelligence): Content audits across every channel — accessibility, tone, compliance, in one pass.
Demand Gen — Paid, SEO, lifecycle.
Where Cantan Group helps (Decision Support): Attribution and cohort modelling that survive the cookieless transition.
Content — Editorial, social, video.
Where Cantan Group helps (Agent Workflows): Brief-to-draft pipelines with brand-aligned editors-in-the-loop.
Events — Field events, webinars, partners.
Where Cantan Group helps (Agent Workflows): Event ops orchestrated across CRM, ticketing, and follow-up sequences.

Customer Success

Onboarding — First-90-days customer activation.
Where Cantan Group helps (Agent Workflows): Personalised onboarding flows that adapt to usage signals in real time.
Support — Tickets, SLAs, escalations.
Where Cantan Group helps (Agent Workflows): Triage, summarisation, and knowledge-base lookup before a human ever sees the ticket.
Retention — Health scores, intervention.
Where Cantan Group helps (Decision Support): Churn signals 60–90 days before they're visible in a renewal forecast.
Renewals — Expansion, upsell, renewal.
Where Cantan Group helps (Custom Models & Operations): Renewal-likelihood models tuned to your product usage and engagement data.

People & HR

Recruiting — Sourcing, screening, offers.
Where Cantan Group helps (Document Intelligence): Resume screening calibrated to your roles, with bias controls and audit trail.
Payroll — Compensation, benefits, time.
Where Cantan Group helps (Document Intelligence): Timesheet parsing, exception flagging, and reconciliation across systems.
Performance — Reviews, calibration, comp.
Where Cantan Group helps (Decision Support): Review-cycle analytics — bias detection, calibration scoring, manager coaching insights.
Learning & Dev — Training, skills, succession.
Where Cantan Group helps (Agent Workflows): Skill-gap detection and personalised learning paths assigned automatically.

IT & Infra

Applications — ERP, CRM, BI, line-of-business.
Where Cantan Group helps (Custom Models & Operations): Integration layer and MLOps — models in production with monitoring, drift, and retraining.
Security — Identity, posture, response.
Where Cantan Group helps (Decision Support): Anomaly detection on access patterns, log volumes, and user behaviour.
Helpdesk — Internal IT support, devices.
Where Cantan Group helps (Agent Workflows): First-line triage and resolution agents — humans escalated to only when needed.
Data Platform — Warehouse, pipelines, governance.
Where Cantan Group helps (Opportunity Mapping): The substrate that makes all of this possible. We map the readiness honestly.

Intelligent Automation engagements

Opportunity Mapping — Find the three places automation pays off.
A focused two-week diagnostic that returns a prioritised matrix — effort, impact, and timeline — for every place IA earns its keep in your operation.
Document Intelligence — Structured value from unstructured content.
Extract, classify, summarise, and generate across contracts, correspondence, statements, and PDF archives. Cantan Group has shipped AI-built document tooling already in market.
Decision Support — Your data answers questions back.
Augmented analytics layered on top of whatever reporting you already run. Anomalies surfaced, narratives written, leadership briefings drafted.
Agent Workflows — Agents that act on your systems.
Intelligent agents that read your operational systems and act on them — routing, triage, summaries, executive briefings — running in the background.
Custom Models & Operations — Built, deployed, monitored, retrained.
When off-the-shelf doesn't fit, Cantan Group builds the model. And then runs it — production deployment, drift monitoring, retraining, lifecycle ownership.
Guardrails & Assurance — Capability with constraint.
Explicit AI boundaries, modular components that fail safely, human-in-the-loop checkpoints, and audit trails leadership can defend.

30+

Years of software delivery

In market

AI-built tooling shipping today

Plan → Ops

From plan to production

VoR

Ontario qualified consultancy

What we deliver

Six engagements, sequenced from diagnostic to in-production.

🧭

Opportunity Mapping

A focused two-week diagnostic. We sit with your operations team, identify the highest-ROI automation candidates, and deliver a prioritised matrix with effort, impact, and timeline estimates. The wedge engagement that opens every other conversation.

📑

Document Intelligence

Extract, classify, summarise, and generate structured value from unstructured content — contracts, correspondence, reports, statements, PDF archives. Cantan Group has shipped AI-built document tooling already in market.

📈

Decision Support

Augmented analytics layered on top of the reporting and dashboards your team already runs. Anomaly detection, natural-language querying, week-over-week narrative — your data starts answering questions back.

🤝

Agent Workflows

Intelligent agents that read your operational systems and act on them. Executive briefings written every Monday morning. Routing and triage that runs in the background. Reconciliation across systems without manual stitching.

🛡️

Guardrails & Assurance

Production AI needs constraint, not just capability. Cantan Group architects explicit boundaries on what the system can do, modular components that fail safely, human-in-the-loop checkpoints where they matter, and audit trails leadership can defend. Capability without restraint is a liability we won’t ship.

⚙️

Custom Models & Operations

When off-the-shelf models don’t fit, we build them. When they do fit, we run them — production deployment, drift monitoring, retraining, lifecycle ownership. The part most consultancies skip.

Tool-agnostic by design. Cantan Group integrates with the platforms your team already runs — your ERP, CRM, data warehouse, document store, ticketing, business intelligence — for one outcome: less friction between data and action.

How we work

Phased engagements that prove value before they ask you to commit further.

Assess

A two-week paid diagnostic. We map your operations, identify the highest-leverage opportunities, and return a prioritised matrix. You decide whether to continue.

Pilot

The smallest meaningful build — typically four to eight weeks. A working system handling real workload, measured against the metrics we agreed in the assessment.

Scale

Production integration with your existing systems, broader rollout, training for your team, documentation that outlives the engagement.

Operate

Monitoring, drift detection, retraining, iteration. We stay accountable for performance — not just delivery.

In market · AI-built tooling

An accessibility AI shipping to designers today.

Through our ACHECKS platform, Cantan Group has shipped an AI-developed tool that converts InDesign documents into accessible PDFs — a real production deliverable solving a genuinely hard document-intelligence problem. The same engineering discipline behind it now powers the Intelligent Automation engagements we deliver for operations leaders.

See the tool in action

Who this is for

Mid-market operations leaders who already have the data — and want it to do more.

For the COO

Operations that scale with the business, not with headcount. Repeatable workflows; less manual stitching; fewer late-night fires.

For the CFO

Reconciliation, forecasting, and reporting that close faster and need less human review. Anomalies surfaced before they become losses.

For the Head of Strategy

Signals from across the operation summarised, ranked, and explained — so leadership meetings start from insight, not from spreadsheets.

For the CEO

A trusted partner that delivers what other firms only diagram. Outcomes measured in operational change, not in slide decks.

Find your IA opportunity.

A 30-minute call. No deck. We’ll listen, ask three good questions, and tell you honestly whether there’s a fit.