+ INSURANCE INTELLIGENCE. CANADIAN FOCUS.

Better insurance.
Through intelligent
investigation.

We combine insurance expertise, scientific analysis, and coordinated AI agents to understand how insurers serve customers—and where they can do better.

STRATEGYEXPERIMENTATIONEVIDENCE
AGENTIC MASTERCONCEPT EXPLORER

Where does the quote journey create friction?

Master agentPlan · delegate · reconcile
M
Journey agentInspect steps, errors, and handoffs
Funnel agentExamine drop-offs and repeat events
Human review & evidence validation
RESEARCH OUTPUT

Prioritised friction hypotheses, with source evidence

Illustrative workflow. No live AI or customer data.
THE WHOLE CUSTOMER LIFECYCLE

Discover Quote Purchase Service Claim Renew

01 / OUR EXPERTISE

Every interaction.
A new source of insight.

We investigate the connections between acquisition, experience, operations, and outcomes. Our work turns complex signals into decisions your teams can act on.

02 / OUR CORE APPROACH

One master.
Specialist agents.
Shared intelligence.

Agentic Master is our approach to orchestrating AI investigations. A supervising agent breaks down a question, coordinates specialist agents, and brings their findings together for human review.

  • 01 Define the objective and boundaries
  • 02 Delegate to focused specialist agents
  • 03 Reconcile findings against source evidence
  • 04 Escalate uncertainty to your experts
Inside Agentic Master
AGENTIC MASTERCONCEPT EXPLORER

Where does the quote journey create friction?

Master agentPlan · delegate · reconcile
M
Journey agentInspect steps, errors, and handoffs
Funnel agentExamine drop-offs and repeat events
Human review & evidence validation
RESEARCH OUTPUT

Prioritised friction hypotheses, with source evidence

Illustrative workflow. No live AI or customer data.
COMPETITIVE INTELLIGENCE / RESEARCH LENS
WHAT CUSTOMERS SEEMessaging & positioning
WHAT CUSTOMERS DOJourneys & interactions
Discover Quote Decide
WHAT CHANGESSignals & emerging patterns

Public and authorised sources. Traceable observations.

03 / COMPETITIVE INTELLIGENCE

See beyond
the comparison table.

Understand how the Canadian insurance market is moving. Specialist agents investigate positioning, digital journeys, service experiences, and meaningful changes across competitors.

We bring the evidence together with context, confidence, and implications for your business—not just a stream of alerts.

Explore competitive intelligence

04 / THE SCIENTIFIC SIDE OF AI

Questions first.
Evidence always.

A disciplined process connects each recommendation to the observations behind it. We distinguish measured findings, working hypotheses, and unresolved questions.

01

Frame

Agree on the customer problem, hypotheses, success measures, and permitted data.

02

Investigate

Run structured journey tests, specialist-agent analysis, and comparative research.

03

Validate

Check source quality, reproduce observations, and challenge alternative explanations.

04

Translate

Deliver prioritised recommendations, an evidence register, and a practical experiment roadmap.

BUILT AROUND THE CANADIAN MARKET

Canadian context.
Enterprise perspective.

From provincial differences to distribution models and customer expectations, context changes the interpretation of every finding.

We focus on Canadian insurers, brokerages, MGAs, and insurance technology teams. Each engagement is scoped around your lines of business, service model, languages, and operational constraints.

Our perspective

START WITH A QUESTION WORTH ANSWERING

What could your insurance
experience be telling you?

Start a conversation Focused engagements. Clear questions. Useful evidence.