01 · Workflow
New client intake
- Current pain
- Forms half-completed, manual triage
- AI-enabled improvement
- Intake agent triages enquiries, requests missing fields, drops into CRM
Impact: Intake-to-qualified: 7d → 1d
Service: AI AgentsFINANCE & INSURANCE
Compliance-heavy, document-heavy, follow-up-heavy. Exactly where AI pays back.
Most Australian finance and insurance SMBs run on the same four problems: clients take weeks to send documents, follow-ups are inconsistent, compliance comms eat hours, and nobody can see the real pipeline picture until end of month. AI doesn't replace your advice. It replaces the admin around it.
The pain right now
- Document collection cycles measured in weeks, not days
- Renewals slipping because nobody has eyes on the calendar
- The same compliance message, rewritten 30 times a month
What changes after we build
- Intake and document flows that move themselves
- Renewal radar that catches the slip before the client does
- Pipeline visibility that turns Monday meetings into decisions, not status updates
Where AI creates leverage
The highest-leverage workflows to automate first.
Start where manual work is slow, repetitive, and expensive to get wrong.
- 02 · Workflow
Document collection
- Current pain
- Weeks of email chasing
- AI-enabled improvement
- Document collection agent with reminder cadence and status tracking
Impact: Doc cycle: 14d → 5dService: Workflow Automation - 03 · Workflow
Customer support
- Current pain
- Repetitive policy and loan questions
- AI-enabled improvement
- First-response drafter with compliance guardrails
Impact: Tier-1 deflection: 30–50%Service: AI Agents
View all Finance workflows10
- New client intake
Manual drag · Forms half-completed, manual triage
First AI agent · Intake agent triages enquiries, requests missing fields, drops into CRM
AI AgentsIntake-to-qualified: 7d → 1d - Document collection
Manual drag · Weeks of email chasing
First AI agent · Document collection agent with reminder cadence and status tracking
Workflow AutomationDoc cycle: 14d → 5d - Customer support
Manual drag · Repetitive policy and loan questions
First AI agent · First-response drafter with compliance guardrails
AI AgentsTier-1 deflection: 30–50% - Commission tracking
Manual drag · Manual recon across lenders and insurers
First AI agent · Commission reconciliation assistant flagging mismatches
Workflow AutomationRecon time: weekly day → 90 min - Pipeline reporting
Manual drag · Pipeline opacity, manual reports
First AI agent · Live dashboard and AI-written Monday brief
Operating IntelligenceDecision lag: 3d → same day - Renewals
Manual drag · Calendar dependency, missed dates
First AI agent · Renewal radar agent with staged outreach
AI AgentsRenewal capture: +5–15pp - Client education
Manual drag · Generic newsletters, low engagement
First AI agent · Compliance-aware client education content engine
AI Marketing & Search VisibilityOpen rate: +5–15pp - Compliance
Manual drag · Manual file note reviews
First AI agent · File note completion checker and compliance prompt library
Bespoke AI SystemsFile completeness: 70% → 98% - Team capability
Manual drag · Inconsistent AI use, privacy concerns
First AI agent · Role-based training with finance-specific prompt library
Role-Based AI Workflow TrainingCapability score: 2–3x - Leadership briefings
Manual drag · Numbers always lagging
First AI agent · Weekly executive brief with risks, renewals, conversion
Executive AI EnablementBrief read in <5 min
Training needs by role
Who needs to learn what, by the time AI lands.
Role-specific capability paths so AI lands as adoption, not enthusiasm. Every row maps to a named Edison AI training service.
Principal / Director
Strategic AI fluency
Executive AI EnablementFocusExecutive brief writing, decision frameworks, governanceWorkflowSunday-night briefingRiskReputational, regulatoryBroker / Adviser
AI for drafting & client communication
Role-Based AI Workflow TrainingFocusCompliance-aware drafting, client education, file notesWorkflowSOA support, client emailsRiskCompliance, advice boundariesAdmin / Support
AI for intake and document flow
AI Playbooks & Prompt SystemsFocusIntake automation, doc chasing, calendarWorkflowClient onboardingRiskPrivacyCompliance lead
AI safety and governance
Cybersecurity & Responsible AI TrainingFocusACSC + OAIC alignment, audit-readinessWorkflowCompliance log reviewRiskRegulatoryMarketing
Content + engagement
AI Marketing & Search VisibilityFocusNewsletter, education content, repurposingWorkflowMonthly client newsletterRiskBrand voice, complianceWhole team
Foundations
AI Workshops for TeamsFocusTools, prompts, safe use, evaluationWorkflowDaily work AI useRiskInconsistency
Dashboards we build for finance & insurance
The numbers that actually move the week.
Four operating dashboards we typically build for this industry, each tuned to a specific decision cadence rather than a generic reporting suite.
- Dashboard 01
Principal's Monday Brief
Pipeline, conversion rate, renewals due, write-offs, team capacity, top 3 risks
- Sources
- CRM, commissions, calendar, file notes
- Used by
- Principal, leadership
- Decisions improved
- Where to focus the week, who needs help, what to escalate
Layout · 3-tile top row + AI-written brief card + risk radar + capacity heatmap
- Dashboard 02
Renewal Radar
Renewals at 90/60/30/14 days, retention rate, at-risk policies, expected revenue
- Sources
- CRM, policy register
- Used by
- Brokers, account managers
- Decisions improved
- Who to call this week, where to focus retention effort
Layout · Timeline calendar + risk-coded list + revenue projection
- Dashboard 03
Document Flow Health
Files in motion, average cycle time, stuck files, document completion rate
- Sources
- FileInvite, Dropbox, CRM
- Used by
- Admin lead, principal
- Decisions improved
- Where the bottleneck is, who needs admin help
Layout · Funnel chart + file aging list + bottleneck heatmap
- Dashboard 04
Compliance Posture
File note completeness, audit-flagged items, training compliance, AI use audit trail
- Sources
- CRM, file storage, training records
- Used by
- Compliance, principal
- Decisions improved
- Where to focus pre-audit prep
Layout · RAG grid + flagged items list + action queue
What the build looks like
Visual modules that show the operating layer.
How finance & insurance buyers see their own workflow reflected back: the before-and-after, the dashboards, the prioritisation grids, the journeys and status boards. Every module below is mocked from a real engagement shape.
- Module 01
Finance & Insurance Workflow Map
Enquiry to renewal, mapped as a single end-to-end flow with the manual reality below each stage and the AI-enabled state above.
Before / after5 stages01 Enquiry
Intake agent classifies and routes
Forms half-completed; manual triage
02 Document chase
Auto-cadence with status tracking
Two weeks of email reminders
03 Compliance comms
Drafted in firm voice, flagged for advice boundary
Rewritten from old emails
04 Decision file note
Drafted alongside the conversation
Compiled after the fact
05 Renewal
Radar surfaces 90/60/30-day windows
Calendar dependency, missed dates
Top line shows the AI-enabled state. Strike-through line shows what the team currently does by hand.
- Module 02
Principal's Monday Brief
What the principal opens on Sunday night. Three tiles, one AI-written summary, decisions ready by 9am Monday.
Dashboard previewLive↑12%
Pipeline vs last week
23
Renewals due in 30 days
4
Files stuck > 14 days
AI weekly summary
“Three pre-approvals stalled at lender. Renewal queue is light this fortnight; rebalance broker capacity. File note completeness up to 94%. Talk to T. before Thursday.”
- Module 03
Renewal Radar Visualisation
Circular radar with the book's policies plotted by renewal date. At-risk policies sit closer to centre; healthy ones orbit further out.
Risk radar8 trackedToday- High risk
- BOP renewal — 12 days
- PI cover — 18 days
- Cyber endorsement — 22 days
- Watching
- Workers comp — 41 days
- Fleet pack — 48 days
- Liability top-up — 63 days
- Steady
- Tail D&O — 88 days
- Property cover — 102 days
- Module 04
AI Opportunity Matrix
Two-by-two grid plotting the 10 opportunities from the table above by value and effort. Quick wins, strategic bets, fill-ins, question marks.
AI opportunity matrix8 plottedQuestion marksStrategic betsFill-insQuick winsIDRFCUPC- Intake triage agent
- Document chase cadence
- Renewal radar
- File note co-author
- Compliance comms drafter
- Underwriter brief generator
- Pipeline summariser
- Cross-sell ideator
- Module 05
Compliance Posture Dashboard
RAG tiles for file note completeness, audit flags, training compliance, and AI use logs. Designed for pre-audit prep.
Dashboard previewLive94%
File note completeness
0
Open audit flags
12/12
Team CPD up to date
AI weekly summary
“Two files missing post-meeting notes — Sam to clear before Thursday. AI usage logs are clean for the quarter; ready to walk an auditor through the cabinet.”
Case for Change
From workflow visibility to sequenced AI implementation.
Want a version of these modules shaped to your finance & insurance setup? Tell us the stack, the workflows, and the stakeholders. We'll come back with a sequenced plan.
Talk to the teamRecommended AI agents for Finance teams8
01
Client Intake Agent
Triages new enquiries, classifies by product, requests missing info, creates a clean CRM record.
Why it matters: Cuts intake cycle and ensures no enquiry waits more than a few minutes for first contact.
AI Agents02
Document Collection Workflow
Sends document requests, follows up on a cadence, tracks status, alerts admin when files complete.
Why it matters: Removes the most painful, time-consuming part of every file.
Workflow Automation03
Renewal Radar
Monitors renewal dates across the book, surfaces upcoming windows, drafts initial client outreach.
Why it matters: Renewal slippage is the silent revenue killer in insurance broking.
AI Agents04
Compliance-Aware Communication Drafter
Drafts client communications using approved firm templates, flagging anything that crosses an advice boundary.
Why it matters: Saves hours per week, improves consistency, reduces compliance risk.
Workflow Automation05
Pipeline Operating Dashboard
Live view of pipeline, conversion, NPS, renewals, write-offs. Auto-generates the Monday brief.
Why it matters: Replaces hours of report compile every week.
Operating Intelligence06
File Note Completion Checker
Scans recent file notes and flags missing fields against the firm's compliance template.
Why it matters: Reduces audit risk, often saves a full role's worth of compliance time.
Bespoke AI Systems07
Compliance Prompt Library
Vetted prompts the team uses for AI assistance, with hard rules on data boundaries and advice limits.
Why it matters: Turns personal AI experimentation into institutional capability.
AI Playbooks & Prompt Systems08
Executive Decision Briefing
Generates a 5-minute brief for the principal: pipeline, renewals, conversion, risks, team capacity.
Why it matters: Closes the gap between leadership instinct and data.
Executive AI EnablementCommon workflows we automate10
- New client intake.Intake agent triages enquiries, requests missing fields, drops into CRM
- Document collection.Document collection agent with reminder cadence and status tracking
- Customer support.First-response drafter with compliance guardrails
- Commission tracking.Commission reconciliation assistant flagging mismatches
- Pipeline reporting.Live dashboard and AI-written Monday brief
- Renewals.Renewal radar agent with staged outreach
- Client education.Compliance-aware client education content engine
- Compliance.File note completion checker and compliance prompt library
- Team capability.Role-based training with finance-specific prompt library
- Leadership briefings.Weekly executive brief with risks, renewals, conversion
Relevant Edison AI services6
AI Readiness AuditWorkflow AutomationAI AgentsOperating IntelligenceCybersecurity & Responsible AI TrainingExecutive AI Enablement
Edison AI builds on your existing stack (HubSpot, Salesforce, Salestrekker, Mercury, AdviserLogic, Xplan). No replatforming.
Finance FAQs10
Is AI actually safe to use in a regulated environment like financial advice or insurance broking?
Yes, when scoped correctly. Edison AI's builds for finance teams align with ACSC Secure AI guidelines and OAIC privacy principles. Sensitive client data stays in your environment. Agents are scoped to administrative work, not advice. Compliance prompt libraries set the boundaries.
What workflows should a brokerage or advice firm automate first?
Document collection, intake triage, and renewal radar typically pay back fastest. We score every workflow in the Readiness Audit.
Will this work with our existing CRM (HubSpot, Salesforce, Salestrekker, Mercury, Xplan, AdviserLogic)?
Yes. We build on your existing stack. No replatforming.
How long does implementation take?
First agent or automation typically live in 3 to 5 weeks. Full programme in 12.
What about file confidentiality?
Files and PII never go into consumer AI tools. We use enterprise data boundaries and Australian-hosted infrastructure where possible.
How do we train staff on safe AI use in finance?
Role-Based AI Training plus a compliance-aware prompt library, with quarterly refresh.
What should principals actually measure?
Pipeline conversion, renewal capture rate, document cycle time, file note completeness, team AI usage rate. We benchmark before and after.
Does this replace brokers or advisers?
No. It replaces the admin layer around them. Your humans stay in the judgement seat.
What's the best first step?
A two-week AI Readiness Audit, fixed fee. You leave with a roadmap, costed and sequenced.
What about ASIC obligations and audit trails?
Every Edison AI agent action is logged and reviewable. Audit-ready by design.
Work with us
Pick the workflow with the biggest weekly drag. That's the first agent we build.
Two weeks. Fixed fee. A specific list of where AI will pay back across intake, documents, renewals, compliance, and leadership reporting in your firm. No vendor pitch. No commitments after.
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