Problem Statements
8 precisely defined "How Might We" design-thinking questions — each with root cause, who it affects, when it occurs, and which ARIA module resolves it.
The Invisible Buyer Problem
How might we identify which banks are actively in a buying process for fintech solutions BEFORE they issue an RFP or reach out to vendors?
IDA relies on inbound inquiries and referrals to know when a bank is looking. By the time an RFP arrives, competitors are already shortlisted and IDA is playing catch-up.
Marketing team + Sales BDRs across all regions
Continuously — buying signals are happening 24/7 across 61 countries and IDA is blind to almost all of them
IDA is perpetually reactive, not proactive. Win rates drop significantly when you enter a buying process late.
The Generic Message Problem
How might we ensure every bank IDA approaches receives a message specifically crafted for their size, geography, regulatory environment, and current strategic priority?
Marketing produces campaign templates that go to all segments at once. No personalization infrastructure exists to tailor messaging by bank type, country, or buyer persona.
Content team + Campaign managers
Every email campaign, every event follow-up, every ad — all currently use the same message
Low open rates, low conversion, poor brand perception. Decision-makers at top banks feel unrecognized and disengage.
The Attribution Black Hole
How might we accurately connect every marketing activity to its contribution to revenue across an 18-month sales cycle spanning multiple touchpoints and channels?
Marketing and CRM data are completely siloed. There is no unified view of a prospect's journey from first content download to contract signed.
CMO + Marketing Ops + Finance
Every quarterly board review when leadership asks "What did marketing spend contribute this quarter?"
Marketing budget gets cut because ROI cannot be proven. Resources are allocated based on gut feel, not data.
The Sales Context Gap
How might we ensure every sales rep walks into a bank meeting with a complete intelligence briefing — not just a name and email address from the CRM?
Lead handoff from marketing to sales contains zero behavioral context. Sales reps do not know what the prospect read, watched, or raised concerns about.
Sales team + Account Executives across all geos
Every single lead handoff — which happens multiple times per week across all regions
Sales reps repeat information the prospect already knows. Trust breaks down. Deals slow by weeks or months.
The Competitive Blindspot Problem
How might we track every significant move by Temenos, Oracle, FIS, and Finastra in real time and automatically position IDA's strengths against their weaknesses?
Competitive research is done manually, quarterly at best. By the time the team learns a competitor lost a major client or launched a new product, the market has already moved on.
Product Marketing + PMM team
Every day — competitor activity never stops and gaps in awareness compound over time
IDA loses deals because it does not know which competitor weaknesses to counter. Messaging lacks sharpness.
The Geography Blindspot Problem
How might IDA's marketing automatically adapt to the regulatory, cultural, and linguistic context of each of the 61 countries it operates in?
Content is centrally produced in English with India and Middle East context. Regional marketing leads lack tools to localize quickly for new markets.
Regional marketing leads in APAC, Americas, Africa, Europe
Every new market entry campaign and every existing market renewal cycle
Missed opportunities in high-potential markets. Irrelevant messaging loses credibility with local banking executives.
The Slow Content Problem
How might we produce highly relevant bank-specific content in hours instead of weeks without sacrificing quality or brand consistency?
Content creation requires multiple stakeholders, multiple approval rounds, and manual research for every single asset.
Content team + Subject matter experts
Every time a new buying signal emerges that demands a fast, relevant response
By the time content is ready, the buying window has closed and competitors have already filled it.
The Existing Customer Neglect Problem
How might we systematically identify which of IDA's 200+ existing banking clients are ready to expand product usage and trigger the right marketing action automatically?
Post-sale marketing is virtually non-existent. No customer health scoring, no product adoption tracking, no expansion campaign framework.
Customer success + Account management + Marketing
Every quarter — an expansion opportunity inside an existing account goes undetected and unacted upon
Revenue locked inside existing accounts is never unlocked. Client relationships weaken. Churn risk rises unnoticed.
Problem → Module Mapping
| Problem ID | Problem Title | Severity | ARIA Module |
|---|---|---|---|
| PS-01 | The Invisible Buyer Problem | CRITICAL | 📡 Signal Monitor |
| PS-02 | The Generic Message Problem | CRITICAL | ✍️ Content Engine |
| PS-03 | The Attribution Black Hole | CRITICAL | 📊 Attribution Tracker |
| PS-04 | The Sales Context Gap | HIGH | 🤝 Sales Bridge |
| PS-05 | The Competitive Blindspot Problem | HIGH | 📡 Signal Monitor |
| PS-06 | The Geography Blindspot Problem | HIGH | 📡 Signal Monitor |
| PS-07 | The Slow Content Problem | HIGH | ✍️ Content Engine |
| PS-08 | The Existing Customer Neglect Problem | MEDIUM | 💎 Expansion Radar |