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DataVisuals
Decision Pipelines™ Platform for Community Financial Institutions
The Problem

Every Credit Union has an insight graveyard.

Dashboards full of metrics. Reports that took weeks to build. Analysis that revealed something important. All sitting unused because there's no bridge from "now we know" to "now we decide."
Dashboards aren't the finish line. Decisions are.
✝
Q4 Member
Retention Report
✝
Branch ROI
Analysis
✝
Auto Loan
Risk Model
✝
Digital Adoption
Dashboard
✝
Fee Income
Opportunity Map
73%
of analytics insights

Never reach an actual decision.

Your institution invests in data. We make sure that investment drives accountable action.

The Complete Arc

Data Analytics Decisions
DataVisuals extends the complete arc — turning data into accountable decisions.

Decision Pipelines™

💡
Anomaly Detected
→
👤
Ownership Assigned
→
⏱️
Deadline Enforced
→
📊
Outcome Measured
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AI Workflows You Can Trust

AI that understands your data, respects your rules, and drives decisions — built into every application.

💬
Ask
→
🧠
Reason
→
⚡
Act
→
🛡️
Governed

Turn Insights Into
Accountable Decisions

Built for credit unions and community banks
Schedule a Demo
8:1
Measured ROI
Tracked decision-to-outcome value
25%
Churn Reduction
Accountable retention campaigns
80%
Exam Prep Saved
Automated NCUA reporting
47/mo
Decisions Tracked
Accountable actions per month
The Insight Graveyard

Where Your Analytics ROI Goes to Die

Community financial institutions spend $50K–$150K annually on analytics tools. Reports get built. Dashboards get launched. And then... nothing happens. We call this the Insight Graveyard.

73%
of insights never reach a decision

The Insight Graveyard

Reports get built. Dashboards get launched. And then nothing happens. Insights die in slide decks, email threads, and quarterly reviews.

Decision Pipelines route every insight to an owner with an SLA, deadline, and outcome tracking.
0
decisions tracked at most community financial institutions

No Accountability Bridge

When you ask "how many decisions did analytics drive last month?" nobody can answer. There's no system connecting insights to actions.

Built-in decision lifecycle with tracked stages from discovery through resolution. No silent abandonment.
1-3
IT staff at a typical community financial institution

Resource Constraints

Community FIs need enterprise-grade analytics but can't afford $150K data scientists or $500K BI implementations.

Pre-built credit union and community bank data models, turnkey deployment, and managed cloud infrastructure. No data team required.
6 wks
average NCUA exam prep time

Regulatory Burden

Compliance teams spend weeks assembling evidence from scattered reports and emails for every examination.

Every decision is already tracked—who made it, when, based on what data, and what happened. Exam prep becomes a report.
The Solution

A Decision Pipeline — Not Another Dashboard

What if every insight your analytics surfaced was automatically routed to an owner, given a deadline, and tracked to an outcome?

💡

Insights Get Routed, Not Reported

When the data finds something, it doesn't land in a dashboard and wait. It gets assigned to someone who can act on it — with context, priority, and a deadline.

👤

Every Decision Has an Owner

No more wondering who saw the report or whether anyone followed up. Decision Pipelines create a named, trackable chain of accountability from insight to action.

📊

Outcomes Are Measured, Not Assumed

Did the intervention work? By how much? Decision Pipelines track what happened after the decision — so your team learns, improves, and can prove the value.

☁️

Fully Managed Cloud Platform

No servers to maintain, no data team to hire. We handle deployment, updates, and infrastructure — your team just logs in and makes better decisions.

DataVisuals Portal Dashboard

The Decision Pipeline Portal — your team's single entry point

The Complete Arc

From Insight to Outcome — Every Step Accountable

Decision Pipelines™ don't just show you what's happening. They create a tracked, assigned, time-bound decision stream that closes the loop from data to action to measured result.

💡

Insight

Detected & prioritized
→
👤

Ownership

Assigned with accountability
→
📊

Outcome

Tracked & measured
Decision Queue — tracked, assigned, time-bound decisions

The Decision Queue — every insight assigned, tracked, and measured against SLA

Five-Layer Architecture

Same Trusted Data. Five Distinct Interfaces.

One trusted data source. Five purpose-built interfaces for analysts, executives, compliance, and AI — all governed by a consistent semantic layer.

Layer 1

Interactive Dashboard

Layer 2

Executive Summary

Layer 3

Agentic Workflows

Layer 4

Audit & Reporting

Layer 5

Schema & Semantic Layer

Every decision has an owner and deadline
Full audit trail from insight to outcome
Consistent definitions across all interfaces
Configuration-driven, not code changes
Configuration-Driven

Business Logic Lives in Configuration, Not Code

Domain experts modify thresholds, ownership rules, and escalation policies without developer involvement. Every change is auditable, versioned, and takes effect immediately across all four interfaces.

  • Thresholds and triggers adjustable by business users
  • Consistent definitions across all four interfaces
  • Rapid adaptation to regulatory changes
  • Clear audit trail for compliance
  • Pre-built for Symitar, Corelation, DNA cores
Agentic Workflows

AI That Acts on Insights — Not Just Reports Them

Every Decision Pipeline™ application includes Agentic Workflows — AI that understands your institution's data, context, and business rules. Ask questions in plain language. Get answers governed by your semantic layer.

💬

Natural Language Queries

Ask your data questions the way you'd ask a colleague. Agentic Workflows translate intent into governed, accurate answers.

🔄

Context-Aware Actions

AI that knows your thresholds, your ownership rules, and your escalation policies — and acts within them automatically.

🛡️

Semantically Governed

Every AI response is constrained by your semantic layer. Consistent definitions. Auditable answers. No hallucinated metrics.

Agentic Workflows are built into every application — not bolted on. The same governance that drives your dashboards drives your AI.
Agentic Workflow in action

A natural-language conversation with governed, auditable answers

The Difference

Dashboards Show What Happened. We Make Sure Someone Does Something About It.

The issue isn't a lack of analytics capability. It's that traditional tools stop short of where value is realized: the decision itself.

Traditional Analytics

  • Insights discovered but not acted on
  • No clear ownership or deadlines
  • No way to measure whether analytics drove results

Decision Pipelines™

  • Every insight routed to an accountable owner
  • Time-bound response with escalation
  • Outcomes tracked and measured end-to-end
  • Regulator-ready audit trail out of the box — NCUA, FDIC, OCC
  • Agentic Workflows for AI-driven queries and actions
Decision detail — full lifecycle of a tracked decision

Every decision tracked end-to-end — owner, timeline, evidence, and outcome. Exam-ready for NCUA, FDIC, and OCC.

10 Purpose-Built Applications

The Complete Decision Pipeline Suite

Each pipeline includes the full five-layer architecture — interactive dashboards, executive summaries, Agentic Workflows, audit & reporting, and semantic governance. Pre-built for credit union and community bank data models.

👥

Member Analytics

Deep Insights into Member Behavior & Lifetime Value
Reduce churn by 25% with accountable retention campaigns.
📊

Product Penetration

Maximize Cross-Sell & Product Adoption
Increase products per member to 4.0+ with targeted campaigns.
🛡️

Risk & Compliance

BSA/AML Monitoring & CAMEL Risk Management
96%+ BSA/AML compliance with 4-hour fraud response SLAs.
📱

Channel Migration

Optimize Digital Adoption & Branch Performance
Drive digital adoption to 70%+ and cut transaction costs $2-5.
🎯

Competitive Benchmarking

Know Your Market Position & Outperform Peers
Set targets based on peer data with competitive responses — NCUA, FDIC, and FFIEC sources.
💎

Member Lifetime Value

Forecast Future Value & Optimize Investments
Predict member value with 85%+ accuracy and prioritize retention.
💰

Loan Analytics

Revenue-Critical Portfolio & Delinquency Management
Reduce charge-offs 15-20% and improve yield by 0.3-0.5%.
📋

Regulatory Compliance

Exam Readiness & Automated Regulatory Reporting
Reduce exam prep time by 80% with continuous compliance — NCUA, FDIC, and OCC ready.
🔮

Predictive Analytics

AI-Powered Forecasting & Advanced Modeling
Forecast member growth and intervene before attrition.
💵

Deposit Analytics

Reduce Runoff & Optimize Rate Strategy
Reduce deposit runoff 10%+ and achieve 39:1 ROI.
Deposit Analytics dashboard

Interactive Dashboard — charts, trends, and competitive positioning

Deposit Analytics decisions and insights

Decision Pipeline — every insight routed, owned, and tracked

Pricing

Built for Community Financial Institutions Your Size

All 10 Decision Pipeline apps. One annual subscription. Priced by asset size — the way credit union and community bank CFOs already think about vendor costs.

Annual subscription · Asset-based pricing
No per-pipe pricing. No seat limits. No surprises.
Managed cloud deployment and onboarding included.
Let's Talk Pricing
We'll walk through your asset size, data environment, and goals — no obligation.
What Leaders Are Asking

The Questions That Drive Transformation

Community financial institution leaders are rethinking what their analytics investments should actually deliver.

"How many decisions did our analytics actually drive last month — and can anyone answer that question?"
The Accountability Question
VPs of Analytics & CDOs
"We spend six weeks preparing for NCUA exams. What if every decision was already tracked and audit-ready?"
The Compliance Question
Chief Risk Officers
"We built the dashboards, we generated the insights — but who owns the decisions, and how do we know they happened?"
The Ownership Question
CEOs & Executive Teams
Our Story

30 Years of Turning Data Into Decisions

DataVisuals™ was founded on a simple observation: financial institutions invest heavily in analytics, then watch as insights die in slide decks and email threads. We kept seeing the same pattern — leading technology for a captive automotive lender, directing enterprise architecture inside a $7B credit union, and deploying data governance across dozens of financial institutions as head of professional services for a leading data catalog company.

The institutions varied. The problem didn't. Captive banks, credit unions, regional banks, fintechs, card issuers — the analytics pipelines were supposed to drive decisions but rarely did.

The problem isn't the analytics. It's the accountability gap between insight and action. Decision Pipelines™ exists because the Insight Graveyard looks the same whether you're a $100M community bank or a $5B credit union — and neither one should accept it.

30 Years Financial Services Technology Credit Union & Community Bank Experience FI Data Governance & Analytics Deployments Regulatory & Exam Readiness (NCUA · FDIC · OCC) ML & Predictive Analytics Agentic AI Workflows

Stop Burying Insights. Start Making Decisions.

See how the Decision Pipelines™ platform can transform your institution's analytics from static reports into accountable outcomes. 20 minutes with real data from institutions like yours — that's all we need.

Schedule a Demo
No commitment required · Personalized to your institution · 20 minutes