Decision Intelligence & Analytics

Turn Analytics From Weeks to Hours

Stop waiting 6 weeks for quarterly reports. Our AI-powered decision intelligence systems analyze real-time data across your organization and surface insights in conversational interfaces your team already uses.

80% reduction in report time
95%+ accuracy
4-5 month delivery

The Cost of Slow Insights

Strategic decisions get blocked on data wrangling. Here's what's really happening:

6+ Weeks for Quarterly Reports

Analysts manually pull data from Salesforce, ERP, databases, and spreadsheets. By the time the report is done, data is outdated.

Executives Need Answers Now

"Why did churn increase?" "Which products underperform?" Strategic questions require immediate answers, but your team needs weeks.

Insights Buried in Data Silos

Sales in Salesforce, finance in QuickBooks, operations in ERP, marketing in HubSpot. Nobody has a unified view.

Cost of Slow Insights

Competitors move faster, decisions made with outdated info, high-value analysts waste time on data cleanup.

AI-Powered Decision Intelligence That Delivers Answers in Minutes

We build custom decision intelligence systems that:

1

Unify Data Across All Your Systems

  • Connect to CRM, ERP, databases, spreadsheets, and SaaS tools
  • One unified data layer, no manual exports
  • Integrations: Salesforce, HubSpot, SAP, NetSuite, PostgreSQL, MongoDB, Google Analytics, Stripe, Zendesk
2

Answer Questions in Natural Language

  • Executives ask questions in Slack, Teams, or custom dashboard—no SQL required
  • "What caused the revenue dip in Q3?"
  • "Which customers are at risk of churning?"
  • "Compare this quarter's marketing spend to last year"
3

Generate Automated Reports & Dashboards

  • Schedule daily, weekly, or monthly reports sent automatically
  • Real-time dashboards that update as data changes
  • Executive KPIs, sales performance, financial reports, operations metrics
4

Surface Proactive Insights

  • Don't wait for questions—AI monitors and alerts you
  • Anomalies: "Website traffic dropped 40% today"
  • Trends: "Customer churn increasing 15% MoM in Enterprise"
  • Opportunities: "3 high-value leads haven't been contacted in 2 weeks"
5

Integrate With Tools Your Team Already Uses

  • Slack or Microsoft Teams (conversational interface)
  • Email reports (scheduled or triggered)
  • Custom web dashboard
  • Mobile app (React Native)
  • API endpoints for other tools

THE EDGEFIRM DIFFERENCE

Unlike generic BI tools:

  • Custom AI that understands YOUR business
  • Natural language interfaces (no training)
  • Proactive alerting (doesn't wait for queries)

Unlike large consultancies:

  • Production-ready in 4-5 months (not 18-24)
  • Technical founders build it
  • Fixed pricing, code ownership

Built on Enterprise-Grade Technology

Data Pipeline & Storage

  • Apache Airflow
  • dbt
  • Snowflake/BigQuery
  • Great Expectations
  • Kafka/Kinesis

AI & Analytics

  • GPT-4 & Claude
  • Text-to-SQL
  • Pinecone/Weaviate
  • LangChain/LangGraph
  • Redis caching

Visualization & Delivery

  • React + D3.js
  • Plotly
  • Slack SDK
  • Teams API
  • SendGrid/AWS SES

Infrastructure

  • AWS/GCP
  • Docker/Kubernetes
  • DataDog
  • End-to-end encryption
  • SOC 2/GDPR ready

Decision Intelligence for Every Industry

Financial Services

Risk Assessment, Fraud Detection, Portfolio Analysis

Challenges

  • Risk assessment requires analyzing millions of transactions
  • Fraud patterns emerge in real-time but manual detection takes days
  • Regulatory reporting demands precise data from disparate sources

Our Solutions

  • Real-time fraud detection with AI monitoring 24/7
  • Automated risk dashboards with real-time updates
  • Regulatory reporting automation with full audit trail

Results

  • 80% reduction in fraud detection time
  • 95% accuracy in risk assessment
  • $500K+ saved annually in analyst time

How We Deliver Decision Intelligence in 4-5 Months

Month 1

Discovery & Data Mapping

  • Interview stakeholders and document pain points
  • Inventory all data sources and assess quality
  • Build ROI projection and get buy-in
  • Design unified data architecture

Deliverable: Technical architecture document, ROI model, project roadmap

Month 2

Data Pipeline Development

  • Connect to top 5 data sources
  • Build ETL/ELT pipelines
  • Set up data warehouse/lake
  • Implement data quality checks

Deliverable: Data flowing from key sources into unified warehouse

Month 3

AI & Analytics Layer

  • Implement Text-to-SQL capability
  • Build LLM-powered query understanding
  • Create conversational interface (Slack/Teams)
  • Test with 10 common questions

Deliverable: MVP functional with top 10 business questions

Month 4

Dashboards & Automation

  • Build executive dashboards
  • Create automated report generation
  • Implement proactive alerts and anomaly detection
  • User training and documentation

Deliverable: Production-ready system deployed

Month 5

Launch & Optimization

  • Soft launch to 10-20 power users
  • Gather feedback and iterate
  • Full company rollout
  • 30 days post-launch support

Deliverable: Enterprise-wide decision intelligence platform

Transparent Pricing for Decision Intelligence

Typical Investment Range

$75,000 - $150,000

Full project delivery in 4-5 months

Factors that affect pricing:

Data Complexity

Number of sources (5-10 vs 20+), volume, quality

Feature Scope

Pre-built queries (50 vs 200+), dashboard complexity

Compliance & Security

HIPAA, SOC 2, GDPR requirements

Scale & Performance

Concurrent users, query volume, response time

What's Included:

Data audit and integration with 5+ systems
Unified data warehouse
Natural language query interface
Executive dashboards
Automated report generation
Proactive alerting and anomaly detection
Slack/Teams integration
Documentation and team training
30 days post-launch support
Complete code ownership

Common Questions About Decision Intelligence

Traditional BI tools require manual data preparation, SQL knowledge, and pre-built dashboards. Our solution offers natural language queries (no SQL needed), AI-powered insights that answer questions you didn't think to ask, proactive alerts that surface issues automatically, and a unified data layer where we handle the messy integration work. Think of it as "BI + AI + Data Engineering" in one package.

This is extremely common—70% of our projects start with data quality issues. We perform a data audit during discovery, implement automated data cleaning and validation, provide data quality scoring and monitoring, and ensure gradual improvement over time. We'll tell you upfront if your data isn't ready and recommend a preparation phase if needed.

Yes. We've connected to 30+ year old mainframe systems, custom-built ERPs with no APIs, on-premise databases behind firewalls, SaaS tools with rate-limited APIs, and spreadsheets updated manually. If your system can export data (even manually), we can work with it.

Our target is 90%+ accuracy. We achieve this through Text-to-SQL validation, RAG for sourced answers, confidence scoring (AI tells you when it's unsure), and human-in-the-loop for critical decisions. "Financial calculations: 98%+. Trend analysis: 90-95%. Predictive forecasting: 85-90%."

We build flexibility into the system. New columns, records, and format changes are handled automatically. For major changes like new tables or business logic, we provide documentation for your team to make updates, or offer hourly consulting ($200-300/hour) or monthly retainers ($5K-15K/month).

Yes to both. LLM options include OpenAI GPT-4, Anthropic Claude, Azure OpenAI, AWS Bedrock, or self-hosted open-source models. For data residency, we support cloud deployment in your account, on-premise in your data center, hybrid, or fully air-gapped solutions.

Security is built-in from day one: encryption at rest (AES-256) and in transit (TLS 1.3), role-based access control, audit logging, SSO integration, and MFA. we're SOC 2 Type II ready, GDPR compliant, HIPAA compliant if required, and support industry-specific regulations.

Complement Decision Intelligence With:

Ready to Transform Your Business with AI Solutions?

Schedule a free strategy call to discuss your project and get a custom AI implementation roadmap.

50+
Projects Delivered
100%
Client Satisfaction
60-80%
Cost Reduction
3-5mo
Implementation Time

Or email us directly at hello@edgefirm.io. We typically respond within 2 hours during business days.