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

Example: VP of Sales asks "Why did conversion rate drop 15%?"

Traditional Process

  • Week 1Extract data from 5 systems
  • Week 2Data cleaning and reconciliation
  • Week 3Analysis and report writing
  • Week 4Presentation prep

Result: By the time you know why, you've lost another month of deals

With EdgeFirm

  • 9:00 AMQuestion asked
  • 9:05 AMAI analyzes patterns across systems
  • 9:05 AMAnswer delivered with visualizations
  • Same dayAction plan created

Result: Immediate action, faster recovery

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:

Complete discovery and architecture design
Full data pipeline development
AI-powered natural language interface
Custom dashboards and reports
Proactive alerting system
User training and documentation
Production deployment
30 days post-launch support
Complete code ownership and IP transfer

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:

SERVICE OVERVIEW

Service Type

Decision Intelligence & Analytics

Timeline

4-5 months

Investment

$75K - $150K

ROI Timeline

12-18 months

KEY BENEFITS

  • Natural language queries—no SQL needed
  • Real-time dashboards and alerts
  • Unified data from all your systems
  • Proactive insight surfacing
  • Complete code ownership

TYPICAL RESULTS

80-95%

reduction in report time

$100K-500K

annual analyst time savings

12-18mo

typical payback period

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.