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.
Traditional Process
Result: By the time you know why, you've lost another month of deals
With EdgeFirm
Result: Immediate action, faster recovery
We build custom decision intelligence systems that:
Unlike generic BI tools:
Unlike large consultancies:
Risk Assessment, Fraud Detection, Portfolio Analysis
Deliverable: Technical architecture document, ROI model, project roadmap
Deliverable: Data flowing from key sources into unified warehouse
Deliverable: MVP functional with top 10 business questions
Deliverable: Production-ready system deployed
Deliverable: Enterprise-wide decision intelligence platform
Typical Investment Range
$75,000 - $150,000
Full project delivery in 4-5 months
Number of sources (5-10 vs 20+), volume, quality
Pre-built queries (50 vs 200+), dashboard complexity
HIPAA, SOC 2, GDPR requirements
Concurrent users, query volume, response time
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.
Clean, unified data is the foundation. We'll prepare your data before building AI on top.
Learn MoreGo beyond dashboards with conversational AI. Chat with your data in Slack or Teams.
Learn MoreAutomate actions based on insights. Turn analysis into automatic workflows.
Learn MoreService Type
Decision Intelligence & Analytics
Timeline
4-5 months
Investment
$75K - $150K
ROI Timeline
12-18 months
80-95%
reduction in report time
$100K-500K
annual analyst time savings
12-18mo
typical payback period
Schedule a free strategy call to discuss your project and get a custom AI implementation roadmap.
Or email us directly at hello@edgefirm.io. We typically respond within 2 hours during business days.