Real Results, Real Impact
See how leading organizations transformed their operations with IntelliAgent Hub's AI solutions
AI-Led Data Intelligence from Official Reports
Transforming static government documents into dynamic, actionable intelligence
ResultFrom weeks of manual compilation to instant, query-based intelligence.
Problem Statement
Government departments receive high-volume official economic and employment documents, often in PDF format. Extracting meaningful insights from these reports is slow, error-prone, and dependent on manual interpretation.
Although structured analytical data exists inside these documents, non-technical users struggle to analyze it quickly. Lack of real-time, data-driven insights results in delayed policy decisions, ineffective resource allocation, and missed economic development opportunities.
Solution
IntelliAgent transforms static government reports into dynamic decision intelligence. Structured data is extracted from official PDF documents and integrated with an analytical engine. Officials could now query economic and employment data in plain natural language, and the agent would instantly generate actionable insights, comparative analytics, forecasting outputs, and visual charts—directly from official government documents.
Impact
Time to Insight
Transitioned from days or weeks of manual data compilation to instant, query-based intelligence.
Decision Accuracy
Improved decision-making through AI-driven insights backed by real datasets instead of assumptions.
Accessibility
Enabled non-technical government officials to independently interact with and interpret analytical data.
Data Utilization
Maximized the value of existing government documents by converting them into actionable intelligence using AI.
Claims Risk Intelligence & Fraud Detection
AI-powered analytics for proactive fraud detection and financial forecasting
ResultHigh-risk and duplicate claims identified instantly instead of through prolonged manual review.
Problem Statement
Insurance analysts spend significant time manually reviewing claim data to identify fraud risks and predict financial impacts. Duplicate claims, unclear suspicious patterns, and delayed insights lead to losses and reactive decision-making. Teams struggle to access relevant insights quickly, impacting fraud prevention and financial planning.
Solution
Using IntelliAgent's AI-powered natural language analytics agent, claim analysts can query structured data directly (e.g., duplicate claims with high suspicious scores), identify extreme high-risk cases, forecast future claim amounts, and generate real-time visualizations. The platform enables proactive fraud detection, data-driven decision support, and accurate financial forecasting—without depending on IT or data scientists.
Impact
Faster Fraud Detection
High-risk and duplicate claims identified instantly instead of through prolonged manual review
Reduced Financial Leakage
Early detection of high-risk cases helps avoid fraudulent payouts and improves claim settlement accuracy
Improved Risk Assessment
Suspicious claim patterns highlighted proactively, enabling preventive action rather than post-loss recovery
AI-Enabled Arbitration Research & Strategy Automation
Instant precedent-based insights and secure, on-premise legal intelligence
ResultManual research dropped from hours to seconds with instant, AI-assisted precedent extraction.
Problem Statement
During high-value arbitration proceedings, legal teams must analyze multiple judicial precedents, interpret jurisdictional positions, and assess the evolution of legal doctrine. This research is often manual, time-consuming, and vulnerable to interpretation gaps. Even a single missed reference or incorrect inference can shift the outcome of a cross-border legal challenge — causing reputational, financial, and strategic risk.
Solution
IntelliAgent enabled lawyers to retrieve precedent-based insights instantly by querying past judgments in natural language — eliminating manual document review. The on-premise agent surfaced case references, summaries, and legal interpretations on demand, and expanded research by searching trusted online sources when additional rulings were required.
Impact
Risk-Free Legal Intelligence
On-prem deployment ensured total confidentiality and secure handling of high-stakes arbitration documents.
Accelerated Case Analysis
Manual research efforts dropped from hours to seconds with instant, AI-assisted precedent extraction.
Extended Knowledge Retrieval
When information isn’t available internally, the system intelligently searches trusted online sources to provide complete and context-aware responses.
Voice AI for B2B Event Invitations
Conversational AI agent for rapid, personalized event outreach
ResultReached 500 contacts in just 2 hours — a process that would normally take multiple days.
Challenge
A leadership roundtable event required outreach to 500 business professionals. Manual calling was slow, resource-heavy, and lacked proper tracking — reducing the chance of strong attendance and increasing overall acquisition costs.
Solution
A conversational AI calling agent was deployed to manage invitation calls end-to-end. The agent delivered event details in a warm, human-like tone, addressed questions, and highlighted logistical support such as pickup/drop facilities — improving engagement and reducing operational effort.
Impact
Outreach Speed
Reached 500 contacts in just 2 hours — a process that would normally take several callers multiple days.
Follow-up Precision
Automated call logs and recordings enabled highly targeted, data-driven follow-ups instead of broad manual chasing.
Productivity Boost
Manual calling effort was eliminated, enabling teams to shift focus toward strategy, coordination, and event success.
Automated RFP Discovery & Scope Extraction
AI-powered tender discovery and instant scope summaries for business development
ResultAI retrieves only relevant RFPs, eliminating time spent manually searching portals.
Problem Statement
Business development and proposal teams spend hours manually browsing GeM and other tender portals to identify relevant RFPs, review scope of work, and evaluate feasibility. Due to high document volume and manual interpretation, opportunities are missed, summaries are inconsistent, and decision cycles slow down. Non-technical users must read entire multi-page tenders to understand scope, skills required, and eligibility — delaying opportunity qualification and response planning.
Solution
WP_RFP Analyzer automates tender discovery and scope extraction by fetching RFPs directly from portals like GeM, filtering them using AI-based topic relevance, and generating instant scope summaries with required skills and bid details. Users can identify relevant opportunities, review scope quickly, and download only the necessary documents — all without manual portal browsing or PDF reading.
Impact
Opportunity Discovery Speed
AI retrieves only relevant RFPs, eliminating time spent manually searching portals.
Faster Decision Cycles
Instant scope of work summaries and skill extraction enable quick bid/no-bid decisions.
Higher Win Probability
Early visibility of relevant RFPs gives teams more time for proposal creation and submission.
Automated Loan Approval Workflow
AI-driven financial analysis and instant credit decisioning
ResultDecision time reduced from hours to just minutes.
Challenge
Loan underwriting required analysts to manually interpret financial statements, extract ratios, and verify them against banking and bureau data. This repetitive and time-consuming workflow caused delays in approval, inconsistent risk assessment, and a slower customer turnaround experience — especially for high-volume applications.
Solution
A fully automated loan approval workflow was built to extract financial details from applicant documents, enrich them with bureau and internal data, and evaluate eligibility through SAS Intelligent Decisioning. Underwriters could query the AI assistant in natural language to instantly retrieve financial ratios, risk signals, and credit outcomes — with the system automatically classifying applications as Approved, Rejected, or Routed for Manual Review based on decision rules. This eliminated manual document reading and spreadsheet-based evaluation.
Impact
Faster Approval Cycles
Automated financial analysis and scoring reduced decision time from hours to just minutes.
Stronger Compliance Control
Credit decisions routed through SAS Decisioning ensured policy adherence and complete audit traceability.
RBC2 Reporting — Automated, Auditable, Done Within Minutes
From days of spreadsheets to minutes of governed, regulator-ready capital submissions.
ResultTen business days recovered, every single quarter.
Challenge
Every quarter, Max spent multiple days manually reconciling entities' worth of data, sequencing multiple interdependent RBC2 formulas across spreadsheets and SAS scripts — where one broken cell derailed everything. With no audit trail, explaining any figure meant rebuilding logic from memory, under deadline pressure, every single time.
Solution
A single upload auto-maps all source tables and validates in real time. The engine resolves all multiple formulas through their full dependency graph — every figure audit-linked to its source. Reconciliation runs in the background, stress scenarios run overnight, and the final submission is packaged per regulator before the board meeting starts.
Impact
Days → Minutes
Per entity, every quarter, without exception.
Time Recovered
For judgment, not assembly.
4 Gates Kept, Zero Bottlenecks
Every sign-off stays. Only the waiting disappears.
Code Generation & Automated Debugging
Autonomous AI agent for rapid, error-free software delivery
ResultDevelopment time reduced from hours to minutes with instant code generation.
Challenge
Engineering teams lose significant time writing repetitive code, debugging errors, and managing automation workflows manually. Slow development cycles delay releases, increase operational cost, and limit innovation. Teams spend more time fixing issues than building new features — reducing velocity and overall product impact.
Solution
IntelliAgent delivers an autonomous AI coding agent capable of generating, debugging the production-ready code from natural language instructions. Developers simply describe what they need, and the system produces validated code outputs — while also allowing manual edits wherever required.
Impact
Faster Delivery
Development time reduced from hours to minutes with instant code generation.
Better Engineering Efficiency
Engineers focus on complex logic while AI automates repetitive coding tasks.
Error Reduction
Debug and validation agents significantly lower production defects.
One Conversation. Every SAS Capability. Every Step Traced.
How plain-language questions become real SAS Viya outputs — across CAS, Studio, Model Manager, and Visual Analytics.
ResultWork that spanned four tools and a dozen context switches now resolves in one conversation.
Challenge
SAS environments are powerful but fragmented. CAS for data, Studio for code, Model Manager for models, Visual Analytics for dashboards — four tools, four contexts, four skill sets. Analysts lose time to tooling overhead; non-technical users are locked out entirely. And the AI assistants offered as a fix sit outside the platform: they can't reach governed data, can't execute, and can't prove what they did.
Solution
WPIntelliAgent agents run inside SAS RAM and reach Viya services through MCP tool servers — so they don't sit beside the platform, they work within it, inheriting SAS identity, entitlements, and lifecycle management.
Ask for CASLIBs and they list. Ask to filter a dataset and the result renders below. Ask for a dashboard with bar, pie, and line charts and a presentation-ready visual builds in seconds. A decision-rules engine and guardrails constrain what may run; every tool call, parameter, and result lands in an execution trace and audit log. The agent decides what to run — Viya produces the answer.
Impact
One Platform, Every Capability
CAS exploration, code execution, analytics, model management, and dashboards, without leaving the screen.
Natural Language In, Real Viya Outputs Out
Non-technical users work unaided; technical users move faster.
Minutes, Not Sessions
Work that spanned four tools and a dozen context switches resolves in one conversation.
Native, Not Bolt-On
Agents run under existing SAS identity and governance. No data leaves the environment, no second stack to secure.
Provable
Every action traced, logged, and reproducible for audit and model risk review.
From Document to Decision, Fully Automated
Autonomous AI agents that turn any document into live, explainable decisions
ResultRule extraction that once took a specialist days now happens in seconds, straight from the source document.
Challenge
Every organization runs on documents — policies, contracts, regulations, guidelines. Turning hundreds of pages into working rules is slow, manual, and inconsistent, and the moment a document changes the work starts over. Teams spend more time reading, interpreting, and re-keying logic by hand than acting on it — delaying decisions, driving up cost, and leaving compliance gaps every time the rules shift.
Solution
An AI agent inside SAS RAM reads any document, from any domain, the way an expert would — reasoning through the language and extracting every rule on its own: thresholds, conditions, approvals, and underlying logic. Those rules flow straight into SAS Intelligent Decisioning as live, executable decision flows, with no manual coding or re-keying. Data is then scored against them in a single pass, and a second AI agent triages every result — rating risk and recommending the next step — while SAS Visual Analytics turns it into audit-ready dashboards.
Impact
Days to Seconds
Rule extraction that once took a specialist days now happens in seconds, straight from the source document.
Zero Manual Coding
Rules become live, validated decision flows automatically — no re-keying, no hand-built logic, no waiting on IT.
Nothing Slips Through
Thousands of records scored in a single pass, with every exception surfaced automatically.
Fully Explainable
Every result is risk-rated and reasoned by AI, delivered as dashboards and an audit-ready report anyone can act on.
Ready to Transform Your Business with AI?
Our agentic AI solutions can help you automate processes, reduce costs, and accelerate growth.