Agentic Workflows

Automate complex business logic with multi-step reasoning agents.

Autonomous Workflow Examples

Chain models, vector lookups, and API calls into intelligent automation

Support

Intelligent Support Triage

Customer Support

Automatically classify incoming tickets, search knowledge base for solutions, draft responses, and route complex cases to specialists.

Analyze Ticket → Vector Search KB → Generate Response → Route/Close
ROI: 70% ticket auto-resolution, 4hrs saved per agent daily
Contract

Contract Intelligence

Legal / Procurement

Extract key terms from vendor contracts, compare against company policies, flag risks, and generate redline suggestions.

Ingest Contract → Extract Terms → Policy Check → Risk Report
ROI: 3-day review → 30min, 95% risk detection accuracy
Analytics

Competitive Intelligence Monitor

Strategy / Marketing

Scrape competitor websites, analyze pricing changes, summarize product updates, and alert stakeholders on key developments.

Web Scrape → Trend Analysis → Summarize → Alert Team
ROI: Daily 2hr manual research → automated weekly digests
Invoice

Invoice Processing Pipeline

Finance / Accounts Payable

Extract data from invoice PDFs, validate against POs, detect anomalies, route for approval, and update accounting systems.

OCR Extract → Validate PO → Fraud Check → ERP Update
ROI: 90% automation rate, 5-day processing → 1 day
Recruitment

Recruitment Screening

HR / Talent Acquisition

Parse resumes, match skills to job requirements, rank candidates, generate interview questions, and schedule top applicants.

Parse Resume → Skill Match → Rank Candidates → Schedule
ROI: 200+ applicants → 10 qualified in 2hrs (vs 2 weeks)
Compliance

SOPCompliance Checker

Manufacturing / Quality

Monitor production logs, detect deviations from SOPs, trigger alerts, suggest corrective actions, and generate compliance reports.

Monitor Logs → SOP Match → Detect Issues → Alert/Report
ROI: 40% reduction in compliance violations, real-time alerts
Supply Chain

Inventory Rebalancing Agent

Supply Chain

Predict stockouts across distribution centers, calculate optimal transfer quantities, and generate transfer orders automatically.

Forecast Demand → Check Stock → Optimize Route → Create Order
ROI: 15% reduction in carrying costs, 99% shelf availability
Retail

Dynamic Pricing Engine

Retail

Analyze competitor prices, demand signals, and inventory levels to adjust prices in real-time for maximum margin.

Scrape Prices → Analyze Demand → Calc Elasticity → Update Price
ROI: 5-8% margin uplift, instant reaction to market changes
FMCG

Trade Promotion Optimizer

FMCG

Simulate promotion scenarios, predict uplift, allocate budget to high-ROI channels, and track execution compliance.

Simulate Promo → Predict Uplift → Allocate Spend → Track ROI
ROI: 20% improvement in trade spend efficiency

Workflow Architecture

Built for reliability and observability

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Multi-Step Orchestration

Chain LLM calls, vector searches, API integrations, and conditional logic

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Error Handling & Retries

Automatic retry logic, fallback strategies, and graceful degradation

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Full Audit Trail

Every decision logged with reasoning, confidence scores, and data lineage

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Human-in-the-Loop

Approval gates for high-stakes decisions, feedback collection for continuous improvement

Architecture