Agent Ecosystem
Three Layers of Intelligence
Each layer builds on the previous — from data capture to processing to actionable insights. Deploy individually or orchestrate as a unified system.
Data Capture Layer
Ingest from any source
API Ingestion Agent
OperationalConnect to REST, GraphQL, and SOAP APIs to pull structured data from any external system.
Browser Bot Ingestion Agent
OperationalAutomate web scraping and data extraction from websites using intelligent browser automation.
File Ingestion Agent
OperationalProcess CSV, Excel, PDF, and other file formats to extract and normalize data.
Audio Ingestion Agent
OperationalCapture and process audio streams, voice recordings, and call center data.
Data Processing & Intelligence Layer
Transform & enrich
Data Structuring Agent
OperationalTransform unstructured data into organized schemas ready for analysis.
Deduplication Agent
OperationalIdentify and merge duplicate records across datasets using fuzzy matching algorithms.
Data Normalization Agent
OperationalStandardize formats, units, and naming conventions across disparate data sources.
Database Analyzer Agent
OperationalProfile databases, detect anomalies, and recommend optimization strategies.
Data Extraction Agent
OperationalExtract specific fields and entities from documents using ML-powered recognition.
Translation Agent
OperationalTranslate content across 100+ languages while preserving context and terminology.
Transcription Agent
OperationalConvert speech to text with speaker diarization and timestamp accuracy.
Text-to-Speech Agent
OperationalGenerate natural-sounding audio from text in multiple voices and languages.
Reporting & Action Layer
Act on insights
Analytics Agent
OperationalPerform statistical analysis and generate insights from complex datasets.
Forecasting Agent
OperationalPredict trends and future values using time-series analysis and ML models.
Report Generation Agent
OperationalCreate formatted reports, dashboards, and executive summaries automatically.
Strategic Insights Agent
OperationalSurface actionable recommendations based on data patterns and business context.
Reverse Distribution Agent
OperationalPush processed data back to source systems and downstream applications.
CodeGen Agent
OperationalGenerate code snippets, queries, and automation scripts from natural language.
Deployment Agent
OperationalDeploy agents to production environments and manage their lifecycle.
19+
Purpose-built agents
3
Intelligence layers
Orchestrate across layers via TFactory™ — deploy individually or as a unified Intelliforce.
Categories
Agent Categories
Purpose-built agent clusters for the highest-value enterprise use cases.
Data Consolidation & Reconciliation
Unify and reconcile data across enterprise systems into a single governed layer.
CRM Hygiene & Revenue Intelligence
Clean, deduplicate, and enrich CRM data for accurate revenue insights.
Client Health & Churn Prediction
Monitor client health signals and predict churn before it happens.
Billing Accuracy & Contract Compliance
Detect billing exceptions and ensure contract terms are honored.
Workflow Automation & Follow-up
Automate workflows, tasks, alerts, and follow-ups across systems.
Natural Language & Voice Interaction
Conversational interfaces for data querying and voice-driven analytics.
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