Outcome Example
Reduce manual compliance reporting from 40 hours per month to 2 hours with automated document processing and validation workflows.
Example Workflows
Compliance Workflows
Automated policy checks, audit trail generation, and regulatory report compilation
Document Processing
Intelligent extraction, classification, and routing of business documents
Scheduled Agent Tasks
Periodic monitoring, anomaly detection, and automated response execution
Outcome Example
Enable analysts to query 10 years of internal documentation in seconds instead of hours of manual searching.
Example Use Cases
Knowledge Search
Semantic search across internal wikis, documentation, and historical records
Decision Support
Context-aware recommendations based on policy documents and historical decisions
Document Drafting
Generate reports, summaries, and responses using company-specific templates
Performance Ranges
Support for models from 7B to 70B+ parameters with optimized inference
Supported Models
Open Source Models
Llama 3, Mistral, Mixtral, Qwen, DeepSeek, and other open models
Fine-Tuned Models
Support for custom fine-tuned models and domain-specific adaptations
Inference Optimization
vLLM, TensorRT-LLM for maximum throughput and lowest latency
Security Guarantee
All document processing, embedding generation, and vector search happens entirely on your infrastructure. Zero data leaves your perimeter.
Data Ingestion & Indexing
Document Sources
SharePoint, file shares, databases, S3-compatible storage, APIs
Processing Pipeline
OCR, text extraction, chunking, metadata enrichment, deduplication
Indexing Strategy
Incremental updates, version control, automatic reindexing on changes
Hybrid Architecture
Cloud control plane manages state and sequencing. All data processing and tool execution happens on-premises.
Example Flows
Multi-System Integration
Query database â Generate analysis â Update CRM â Send notification
Approval Workflows
Automated processing â Human review gate â Approval routing â Execution
Scheduled Operations
Daily reports, weekly compliance checks, monthly reconciliation tasks
Unified Access
Single integration layer provides agents with secure, permission-aware access to all your enterprise systems.
Pre-Built Connectors
Business Applications
Salesforce, SAP, Oracle, Microsoft Dynamics, ServiceNow
Databases & Data Warehouses
PostgreSQL, MySQL, Oracle, SQL Server, Snowflake, Databricks
Collaboration & Productivity
Slack, Teams, Confluence, SharePoint, Google Workspace