lotr.ai
Coming Soon

Polygraph

Agentic Workflow Orchestration Platform

Compose AI workflows as graphs and ship them as reliable products—without forcing everyone to become an AI engineer. Build, test, and deploy complex agentic systems with confidence.

Built for Enterprise AI

Everything you need to build, deploy, and operate trustworthy agentic systems at scale.

Graph-Based Architecture
Design dynamic workflows with branching, loops, and subgraphs. Support cyclic paths for iterative refinement and adaptive decision-making.
Tool-First Design
Agents call tools with typed inputs/outputs using JSON Schema, producing auditable results you can trust and replay.
MCP-Native Integrations
Connect to external data and systems through the Model Context Protocol standard, with built-in support for OAuth and API keys.
Full Observability
Deep visibility into every execution cycle with run timelines, traces, and comprehensive audit trails for enterprise compliance.
No-Code Builder
A modern interface blending canvas, chat, and inspector so anyone can build, test, and debug agent graphs.
Enterprise Security
RBAC, secret management, policy enforcement, and audit logging built for enterprise-grade deployments.

Comprehensive Capabilities

From agent configuration to third-party integrations, Polygraph has you covered.

Agent Types

  • Planner - Creates plans and selects subgraphs
  • Executor - Carries out plan steps and calls tools
  • Reviewer - Quality checks and guardrails
  • Router - Intent classification and routing
  • Memory Manager - Context persistence

Tool Support

  • Local custom code tools
  • Marketplace pre-built connectors
  • MCP server integrations
  • Typed schemas with validation
  • Version control and environments

Integrations

  • Google Workspace (Gmail, Drive, Calendar)
  • Microsoft 365 (Outlook, Teams)
  • Salesforce, HubSpot, Zendesk
  • GitHub, GitLab, Jira, Linear
  • PostgreSQL, MongoDB, Snowflake

Agent Configuration & Management

Build and configure LLM-powered agents with fine-grained control

Agent Configuration
Configure model providers, prompts, system rules, and budget constraints for each agent in your workflow.
  • Multi-provider support (OpenAI, Anthropic, Gemini, Bedrock)
  • Custom prompt and system rule definition
  • Tool allowlist configuration
  • Budget constraints (max steps, tokens, cost ceiling)
  • Safety settings with PII redaction
Human-in-the-Loop
Optional approval workflows for critical operations that require human oversight.
  • Approvals for system mutations (create/update/delete)
  • External communication approvals (email, Slack)
  • Data export and sharing controls
  • Policy-based auto-approve rules
  • Manual UI approval actions
Agent Types
Specialized agent types designed for different tasks in your workflow.
  • Planner - Creates plans and selects subgraphs
  • Executor - Carries out steps and calls tools
  • Reviewer - Quality checks and guardrails
  • Router - Intent classification and routing
  • Memory Manager - Context summarization and recall

Transform Your Operations

See how organizations use Polygraph to automate complex workflows and deliver better outcomes.

Customer Support Automation

Intelligent ticket routing and resolution

Build AI agents that understand customer inquiries, route them to the right team, and even resolve common issues automatically.

Key Benefits

  • Reduce first-response time by 80%
  • Automatic ticket classification and routing
  • Multi-language support out of the box
  • Seamless escalation to human agents
  • Integration with Zendesk, Intercom, Freshdesk

Common Use Cases

Tier-1 support automation
FAQ and knowledge base queries
Account inquiries and updates
Refund and return processing
Research & Analysis

Automated intelligence gathering

Deploy agent workflows that gather, analyze, and synthesize information from multiple sources into actionable insights.

Key Benefits

  • Continuous monitoring of data sources
  • Multi-source information synthesis
  • Structured output with citations
  • Customizable analysis frameworks
  • Integration with research databases

Common Use Cases

Competitive intelligence
Market research automation
Academic literature review
News and trend monitoring
Data Processing Pipelines

Intelligent ETL with AI enrichment

Create workflows that extract, transform, and load data while using AI to enrich, validate, and categorize information.

Key Benefits

  • Natural language data extraction
  • Automatic data quality checks
  • Entity recognition and linking
  • Schema-aware transformations
  • Integration with data warehouses

Common Use Cases

Document processing and OCR
Invoice and receipt parsing
Resume and application processing
Data migration projects
Communication Workflows

Automated outreach and follow-up

Build agents that manage email campaigns, follow-ups, and internal communications with intelligent personalization.

Key Benefits

  • Personalized message generation
  • Optimal send time scheduling
  • Automatic follow-up sequences
  • Response detection and categorization
  • CRM and calendar integration

Common Use Cases

Sales outreach automation
Meeting scheduling and reminders
Internal notification systems
Customer onboarding sequences
Compliance & Audit

Automated policy enforcement

Deploy workflows that monitor for compliance violations, generate audit reports, and enforce organizational policies.

Key Benefits

  • Continuous compliance monitoring
  • Automatic violation detection
  • Audit trail generation
  • Policy document analysis
  • Regulatory update tracking

Common Use Cases

Financial regulation compliance
Data privacy enforcement
Contract review automation
Security policy monitoring
Process Automation

End-to-end workflow orchestration

Connect disparate systems and automate complex business processes with intelligent decision-making at each step.

Key Benefits

  • Cross-system orchestration
  • Conditional branching logic
  • Error handling and recovery
  • Human approval workflows
  • Real-time monitoring dashboards

Common Use Cases

Order processing pipelines
Employee onboarding flows
Vendor management automation
Inventory management systems

What Our Customers Say

Hear from organizations already transforming with Polygraph

"Polygraph transformed our support operations. We went from hours to minutes for ticket resolution."

Sarah Chen

VP of Operations, TechScale Inc.

"The no-code builder let our ops team create workflows without waiting on engineering."

Michael Rodriguez

Director of Automation, DataFlow Systems

"Enterprise security features gave us the confidence to deploy AI across our organization."

Jennifer Park

CISO, SecureHealth Corp.

Ready to orchestrate your AI workflows?

Join the waitlist to be notified when Polygraph launches.