Make Your Business Processes Act.EVENT → INTELLIGENCE → ACTION.
Ashmyra Automation connects systems, data, AI agents and teams into resilient workflows that don't just execute tasks — they understand context, make decisions, trigger actions and handle exceptions — automatically.
ASHMYRA AUTOMATION ENGINE
A high-throughput event mesh that synchronizes enterprise applications, executes AI reasoning, and triggers verified actions with zero code drift.
Watch an Automation Execute in Real Time
Click ▶ Run Simulation to observe how events are received, analyzed, approved, and executed step-by-step.
Automation That Understands the Process
Moving data from A to B is trivial. Understanding context, reasoning about exceptions, and ensuring business outcomes is true automation.
Traditional Automation vs Ashmyra
Compare naive point-to-point webhook scripts with Ashmyra's intelligent, fault-tolerant orchestration architecture.
One Engine. Every Workflow.
Five coordinated architectural layers working together from ingestion to governance.
Give Every Workflow an Intelligence Layer.
Autonomous reasoning agents integrated directly into your workflow graph — handling everything from document extraction to self-healing retries.
Research Agent
Finds and analyzes information from external data sources and online catalogs.
Data Agent
Cleans, validates, normalizes, and enriches records against master schema rules.
Document Agent
Extracts structured metadata, line items, and tables from PDFs and scanned invoices.
Decision Agent
Evaluates multi-variable policy conditions and recommends execution pathways.
Communication Agent
Generates personalized, context-aware messages and routes customer notifications.
Monitoring Agent
Watches end-to-end execution, detecting anomalies, latency spikes, and schema drift.
Recovery Agent
Handles downstream failures: retries, dead-letter routing, and human escalation.
Compliance Agent
Audits every step against regulatory mandates, data retention, and privacy constraints.
Build the Workflow. See the Logic. Control the Execution.
Click any node in the graph below to inspect its exact inputs, process logic, outputs, and live execution status.
Enterprise Lead Ingestion & Autonomous Routing
Autonomous When It Can Be. Human When It Should Be.
Automate routine actions with high confidence. When transactions exceed risk thresholds or policies require sign-off, Ashmyra halts the execution for human approval.
Zero-Touch Fast Path
Decisions that satisfy verified risk thresholds execute instantly without delaying the business.
Human Sign-Off Interface
The engine pauses downstream mutations and presents complete contextual telemetry to the decision-maker.
- • Customer identity & GST verified
- • 0 duplicate tax entities found
- • Risk score: LOW (Historical compliance 99%)
- • Cash flow velocity within safe bounds
Documents In. Structured Actions Out.
PDF invoices, signed contracts, delivery slips, and vendor quotes are ingested, verified, and mapped into relational ERP fields with zero human data entry.
Built for When Real Systems Fail.
External APIs timeout, third-party webhooks drop packets, and payment gateways return HTTP 503s. Ashmyra isolates failures so they never crash downstream operations.
See Every Workflow. Every Event. Every Decision.
Inspect step-by-step payloads, execution durations, latency milestones, and retry traces in real time.
Real Business Automation Blueprints
Select an operational domain below to inspect its exact trigger-to-outcome pipeline.
Sales & Inbound Leads
End-to-End Autonomous Pipeline
Qualify inbound requests in seconds, score ICP fit, route to the right account executive, and trigger customized outreach.
Better Data. Smarter Automation. Better Outcomes.
Ashmyra Automation acts as the high-speed execution layer on top of Ashmyra's Data Intelligence Platform — converting clean records directly into revenue-generating workflows.
The Ashmyra Intelligence Core
Our 4 core technology pillars form a continuous operating system for modern business.
AGENTIC AI
Reasoning and autonomous agent swarms that analyze market trends and execute creative tasks.
AUTOMATION
Resilient workflow orchestration, webhooks, and deterministic approval gates.
DATA & ANALYTICS
Multi-layer deduplication, golden record synthesis, and automated lead scoring.
ENTERPRISE SaaS
Modern operational systems (HRMS, CRM, Project Management) with zero code debt.
Connect Every Tool in Your Tech Stack
Realistic connectors organized by technical capability — integrating your databases, APIs, ERPs, and AI endpoints.
APIs & Webhooks
- REST Endpoints
- GraphQL Queries
- Inbound Webhooks
- Outbound Event Emitters
- Custom HTTP
Data Stores
- PostgreSQL & MySQL
- MongoDB & NoSQL
- Snowflake & BigQuery
- Redis Cache
- Vector Stores
Business Systems
- Salesforce & HubSpot
- SAP & NetSuite
- Workday & BambooHR
- Ashmyra CRM & HRMS
- Stripe & Razorpay
Communication
- SMTP & Resend
- Slack & Discord
- WhatsApp Business API
- Twilio SMS
- In-App Push
Files & Documents
- PDF Invoices & Receipts
- CSV & Excel Feeds
- JSON & XML Schemas
- Google Drive & S3
- Scanned Documents
AI Models & Reasoning
- OpenAI & Anthropic APIs
- Google Gemini Models
- Local Llama / vLLM
- Embedding Pipelines
- Custom Fine-Tunes
Visual for Operators. Programmable for Engineers.
Empower non-technical operators to build and monitor workflows, while granting engineers full freedom to embed custom code and APIs.
Deterministic Guardrails. Complete Auditability.
Role-Based Access Control
Fine-grained permissions for workflow authors, operators, and auditors.
Complete Execution History
Every execution is preserved with immutable step payloads and durations.
Approval Gates
Enforce multi-party sign-offs on high-value transactions.
Secrets Management
API credentials and tokens are encrypted at rest with AES-256.
Audit Trails
Tamper-evident logs of every configuration change and approval.
Failure Isolation
Errors in one task never corrupt adjoining workflows.
If You Can't See It, You Can't Improve It.
Every workflow execution feeds our operational telemetry engine, uncovering bottlenecks before they impact your business.
100+ Enterprise Products & Services Delivered via Freelancer.com
Proven architecture and deployment excellence spanning Workflow Automation & API Integration Engineering, autonomous agents, real-time data pipelines, and custom enterprise SaaS solutions worldwide.
Watch a Business Process Run Itself.
Product Preview · New Customer Onboarding Flow
The Ashmyra Vision
“Automation is no longer about connecting apps.
It's about connecting intelligence to execution.”
Bring Us the Process That Slows You Down.
We'll engineer the automation system that turns it into a measurable, resilient and intelligent workflow.