AI Agents & Automation
AI agents with LangGraph orchestration, guardrails, eval harness. Voice + chat. 2-6 wk pilot, then 6-12 wk production. India + GCC + US delivery.
- step run by the agent
- approval gate: a person signs off
- eval check passed before release
| Typical cost | $8,000–$35,000 (single-task to multi-step agent) |
|---|---|
| Timeline | 2–6 wk pilot, then 6–12 wk production hardening |
| Starting rate | From $25/hr |
| Core stack | LangChain, LangGraph, AG2 (formerly AutoGen) |
| Deployment | Your cloud, our cloud, or air-gapped on-premise |
What does an AI agents and automation project include?
It includes the design, build, and deployment of agents that plan multi-step tasks, call your APIs and tools, and log every action. Common use cases are IT support auto-resolution, sales research, finance reconciliations, data sync, and HR onboarding. Each build adds guardrails, human approvals for sensitive steps, audit trails with rollback support, and observability for debugging.
How much does it cost to build an AI agent?
A single-task AI agent typically costs $8,000 to $15,000, and a multi-step agent with tool use costs $15,000 to $35,000, according to our 2026 India cost guide. Multi-agent systems start at about $35,000, and enterprise agent platforms start at about $70,000. CognyX AI rates start at $25 per hour. Exact cost depends on workflows, integrations, and compliance needs.
AI development cost in India: full 2026 breakdownHow long does it take to put an AI agent into production?
A pilot takes 2 to 6 weeks and validates the agent in a controlled environment. Production hardening takes a further 6 to 12 weeks and covers security, edge cases, stress testing, and full API integration with your existing stack. Enterprise deployment with multi-region support, governance controls, and team training takes 3 to 6 months. Exact timing depends on scope.
Which frameworks do you use to build AI agents?
We build agents with LangChain, LangGraph, and AG2 (formerly AutoGen) for orchestration and multi-agent patterns. Agents connect to CRMs and ERPs, Slack and email, databases, task queues, and RPA platforms. Each tool call uses a defined schema, input validation, and an allow-list, so the agent can only run the actions you approve.
How do you keep AI agents secure and compliant?
Agents run with scoped credentials, per-tool rate limits, and human approval steps for risky actions. Every action goes into a full audit log. Controls support GDPR and HIPAA readiness and align with SOC 2 and ISO 27001 frameworks. Agents run containerized and isolated in your cloud or ours, and can also run in fully air-gapped on-premise environments.
When is an AI agent not the right fit?
An AI agent is often not the right first step when a task follows fixed rules and needs no judgment. For that work, n8n workflow automation can deliver about 80% of what custom-coded automation does at 30 to 40% of the cost, from $2,000 to $5,000 per workflow. Validate unclear use cases with a proof-of-concept before a full build.
AI Agents for Business Automation
We design and deploy intelligent automation agents that streamline workflows, reduce human error, and accelerate productivity. From IT support to finance and sales research, our AI-driven agents work alongside your teams to automate repetitive tasks while maintaining enterprise-grade security and compliance.
Our automation solutions are built using cutting-edge AI frameworks like LangChain, AG2, and advanced orchestration tools. Whether you want to optimize customer support, automate finance workflows, or scale IT operations, our automation agents help reduce operational costs and drive measurable ROI.
Outcomes & Proof Points
Real, measurable impact on manual efficiency, operational transparency, and scalable automation.
Reduce manual effort
Automate repetitive tasks and save team hours.
Consistent actions
Every action is logged with audit trails and rollback support.
Human in the loop
Keep control with approvals for sensitive steps.
Scalable automation
Deploy agents that scale across teams and regions.
Better Customer Experience
Offer faster, more consistent responses with 24/7 availability.
Common Use Cases
IT Support Auto Resolution
Triage incidents, run checks, apply known fixes, and create clean notes.
Sales Research & List Building
Find companies, enrich contacts, and draft first outreach for review.
Finance Reconciliations
Match records, flag exceptions, and propose fixes for approval.
Data Sync & Enrichment
Safely move data between systems with validations and checks.
HR & Employee Onboarding
Automate document verification, system access provisioning, and reporting.
Customer Support Chatbots
Answer FAQs, escalate complex issues, and resolve queries instantly.
Business Benefits
Faster Operations
Reduce turnaround time with automated workflows.
Cost Savings
Minimize resource overhead while improving efficiency.
Improved Accuracy
Reduce human errors with automated checks.
Enhanced Compliance
Stay audit-ready with complete logging and traceability.
Better Scalability
Easily add new automation agents as business needs grow.
Industries we serve
Education
EdTech
Finance
Logistics
Supply Chain
Manufacturing
Retail
eCommerce
Hospitality
Travel
Insurance
Real Estate
Telecom
How It Works
- 01
Planning & Memory
Break goals into steps, maintain short and long-term memory, avoid loops.
- 02
Tool Use & APIs
Define schemas, validate inputs, and enforce allow-lists for safe execution.
- 03
Guardrails & Approvals
Use scopes, rate limits, and human approvals to prevent risky actions.
- 04
Observability
Logs, metrics, and replay systems enable debugging and audits.
- 05
Continuous Improvement
Agents learn from data and feedback to improve over time.
Integrations
LangChain
AG2 (formerly AutoGen)
Task Queues
CRMs & ERPs
Slack & Email
Databases
RPA Platforms
Security & Compliance
Enterprise-grade safeguards designed to enforce strict access governance, operational transparency, and global regulatory alignment.
- 01
auth.scope0.1sleast-privilege token issued - 02
policy.check0.2srequest within policy - 03
pii.redact0.3spersonal data masked - 04
action.approveapprovedapproval required - 05
audit.log0.1sentry written
Rate Limits per Tool
Granular rate limiting controls applied at the tool level to prevent abuse, ensure fair usage, and maintain platform stability.
Abuse Prevention
Scoped Credentials
Fine-grained credential scoping ensures services and users can only access the exact resources required for their specific role.
Least Privilege
Full Audit Logs
Comprehensive and immutable audit trails capturing every action, request, and configuration change across your environment.
Traceability
GDPR & HIPAA Readiness
Built-in privacy and healthcare compliance controls supporting GDPR data rights management and HIPAA safeguards.
Regulatory Ready
SOC 2 & ISO 27001 Standards
Operational processes and security controls aligned with SOC 2 and ISO 27001 frameworks for enterprise assurance.
Enterprise Certified
Pricing & Timeline
Efficient delivery modules designed for rapid scale.
- 01
Pilot Phase
2-6 Weeks
Rapid deployment of a functional prototype in a controlled environment to validate AI performance and user adoption.
- 02
Production Hardening
6-12 Weeks
Optimizing for security, reliability, and edge-case handling. Includes stress testing and full API integration with existing stacks.
- 03
Enterprise Deployment
3-6 Months
Global scale-out with multi-region support, custom governance controls, and comprehensive team training/onboarding.
*Pricing is customized based on integration complexity and volume.
About Us
We are a dedicated AI development and automation company helping businesses transform their operations through intelligent AI-powered systems and enterprise automation solutions.
Our Mission
To deliver scalable, compliant, and high-impact AI automation solutions that drive measurable ROI and future-ready operations.
- Industries
- Healthcare
- Finance
- Retail
- Enterprise Operations
- Technologies
- AI AgentsAutonomous Decision Systems
- RPARobotic Process Automation
- Generative AIContent & Workflow Automation
- Enterprise AI DeploymentScalable & Secure Infrastructure
- Compliance
- Our enterprise-grade deployments ensure scalability, regulatory compliance, security, and measurable business outcomes for organizations worldwide.
FAQ
Where will agents run?
In your cloud or ours, containerized and isolated.
How do you prevent risky actions?
Approval steps, allow lists, and strict rate limits.
Can agents collaborate?
Yes, we design multi-agent patterns with clear roles.
How do we measure ROI?
Baseline time and error rate, then compare after rollout.
Do you support on-premise setups?
Yes, we can deploy agents in fully air-gapped environments.
Articles on AI Agents & Automation
CognyX shipped a production-ready AI agent that integrates with our LMS and support stack. Clean architecture, secure data handling, on-time delivery and fewer support tickets.
Jerry Xiao, AI Code AcademyRecent Case Studies
See how we've shipped production AI for teams that need AI agents and automation — with the architecture and measured outcome behind each build.
Real Estate
n8n Workflow Automation for a Real Estate Firm
Connected 8 apps and eliminated 20+ hours per week of manual work.
EdTech
Autonomous AI Agent for an EdTech Academy
Clear uplift in engagement and fewer support tickets, delivered on time.
Tell us what you want to automate.
Free 30-min AI architecture review.
- [email protected]
- Phone
- +91 99748 12447
- Chat on WhatsApp