Autonomous AI Agents & Multi Agent Systems
The Difference Between a Copilot and an Agent
Planning & Reasoning
Agents don't just answer; they plan. They break complex goals (e.g., "Onboard Client") into sequential steps and execute them one by one.
Tool Execution
Agents are authorized to use tools. They can look up data in Salesforce, send emails via Gmail, and create tickets in Jira via API.
Collaboration
We deploy "Swarms" where specialized agents (e.g., a Researcher and a Writer) hand off tasks to each other to complete a complex job.
Your New Digital Workforce
Orchestrator (Supervisor) Agents
Analyzes user requests and delegates tasks to sub-agents. Maintains the state of the workflow and ensures completion.
Research & Analysis Agents
Browses the web or RAG systems to gather information. Synthesizes data into structured reports (e.g., Competitor Analysis).
Operational/Transactional Agents
Executes API calls: Creating CRM records, processing refunds, or scheduling meetings. Works with strictly defined API schemas.
Document Processing Agents
Extracts specific fields from documents. Validates accuracy against database records.
Coding & Data Agents
Writes and executes Python/SQL code to analyze datasets. Generates charts and debugs error logs autonomously.
Compliance & Safety Agents
Reviews the output of other agents before it reaches the user. Checks for PII leaks, hallucination, or policy violations.
Built on Cutting Edge Frameworks
Orchestration
LangGraph
CrewAI
Microsoft AutoGen
OpenAI Swarm
LLM Brains
GPT-4o
Claude 3.5 Sonnet
Llama 3
Tooling
LangChain Tools
Slack SDK
Zapier NLA
Memory
MemGPT
Redis
Pinecone
The "Supervisor-Worker" Architecture
Agents in Production: Real Results
KYC & Onboarding Swarm
A "Document Agent" extracts ID data, a "Risk Agent" checks sanctions, and a "Communication Agent" emails the client. Reduced onboarding time by 80%.
Logistics Exception Handler
An autonomous agent monitors shipment delays, re-calculates routes via API, and notifies vendors automatically.
L2 Technical Support Agent
An agent that reads logs, queries the code repo, suggests a fix, and drafts the reply for a human engineer to approve.
Solutions Powered by Agents
Customer Support
Resolve tickets and refunds.
Sales Intelligence
Research and outreach.
Compliance Checks
Audit docs against policy.
Engineering & Safety Questions
What happens if an Agent gets stuck or hallucinates?
We implement “Human-in-the-Loop” checkpoints. For critical actions (like sending money or deleting files), the Agent must pause and request human approval via Slack or Email before proceeding.
Can Agents interact with our internal apps?
Yes. We use standard Function Calling (OpenAI/Anthropic) to connect agents to your APIs. We can also build custom MCP (Model Context Protocol) servers for secure integration.
How do you prevent infinite loops?
We use State Machines (LangGraph) rather than open-ended loops. Every agent has a maximum number of steps (e.g., 5 attempts) before it must abort and alert a human supervisor.
Delivering AI Solutions Across the Globe
- India
- USA
- UAE
- Europe
- Singapore
- Australia
Ready to Hire Your Digital Workforce?
Move from manual workflows to autonomous execution.