AIConnect
Introducing AI Agent Platform v3.0

AI AgentsWorking for You

Production-grade autonomous AI agents, fine-tuned Whisper speech analytics, private local LLMs, and self-healing AWS cloud automation engineered for enterprise scale.

10K+
Active Users
99.9%
Uptime
50M+
Tasks Automated
24/7
Support
ai-agent-terminal
$ai-agent deploy --service=analytics
Deploying AI agent to cloud...
Connecting to local terminal...
✓Agent deployed successfully!
$_
THE AGENT HARNESS

Build Your Personalized AI Agent

Use plain text files to build an AI Operating System. Command your agent to create viral marketing reels and increase your reach effortlessly.

Chat vs. Agents

Chat (question-to-answer)

"Write a post idea"
→
"Here is an idea..."

Agents (goal-to-result)

Goal
Observe
Act
Think
Result
Active Goal
"Create Marketing Reels to Increase Reach"

Building the "AI Operating System"

Agents.md

Sets the permanent role, business context, and working preferences.

# Role: Marketing Director # Goal: Increase Reach # Tone: Engaging & Viral
Memory.md

Records corrections and learned preferences to improve over time.

- Prefers short reels under 30s - High engagement on weekends - Avoid overly salesy tone
Skill.md

Acts as a Standard Operating Procedure (SOP) for specific tasks.

1. Analyze trending audio 2. Generate hook script 3. Create visual prompts 4. Schedule post
Model Context Protocol

Allows agents to 'speak' to apps natively to execute the marketing plan.

Connected: Instagram API, Video Gen API, Notion Planner
MCP Connectivity:
UNIFIED ORCHESTRATION

Connect Everything

Seamlessly orchestrate workflows across local systems and cloud platforms

AI Command Center

Neural Orchestration Engine

ACTIVE

Active Workflows

Deploy Pipeline
Running
Log Analysis
Running
Auto Scaling
Uptime

99.9%

Tasks/Hour

2.4K

AWS Cloud

Connected
24 instances

Google Cloud

Active
12 services

Local Terminal

Live
8 machines

Docker

Running
16 containers

Kubernetes

Healthy
4 clusters

Database

Synced
6 instances
Connected

6

Platforms

Active

70

Resources

Running

12

Workflows

Automated

2.4K

Tasks Today

AGENT MANAGEMENT DASHBOARD

Centralized Agent Governance & Quotas

Monitor live LLM token quotas, active agent pools, parallel execution streams, and tier scaling from an enterprise control room.

AI

AIConnect

AGENT ENGINE
JS

CORE PLATFORM

GOVERNANCE & TOOLS

ADMINISTRATION

Billing & Token Quotas

Professional Plan Active

Track monthly LLM token consumption, agent limits, active streams, and tier upgrades

MONTHLY TOKENS
85% Used
850,000/ 1,000,000 Tokens
Approaching quota limit (85%). Resets in 12 days.
ACTIVE AGENTS
80% Used
12/ 15 Agents

3 agent slots available in current plan.

CONCURRENCY STREAMS
80% Peak
8/ 10 Parallel Streams

Peak parallel execution throughput: 8 streams.

Workspace Subscription Plans

Scale your agent workforce with enterprise token throughput

Core Product Solutions & Services

Enterprise AI Powering
Next-Gen Automation

Explore AIConnect's 6 core engineering pillars designed for contact centers, air-gapped security, cloud DevOps, FinOps optimization, and massive data ingestion.

High Precision STT

Fine-Tuned Whisper Models for Call Centers

Real-Time Speech-to-Text & Diarization

High-accuracy, ultra-low latency speech-to-text models tailored for noisy call center environments, speaker diarization, real-time analytics, PII redacting, and sentiment tracking.

Whisper v3TensorRT-LLMvLLMPyTorchRedisWebSockets
Latency<20ms
AccuracyDomain-Tuned
Noise Filtering35dB SNR
View Architecture Overlay Deep Dive
100% Offline Privacy

Local AI Agents for Specific Local Tasks

Zero-Cloud Air-Gapped Desktop Agents

Privacy-first, zero-cloud-dependency desktop & edge agents that run on local hardware to automate OS workflows, sensitive file processing, and desktop tasks securely offline.

OllamaLlama 3.3ONNX RuntimeElectronSQLite VectorPython
Cloud Risk0%
ResponseLocal GPU
Data LeakageZero
View Architecture Overlay Deep Dive
5x Dev Velocity

Custom AI Agent Building & Multi-Agent Orchestration

Autonomous Enterprise Workflow Systems

Tailored enterprise agentic workflows with custom tool integrations, long-term memory layers, dynamic task decomposition, and human-in-the-loop validation.

LangGraphLlamaIndexAutoGPTFastAPIRedis QueuePostgreSQL
Throughput10k tasks/hr
Reliability99.9%
Human GuardrailsHITL Built-in
View Architecture Overlay Deep Dive
Automated MTTR Reduction

AWS Cloud Infra Automation via AI Agents

Autonomous Infrastructure & IaC Management

Autonomous agents for IaC (Terraform/CloudFormation), CI/CD pipeline repair, zero-downtime deployments, auto-remediation of cloud alerts, and cloud infrastructure operations.

AWS TerraformCloudFormationAWS CDKGitHub ActionsPythonAWS EventBridge
MTTR<3 Mins
Deploy SpeedAccelerated
IaC CoverageComprehensive
View Architecture Overlay Deep Dive
FinOps Cost Optimization

Security Compliance & Cloud Cost Optimization (FinOps & DevSecOps)

Automated SOC2 Auditing & AWS Savings

AI-driven automated SOC2/ISO 27001 auditing, IAM privilege policy optimization, real-time threat detection, and AWS Cost Explorer / spot instance cost reduction.

AWS Cost ExplorerGuardDutyProwlerOpenTofuPythonSOC2 Engine
AWS SpendOptimized
Audit SpeedAutomated
IAM RiskMinimised
View Architecture Overlay Deep Dive
100k+ msg/sec

Enterprise ETL Data Pipelines (AWS Glue, S3, OpenSearch, Lambda)

High-Throughput Vector RAG & Analytics Pipelines

High-throughput AI data pipelines for vector ingestion, real-time streaming, automated ETL transformations, and OpenSearch/ElasticSearch hybrid RAG indexing.

AWS GlueAWS S3OpenSearchAWS LambdaApache PySparkKinesis
Throughput100k msg/s
RAG Query<50ms
Data Compression80%
View Architecture Overlay Deep Dive
Proven Enterprise Use Cases & ROI

Real-World Architectures In Action

Select a case study to explore live command executions, pipeline workflows, and key business ROI metrics across our 4 primary deployment scenarios.

aiconnect-orchestrator-cli v4.2
❯aiconnect-voice-cli stream --channel pbx-line-409 --model whisper-v3-finetuned --diarize
🎙 Ingested 48kHz RTP audio stream from Avaya PBX (Channels 1 & 2)
⚡ TensorRT Whisper v3 inference completed (17.4ms average latency)
👥 Diarized speakers: Speaker 1 (Customer), Speaker 2 (Agent)
🛡 Masked PII: Credit Card [XXXX-XXXX-XXXX-4291] & SSN [XXX-XX-8910]
📊 Real-time sentiment score: Positive (0.89) → Syncing to CRM dashboard
❯
Pipeline Architecture: SIP/RTP Telephony Stream → DeepFilterNet Noise Cancellation → TensorRT Whisper v3 → PyAnnote Diarization → Real-Time WebSockets Agent Co-Pilot Dashboard.
High Precision | Sub-20ms Latency

Call Center Intelligence (Whisper)

Real-Time Diarization & PII Redaction

Latency18ms
PII MaskingAutomated
Agent CopilotActive

Verified Business Outcomes

Eliminated PCI-DSS audit compliance violations across 500+ agents
Reduced average call handling time (AHT) by 2.4 minutes per call
Automated 100% of post-call summary notes generation
Request Custom Case Study & Demo
ENTERPRISE IMPLEMENTATION METHODOLOGY

From Design to Production Deployment

A standardized engineering process for deploying scalable, secure, and cost-optimized AI agent systems

01

Connect Cloud & Systems

Integrate your AWS infrastructure, vector databases, local LLM environments, and internal APIs via standardized OpenAPI schemas and IAM roles.

OpenAPI 3.0 Schemas
AWS IAM Least-Privilege
Air-Gapped Local Endpoints
02

Orchestrate Multi-Agent Swarms

Define state transition rules, structured tool bindings, and Human-in-the-Loop validation gates using cyclic state graphs and Model Context Protocol (MCP).

Model Context Protocol (MCP)
LangGraph State Checkpoints
Human-in-the-Loop Gates
03

Deploy & Monitor Continuously

Provision self-healing serverless infrastructure backed by automated Terraform IaC, SOC2 security auditing, and continuous FinOps cost optimization.

Terraform / OpenTofu IaC
SOC2 Security Audit Traces
AWS Cost Anomaly Tracking

Ready to Architect Enterprise AI Systems?

Schedule a technical consultation with our lead architects to review your AI agent, voice, or AWS cloud infrastructure requirements.

Schedule Architecture Consultation

Tailored architectural review • Engineer-to-engineer technical evaluation

Enterprise Stack & AI Standards

Powered by battle-tested frameworks for enterprise multi-agent orchestration, local speech AI, zero-trust cloud security, and FinOps.

AI & Speech Engines

AWS Bedrock
Whisper v3
Ollama Edge

Orchestration & RAG

LangGraph & MCP
OpenSearch Vector
TypeScript / Node

Cloud Automation & FinOps

Terraform IaC
AWS CloudWatch / Glue
AWS Cost Explorer API

Security & DevSecOps

Kubernetes (EKS)
Docker Containers
IAM Policy Minimizer
GET IN TOUCH

Ready to Get Started?

Discuss custom AI agents, fine-tuned speech analytics, local LLMs, or AWS cloud architecture with our engineering team.

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