Choose your starting point
Select the path that matches where your business is today.
Explore an AI Opportunity
Assess your operational workflows and identify high-value AI feasibility before writing code.
Build an AI MVP
Engineer a fast, production-grade prototype to test AI capabilities with real business data.
Automate a Workflow
Deploy custom n8n and API pipelines to eliminate manual document and data handling.
Add AI to Existing Software
Integrate LLMs, AI search, or autonomous agents directly into your CRM, ERP, or web app.
AI capabilities engineered for performance
We deliver modular AI components designed for reliability and seamless API integration.
AI Agents & Assistants
Autonomous task-solving agents that execute complex multi-step workflows.
AI Workflow Automation
Custom n8n and API orchestration connecting operational business applications.
Document Intelligence
Automated document parsing, data extraction, and structured classification.
AI Search & Knowledge Systems
Vector search (RAG) providing instant retrieval across your internal company docs.
Predictive Analytics
Machine learning models predicting demand, churn, and operational trends.
Computer Vision
Visual classification, image inspection, and automated document analysis.
AI Integrations
Seamless API integration with OpenAI, Anthropic, Gemini, and open-source models.
Data Pipelines
Clean data ETL pipelines, embeddings generation, and vector store management.
Type-safe SDKs and modular API orchestration
Our AI software exposes clean REST and Python/TypeScript SDK endpoints. Connect document parsing pipelines, autonomous task routers, and private vector stores into your existing codebase without complex dependencies.
# NovCleda AI Agent SDK - Production Dispatch
from novcleda_ai import AgentCluster, RAGVectorPipeline
cluster = AgentCluster(api_key="nc_live_9941a8")
pipeline = cluster.connect_rag(collection="enterprise_contracts")
response = await cluster.dispatch_task(
workflow="invoice_audit_and_reconciliation",
input_payload={"pdf_uri": "s3://finance/inv_8820.pdf"},
confidence_threshold=0.95,
human_in_the_loop=True
)
print(f"Status: {response.status} | Time: {response.latency_ms}ms")Specialized AI systems built for production scale
Engineered software solutions combining autonomous task agents, document extraction pipelines, and high-load web architectures.
Multi-Agent Workflow Orchestration for Complex Business Operations
Autonomous task-solving agents that interpret unstructured business input, trigger external software APIs, and coordinate multi-step approvals with human-in-the-loop oversight.
Automated Document Intelligence & Vector Knowledge Retrieval
Extract structured data from contracts, invoices, and technical PDFs with high accuracy. Connect your internal company knowledge base with private vector embeddings for instant semantic search.
Full-Stack Enterprise AI Applications with Strict Data Governance
From responsive Next.js analytics dashboards to high-throughput Python API microservices, we build scalable production systems with strict role-based access control and zero data retention.
Where AI creates business value
High-leverage operational areas where AI automation delivers immediate productivity gains.
Customer Support
Intelligent triage, automated answers, and agent assist.
Back-Office Operations
Invoice processing, data entry, and record validation.
Document Processing
Contract analysis, PDF extraction, and summary generation.
Internal Knowledge
Instant enterprise document search across manuals & SOPs.
Sales Workflows
Lead enrichment, communication summarization, and follow-ups.
Automated Reporting
Executive metric summaries generated from raw operational data.
Operations Monitoring
Anomaly detection and proactive system notification workflows.
AI Readiness Assessment
Before deploying models, we evaluate 6 practical pillars to ensure your organization is positioned for successful AI software implementation.
Business Problem
A clear operational bottleneck or product capability requirement.
Available Data
Structured or unstructured data sources ready for ingestion.
Existing Systems
Clean APIs or database access points for integration.
Security Scope
Defined data privacy, access controls, and compliance boundaries.
Human Review
Human-in-the-loop verification rules for critical decisions.
Success Metrics
Measurable ROI targets (time saved, speed, accuracy).
Start with the problem, not the algorithm
Successful AI implementation starts by identifying measurable human friction. Whether automating document parsing or training custom RAG pipelines, NovCleda focuses strictly on code that works in production.
Our 9-step AI delivery process
A methodical engineering pipeline designed for accuracy, security, and smooth deployment.
Discover
We audit your workflow to pinpoint where AI creates genuine ROI.
Feasibility
We validate data availability, model accuracy, and latency constraints.
Prototype
We build a fast working prototype to verify model performance.
Architecture
We design secure API contracts, database schemas, and data pipelines.
Development
Our engineers build clean, maintainable backend and frontend code.
Integration
We connect AI modules smoothly into your CRM, ERP, or web app.
Testing
Rigorous testing for edge cases, prompt safety, and benchmark accuracy.
Deployment
Production release with monitoring, rate limits, and fallback rules.
Improvement
Continuous feedback loop refinement, model updates, and optimization.
Realistic AI & engineering stack
We build using battle-tested frameworks, proven LLM APIs, and maintainable cloud architectures.
Models & LLM APIs
Python & AI Frameworks
Application Layer
Data & Vector Stores
Cloud & Infrastructure
Workflow Automation
Seamless integration with existing software
You don't need to rebuild your technology stack to leverage AI. We integrate directly.
CRM Systems
Salesforce · HubSpot · Custom
ERP Systems
SAP · NetSuite · Odoo
Web Applications
Next.js · React · Node.js
Mobile Applications
iOS · Android · Cross-platform
Internal Admin Tools
Dashboards · Portals · Intranets
REST & GraphQL APIs
Custom · OpenAPI · Webhooks
Vector Databases
Pinecone · pgVector · Weaviate
n8n Automation
Workflow · Triggers · Webhooks
Security, compliance & human governance
AI systems built with transparent guardrails, data privacy, and human oversight.
Granular Permissions
Strict role-based access control protecting sensitive data.
Data Minimization
Only sending required context to model endpoints without storing raw PII.
Complete Auditability
Comprehensive logging of all AI prompts, responses, and token usages.
Human-in-the-Loop
Automated workflows requiring human confirmation for critical actions.
Validation & Fallbacks
Strict output schema validation and graceful fallback logic.
System Monitoring
Real-time performance tracking for response times, accuracy, and cost.
Frequently asked questions about AI development
Clear answers about data privacy, model selection, integrations, and ongoing support.
Not sure where AI fits yet?
Start with the workflow or business problem, not the model.