Masanawa
Enterprise Software
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Artificial Intelligence & Intelligent Automation

Harness generative AI and predictive machine learning to automate labor-intensive operations. We architect autonomous agents, domain-specific semantic search engines, intelligent document processing pipelines, and conversational AI interfaces integrated directly into your existing ERP or CRM.

Typical Sprint 4 to 10 Weeks
Engagement Fixed Milestone Pilot · AI Engineering Retainer
IP Handover 100% Client Assigned
Included Milestones

Milestone Scope & Deliverables

✓
Custom autonomous AI agent system integrated with your corporate databases
✓
Secure Enterprise RAG pipeline (Retrieval-Augmented Generation) with vector search
✓
Model fallback chains, token cost optimization, and rate-limiting guardrails
✓
Intelligent document extraction & classification microservice
✓
Data privacy governance: zero third-party training data exposure
Engineering Depth

Key Architectural Standards

Domain-Specific Enterprise RAG

Accurate answers grounded exclusively in your internal manuals, contracts, and knowledge base.

Multi-Agent Workflow Execution

Coordinated AI agents that research, synthesize, validate, and execute complex business tasks.

Strict Data Confidentiality

Enterprise isolation ensuring customer and corporate data is never used to train public LLM models.

High-Availability Fallbacks

Automatic multi-model failover chains ensuring 99.9% uptime despite provider outages.

Roadmap

Phase-by-Phase Execution

01

Data Feasibility & Discovery

Assessing document quality, vector embedding strategies, and accuracy criteria.

02

RAG & Agent Architecture

Building chunking strategies, vector store indexing, and tool execution routines.

03

Hallucination Defense & Guardrails

Rigorous benchmarking against edge cases and prompt injection attacks.

04

Production Deployment & Observability

Integrating with business apps and deploying real-time LLM telemetry.

Scope Artificial Intelligence & Intelligent Automation

Target Persona:

Enterprises with extensive proprietary data, customer support centers, legal/financial analysis teams.

Technology Stack:
Google Gemini API LangChain LlamaIndex Pinecone / pgvector Python Node.js Redis QStash
Post-Launch Warranty 90 Days
Confidentiality Mutual NDA
Invoicing Currencies USD, EUR, GBP, NGN
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