Platform Architecture
Decisio is an AI-native decision intelligence platform built specifically for MSMEs. Unlike traditional BI tools that show you what happened, Decisio tells you what to do — and can even do it for you with your approval.
Data Layer
Your business data
AI Agents
Analyze & decide
Human Review
Approve decisions
Execution
Take action
The Five AI Agents
Decisio uses five specialized AI agents, each focused on a specific decision domain. They work independently but share insights to provide holistic recommendations.
Astra
Pricing Agent
Optimizes prices based on demand elasticity, competition, and margins
Orion
Forecast Agent
Predicts demand using ensemble ML models with confidence intervals
Nova
Inventory Agent
Calculates optimal stock levels and reorder points
Sentinel
Risk Agent
Detects anomalies and assesses business risks
Pulse
Promotion Agent
Optimizes promotion strategy and timing
Key Principles
1. Decisions, Not Dashboards
Traditional BI tools show you metrics and leave the interpretation to you. Decisio goes further — our agents analyze data, generate specific recommendations, and explain their reasoning. You get actionable decisions, not just charts.
2. Human-in-the-Loop
AI augments human decision-making, it doesn't replace it. Every recommendation comes with:
- Clear explanation of the reasoning
- Confidence score with uncertainty quantification
- Expected impact (revenue, margin, risk)
- Option to approve, modify, or reject
You control which decisions auto-execute and which require human review.
3. Continuous Learning
The platform learns from every decision. When you approve, reject, or modify recommendations, the AI incorporates this feedback to improve future suggestions. Models are retrained regularly based on actual outcomes.
4. Explainable AI
No black boxes. Every recommendation includes the factors that influenced it, the data points considered, and the trade-offs evaluated. You can always understand why the AI made a particular suggestion.
Data Flow
Data flows through Decisio in a continuous cycle:
- Ingest: Connect your data sources (Shopify, Zoho, CSV, etc.)
- Process: Data is cleaned, normalized, and enriched
- Analyze: AI agents analyze patterns and generate insights
- Decide: Specific recommendations are generated with explanations
- Review: Humans approve/modify high-impact decisions
- Execute: Approved decisions sync to your systems
- Learn: Outcomes feed back to improve models
Security & Privacy
Your data is yours. Decisio is designed with enterprise-grade security:
- Data encrypted at rest and in transit
- Tenant isolation — your data never mixes with others
- SOC 2 Type II compliance
- GDPR compliant with data residency options
- Role-based access control