The platform
One decision engine for every high-value “where” question.
Configure objectives, evidence, agents and constraints around the way your enterprise allocates capital and operates physical assets.
Discuss your decision workflow
Business questions supported
The same engine answers every “where” question.
Every industry is another application built on the same platform.
Where should the next store open?
Where should the warehouse be?
Where should towers be upgraded?
Where should the next clinic be built?
Where should the next site be developed?
Architecture
Four stages, one continuous pipeline.
Every decision flows through the same four stages, in order.
01
Intelligence layer
Geospatial, mobility, demographic, commercial, environmental, infrastructure and approved enterprise data.
02
Specialized agents
Decision roles investigate demand, feasibility, competition, finance, risk and sustainability.
03
Simulation and optimization
Alternatives are compared against objectives, constraints and scenarios.
04
Decision and explanation
Ranked actions reveal trade-offs, evidence and the reasoning behind a recommendation.
Specialized agents
Every decision is investigated by a team, not a single model.
Each agent owns one piece of the picture, working in parallel. Their findings are stitched into a single ranked, explainable recommendation — the one output your team actually acts on.
8 specialized agents — Market Intelligence Agent, Demand Prediction Agent, Infrastructure Agent, Competitor Intelligence Agent, Financial Feasibility Agent, Risk Agent, Sustainability Agent, Workflow Optimization Agent — work in parallel, sometimes cross-checking each other, and feed the Recommendation Agent, which combines their findings into one ranked, explainable action.
Market Intelligence Agent
Reads demand, competition and market signals around a location.
Demand Prediction Agent
Forecasts usage and footfall before capital is committed.
Infrastructure Agent
Assesses site, grid and infrastructure readiness.
Competitor Intelligence Agent
Maps competitive density and positioning.
Financial Feasibility Agent
Models cost, ROI and payback.
Risk Agent
Surfaces regulatory, environmental and operational risk.
Sustainability Agent
Scores environmental and ESG impact.
Workflow Optimization Agent
Sequences rollout, resourcing and timing once a decision is made.
From objective to action
Shown to explain how a decision process may work. It does not represent a named customer deployment.
- 01DefineObjective and constraints
- 02UnderstandRelevant physical-world signals
- 03CompareLocations and scenarios
- 04RecommendRanked next actions
- 05ExplainTrade-offs and evidence
Designed for scrutiny
Human judgment stays in the decision.
Agnivanta is designed to make criteria, evidence and trade-offs inspectable. Teams can review recommendations, challenge assumptions and compare scenarios before acting.
Security, governance and integration claims will be published only when the corresponding product controls are approved.
Start with the decision