AGENTIC AI • ENERGY SYSTEMS • FINANCE

AI agents for energy operations, trading and finance.

AgentsLayer builds intelligent AI agent systems focused on the energy domain — EMS, energy trading, forecasting, battery optimisation and control strategies — with an additional finance vertical for analysis, decision support and workflow automation.

AI Agents Built for real workflows
Energy Focus EMS, trading, control
Finance Decision intelligence
LIVE ORCHESTRATION

EMS + Trading Agent Layer

Active
Battery SoC 84%
Site Load 42.6 kW
Solar Output 31.2 kW
Trading Signal SELL
Forecast Agent
EMS Optimiser
Trading Agent
Forecast confidence94%
Battery actionDischarge 18 kW
Grid stateImport bias 1.1 kW
Agent modeAutonomous
Battery AI Optimisation live
📈
Trading AI Signal execution
EMS AGENTS ENERGY TRADING FORECASTING BATTERY OPTIMISATION ASSET CONTROL STRATEGY FINANCE AUTOMATION EMS AGENTS ENERGY TRADING FORECASTING BATTERY OPTIMISATION

AI agents designed around domains that need decisions, control and execution.

Our focus is not generic chatbots. We build domain-shaped agent systems that connect to real data, interpret signals, coordinate workflows and drive action.

CORE DOMAIN

Energy AI Agents

Intelligent agents for EMS, energy trading, forecasting, battery optimisation, asset orchestration and site-level control strategy.

  • Energy Management Systems (EMS)
  • Energy trading intelligence
  • Generation, demand and price forecasting
  • Battery dispatch and optimisation
  • Control strategy for solar, battery, EV and site assets
SECOND DOMAIN

Finance AI Agents

Agent systems that support financial workflows, analytical reasoning, process automation and decision support.

  • Financial analysis assistants
  • Reporting and monitoring workflows
  • Reconciliation and operations support
  • Data-driven decision assistants
  • Workflow automation across tools and teams

AI agents for the modern energy stack.

Built for operators, aggregators, clean-energy businesses and smart asset platforms.

01
EMS

EMS Agents

Agents that monitor, analyse and assist energy management systems with control decisions, alerts and autonomous workflows.

02
TRD

Energy Trading Agents

AI support for signal interpretation, bid or offer preparation, decision support and operational trading workflows.

03
FCT

Forecasting Agents

Agents for site demand, generation, tariff and price forecasting that convert data into forward-looking decisions.

04
BMS

Battery Optimisation

Charge-discharge optimisation, SoC strategy, flexibility logic, dispatch support and operational intelligence.

05
CTL

Asset Control Strategy

Decision logic and orchestration across solar, battery, EV charging, heat pumps and broader site energy assets.

06
AIO

End-to-End Energy Intelligence

Unify EMS, forecasting, optimisation and trading inside one AI agent layer that helps your business act faster and smarter.

Talk about your use case ↗

AI agents for finance and analytical workflows.

Beyond energy, AgentsLayer can power finance-focused workflows where structured decisions, monitoring and data interpretation matter.

01

Finance workflow automation

Agents can assist with process-heavy workflows, repetitive actions, exception handling and operational support.

02

Analytical assistants

Turn financial data into summaries, comparisons, trend insights and action-oriented explanations.

03

Reporting intelligence

Generate reports, identify anomalies, organise operational data and support internal teams with faster access to insight.

04

Decision support agents

Provide context-aware recommendations for business operations, data review and process decisions.

What AgentsLayer can build for you.

01
AG

Custom AI Agents

Purpose-built agents that operate across your data, workflows, tools and user interactions.

  • Single-agent and multi-agent systems
  • Tool use and orchestration
  • Business workflow execution
02
DP

AI Platforms & Dashboards

Modern product interfaces and operating dashboards for AI workflows, domain actions and decision visibility.

  • Operator dashboards
  • Real-time interfaces
  • Secure user experiences
03
EN

Energy Intelligence Systems

Software for energy insights, battery logic, forecasting, site analytics and asset behaviour visibility.

  • EMS support logic
  • Trading and tariff intelligence
  • Control-aware systems
04
CL

Cloud & Backend Engineering

Reliable infrastructure and application backends for data pipelines, AI products and operational systems.

  • AWS architecture
  • APIs and integrations
  • Monitoring and deployment
05
AN

Forecasting & Analytics

Turn operational data into predictive views, actionable metrics and executive-level intelligence.

  • Time-series analytics
  • Forecast-driven decisions
  • Operational reporting
06
CT

Technical Strategy

Architecture, roadmaps and domain-aware product thinking for businesses moving into AI systems.

  • System architecture
  • CTO-level guidance
  • 0-to-1 execution support

How we shape agent systems.

01

Discover

Understand the domain, decision logic, data sources and business outcomes.

02

Design

Map the agent architecture, workflows, interfaces, integrations and safety constraints.

03

Build

Develop the AI layer, domain logic, user experience and supporting data or cloud systems.

04

Operate

Deploy, monitor, improve and scale the system based on real-world behaviour and usage.

Bring AI agents into your energy or finance workflows.

Whether you need EMS intelligence, battery optimisation logic, trading support, forecasting agents or finance workflow automation — AgentsLayer can turn your use case into a polished AI product.

Let’s discuss your AI agent use case.

Share what you want to automate, optimise or orchestrate. We can help across energy systems, trading workflows and finance-related operational intelligence.

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