INDEPENDENT ENERGY INFRASTRUCTURE

Connect equipment and energy markets.
Clear data. Traceable actions.

KUNIES is designed to connect a business’s solar, battery, electricity-use, and market data. See costs and revenue together, compare trading strategies with AI, automate alerts and reports, and track whether instructions were carried out and results matched expectations.

Discuss your integration needs ↗︎Our position and focus ↓︎
One API. Connected Energy Markets.Independent Energy Connectivity & Automation Infrastructure
KUNIES / CONNECTED INTELLIGENCEPRODUCT ARCHITECTURE
01
Asset ConnectAsset data integration
↗︎02
Market ConnectMarket & aggregator connectivity
↗︎03
Workflow StudioTrading & operations workflows
↗︎04
Change IntelligenceChange detection & impact analysis
↗︎

Connect data →︎ Compare opportunities →︎ Track execution →︎ Understand changes.

ENERGY × API × INTELLIGENCEConnected from data to action.
01 / DATAAsset Connect02 / CONTEXTMarket Connect03 / ACTIONWorkflow Studio04 / FEEDBACKChange Intelligence
↳︎ Execution results and change events feed back into analysis and workflows. ↰︎
CONNECTED INPUTS / SHARED CONTEXT

Connect more than device readings. Connect the evidence behind each transaction.

Equipment records generation, markets provide prices, and trading systems record outcomes. KUNIES is designed to connect these records by site and time so teams can compare what they expected with what actually happened, without manually combining separate reports.

01 / SOLAR · BATTERIES · METERS

Assets & site systems

  • Electricity generated and used, remaining battery charge, charging status, and equipment limits.
↗︎ Establish available capacity and delivery windows
02 / FORECAST · LOAD · AVAILABILITY

Forecasts & operating constraints

  • Connect generation and load forecasts, maintenance schedules, energy reserves, and customer demand
  • Distinguish measured, forecast, and configured values.
↗︎ Give participation assessments explicit constraints
03 / MARKET API · AGGREGATOR · RULES

Markets & trading services

  • Market prices, product requirements, submission deadlines, aggregator invitations and dispatch requirements, and effective rule versions.
↗︎ Match opportunities to delivery requirements
04 / ORDER · ACK · TELEMETRY · SETTLEMENT

Transaction & execution results

  • Submission responses, awards, command acknowledgements, delivered output, and settlements linked to the same event by identifiers and timestamps.
↗︎ Reconcile commands, delivery, and realized revenue
CONTEXT FOR EVERY RECORDSite / asset IDTime / unitsQuality / freshnessEvent / command IDSource / rule version
KUNIES / THE ENERGY INFRASTRUCTURE STACK

Turn disconnected systems into connected energy operations.

KUNIES is building an independent energy connectivity and automation platform. It connects existing systems, bringing equipment data, market information, team workflows, and change tracking together so cost analysis and trading operations share the same data.

APPLICATIONS / WHERE DATA CREATES VALUE
Cost & revenue analyticsEnergy operationsTrading & settlementReporting / AI applications
↑︎ STANDARDIZED DATA · WORKFLOWS · CHANGE EVENTS ↓︎
KUNIES / CONNECTED INTELLIGENCEENERGY CONNECTIVITY & AUTOMATION INFRASTRUCTURE
04
Change IntelligenceTrack changes & impacts

Track API, data, and rule changes; identify affected calculations and workflows.

↗︎03
Workflow StudioCoordinate workflows

Connect conditions, approvals, notifications, and returned results in traceable workflows.

↗︎02
Market ConnectApply prices & rules

Map prices, tariffs, contracts, and settlements with effective versions.

↗︎01
Asset ConnectUnify asset data

Align assets, measurements, and sites across vendors, retaining source and quality.

↗︎
01 — 04DATA →︎ RULES →︎ EXECUTION →︎ IMPACT
↑︎ AUTHORIZED CONNECTIONS · INPUTS · RETURNED RESULTS ↓︎
SOURCES / WHAT CONNECTS
Solar / batteries / power equipmentEnergy management / monitoringMeters / forecasts / constraintsMarket / aggregator APIs / rules

↑︎ Sources support applications above. ↻ Change tracking spans the other three layers; results return to connected systems.

WHY WE EXIST

Connected data alone does not run a business.

Formats differ, rules vary, workflows run separately, and sources keep changing. When each application handles these independently, integration, workflow development, and maintenance are repeatedly rebuilt.

Four layers address all four breaks.
MARKET ENTRY

Validate all four layers through one cross-system process.

Start with commercial and industrial energy service providers and solar and battery operators. What energy is available to trade? Is now a suitable time? Did equipment carry out the instruction? Did revenue match expectations? Which steps need updating when data or rules change?

Deliver a complete process, then expand sites and applications.
AI ACROSS THE STACK

AI assists participation, capacity, and delivery-risk assessments with evidence and uncertainty, alongside field mapping and change interpretation. Transactions and control instructions remain subject to authorization, review, and safety constraints.

ENERGY TRADING / FROM DECISION TO DELIVERY

Energy trading needs more than a decision. It needs verified execution.

Consider a business trading electricity from solar panels and batteries: check available energy, compare strategies, track results, and identify what changes when systems or rules are updated.

01Asset Connect

Scattered data. Where is the full picture?

  • Bring generation, battery, and usage data together for the same period.
WHAT YOU GET
  • One equipment view with source records and missing data flagged.
02Market Connect

Energy is available. Is this a suitable time to trade?

  • Combine prices, trading requirements, and equipment limits to compare potential returns and risks with AI.
WHAT YOU GET
  • Comparable strategy simulations with assumptions and open questions.
03Workflow Studio

The trade was submitted. Was the result delivered?

  • Track acceptance, instruction receipt, electricity delivered, and settlement; notify an owner of exceptions.
WHAT YOU GET
  • Trade progress, discrepancy alerts, and automated reports.
04Change Intelligence

Systems or rules change. What needs updating?

  • Compare interface and rule updates to identify potentially affected analyses, alerts, and workflows.
WHAT YOU GET
  • A change summary, an impact list, and follow-up tasks.
EXECUTION ≠ ACKNOWLEDGEMENT

Each state needs its own evidence.

“Message sent” does not mean “trade accepted,” and “instruction received” does not mean “electricity delivered.” Check each step separately to see where a trade is blocked and whether actual revenue matches expectations.

  1. 01Review & authorize
  2. 02Submission response
  3. 03Award / assignment
  4. 04Command receipt
  5. 05Measured execution
  6. 06Delivery & settlement
PLATFORM / FOUR CONNECTED LAYERS

Four connected layers. One foundation for energy operations.

01
Asset Connect

Solar, battery, and usage data in one place

CONNECT

  • Connect solar, batteries, meters, and existing monitoring systems through software interfaces (APIs) or KuDot.
  • See electricity generated and used, remaining battery charge, equipment status, and the last update.
  • Align sites, timestamps, units, and sources; flag gaps and latency.

AI ROLE

  • Assist field and unit mapping across vendors.
  • Flag unusual readings and inconsistencies for investigation.

ENABLES

  • Inspect asset data and trace it to its source.
  • Use shared data in Workflow alerts, cross-source analysis, and reports.
DOES THIS FEEL FAMILIAR?

Every system has numbers. Can you see generation, electricity use, and battery status together?

KKUNIES/ Asset ConnectDEMO DATA
PORTFOLIO / DEMO ORGANIZATION
Live asset data foundation
September ▾
OverviewActivitySources & evidence
03Mapped sites
08Sources
02Gaps to review
Site A · generation & consumptionkW · 24h
00:0006:0012:0018:0024:00

● Solar generation ● Consumption

SourceSiteIntervalQuality
PV monitoringSite A15 minHealthy
Battery EMSSite A15 minData gap
Utility meterSite B15 minHealthy
i

Battery EMS has 2 gaps. Check completeness before using related analysis.

Product concept · Charts and records are illustrative · Controls are display-only
02
Market Connect

Market information and opportunities in one workspace

CONNECT

  • Bring together authorized electricity prices, supply and demand, trading options, and participation rules.
  • Combine available energy and trade records with requirements from aggregators—companies that coordinate trading for multiple sites.
  • Compare markets, intervals, and products with currencies and conditions retained.

AI ROLE

  • Help configure price, generation, load, and storage scenarios.
  • Compare simulated windows, capacity, and strategies with KU Intelligence.
  • Explain assumptions, source versions, and uncertainty for review.

ENABLES

  • Review multiple markets and strategy comparisons in one workspace.
  • Pass approved strategy conditions into authorized workflows.
DOES THIS FEEL FAMILIAR?

A trading opportunity appears. What are the potential returns and risks?

KKUNIESPRODUCT CONCEPT
ENERGY TRADING / EVT-024
Multi-market intelligence
Markets / strategy simulationSources & versions
AI ASSISTED REVIEW

Compare strategies. Review participation conditions.

Compare participation windows, capacity, and risk under different price, generation, and storage assumptions. Preserve source versions; simulated results are not guaranteed returns.

CheckpointEvidence / referenceStatus
Market A / Product 01Price, interval, eligibilitySource version retained
Market B / Product 02Price, currency, settlement rulesEligibility to review
Market & aggregator requirementsProduct conditions v03Response deadline to verify
AI strategy simulationBaseline / lower generation / higher priceCompare revenue and delivery risk
i

Authorized reviewer: energy trading owner. An AI recommendation does not submit a transaction.

Illustrative scenario, states, and identifiers; not live transaction records
03
Workflow Studio

Track trades, trigger alerts, and automate reports

TRACK

  • Check whether a trade was submitted and accepted, equipment received the instruction, and electricity was actually delivered.
  • Reconcile expected and actual results, volume, prices, and settlement.
  • Configure alerts for rejections, timeouts, gaps, and tolerance breaches.

AI ROLE

  • Cross-analyze asset, market, and transaction records for investigation clues.
  • Draft alert conditions, suggested follow-up, and analytical reports.

ENABLES

  • Configure triggers, recipients, reviews, and escalation paths.
  • Trigger rules as data arrives; latency depends on source updates and integrations.
  • Act within authorization and retain an audit trail; reconcile ambiguous states before resending.
DOES THIS FEEL FAMILIAR?

The system says “sent.” Did the equipment actually act?

KKUNIESPRODUCT CONCEPT
ENERGY TRADING / EVT-024
Transaction status & error alerts
Event timelineSources & versions
DELIVERY CHECK

Command acknowledged. Delivery unverified.

Track command receipts separately from telemetry. Do not mark delivery complete without measured evidence.

CheckpointEvidence / referenceStatus
Submission responseEVT-024 / SUB-01Accepted
Award / assignmentEVT-024 / AWD-01Assigned
Device instructionEVT-024 / CMD-01Acknowledged
Measured deliveryEVT-024 / METER-01Telemetry delayed · Review
Delivery & settlementEVT-024Pending reconciliation
i

Exception handling: notify the site owner, reconcile communications and telemetry, and avoid blind resubmission.

Illustrative scenario, states, and identifiers; not live transaction records
04
Change Intelligence

See which work is affected when systems or rules change

TRACK

  • Monitor connected equipment, trading-service and market interfaces, plus accessible rule announcements.
  • Compare fields, units, response states, trading intervals, and effective versions.

AI ROLE

  • Summarize changes with source evidence.
  • Help identify potentially affected data, simulations, workflows, and reports.

ENABLES

  • Review impact lists and assign correction, approval, and revalidation.
  • Keep strategies and transaction workflows aligned with updated inputs and rules.
DOES THIS FEEL FAMILIAR?

A market or aggregator API changed. Which assessments and workflows need revalidation?

KKUNIES/ Change IntelligenceDEMO DATA
PORTFOLIO / DEMO ORGANIZATION
Change tracking & impact analysis
September ▾
OverviewActivitySources & evidence
03Change events
02Affected workflows
01High-impact review
01API changeTrace dependencies
02ConnectorTrace dependencies
03CalculationTrace dependencies
04WorkflowTrace dependencies
SourceChangeImpactReview
Battery APIpower / kW →︎ WHighReview
Aggregator APIAcknowledgement states changedMediumAssigned
Market rulesSettlement interval version updatedLowChecked
i

The power-unit change may affect 2 workflows. Revalidate after correction.

Product concept · Charts and records are illustrative · Controls are display-only
APPLICATIONS / BUILT ON FOUR LAYERS

Connected data enables analysis and action.

Cost analysis, asset performance, notifications, and transaction-result analysis are applications built on the four-layer foundation. Conclusions should trace back to data, applicable rules, and execution outcomes.

AI-assisted opportunity comparison

Compare available energy, market prices, and trading requirements to simulate potential revenue and risks across strategies.

Costs, revenue & trading results

Combine applicable tariffs, contracts, and settlement results to explain expected-versus-actual differences.

Instructions & trading outcomes

Track submissions, awards, acknowledgements, and delivery separately; route rejections, timeouts, and telemetry gaps to owners.

ONE APPLICATION / INTERACTIVE CONCEPT

A supporting application: utility bills in context.

  1. Asset Connect — Align consumption, solar, and battery data.
  2. Market Connect — Add bills, applicable tariffs, and billing conditions.
  3. Workflow Studio — Generate summaries and route review notifications.
  4. Change Intelligence — Flag affected calculations and workflows when rates or sources change.
KUNIES / WORKSPACEPRODUCT CONCEPT · SAMPLE DATA
DEMO PORTFOLIO / 03 SITES

One site. The whole picture.

PVSolar monitoringGeneration · 15-minute
BESSBattery EMSData gap · Review needed
METERMeter & usageConsumption · 15-minute
BILLBills & tariffsMonthly bill · Site mapped
↳︎ Missing battery data affects cost analysis. Check the evidence before drawing conclusions.
APPLICATION DETAIL / BILL CLARITY

Your energy bill. In plain language.

Help finance understand the cost and operations know what to check. Organize the evidence around three simple questions.

Shape your first report with us ↗︎
01

What did I pay?

Separate energy, demand, and other charges, with the billing period and source bill attached.

02

Why did it change?

Compare usage, peaks, rates, and billing days. Separate verified drivers from hypotheses.

03

What should happen next?

Route review items to their owners, with notifications and reports that fit your process.

LAYER 04 IN PRACTICE / CHANGE IMPACT

An interface or market rule changes. Which reports and workflows need updating?

Change Intelligence is being designed to connect a change to its operational impact, preserving evidence, versions, and review items.

01Source changeAPI / TARIFF / RULE
02Affected dataFORMAT / UNIT / VERSION
03Sites & workflowsREPORT / ALERT / ANALYSIS
04Owner reviewEVIDENCE / DECISION

Planned coverage depends on accessible, authorized sources. Detecting a change does not by itself establish its legal interpretation or compliance status.

WHO WE BUILD WITH

You know your energy business. Let’s connect what makes it work.

Our initial focus is commercial and industrial energy operations. If your business depends on work across systems, vendors, or sites, we want to start with one real process and a verifiable scope.

01 / Aggregators & energy service providers

More sites need consistent transaction and execution states.

  • You need to match site availability to market demand and verify acknowledgements, delivery, and performance
  • Fragmented data obscures the site and step that need intervention.
BUILD TOGETHER
  • Define asset data, participation assessments, command responses, and exception handling so events remain traceable across systems.
A STARTING POINT

Start with one market product, one site, and one authorized workflow.

Discuss your use case ↗︎
02 / Multi-site commercial & industrial businesses

Compare site consumption, costs, and exceptions

  • Factories, warehouses, and commercial sites have their own meters, equipment, and tariffs
  • When finance asks why costs rose, operations has to search across systems.
BUILD TOGETHER
  • Connect site data with tariff context, creating shared analysis, notifications, and review tasks for finance and operations.
A STARTING POINT

Start with a cost discrepancy and the sources behind one site.

Discuss your use case ↗︎
03 / Solar & storage portfolio operators

Unify asset data and transaction records across sites

  • Each new site adds different equipment brands, energy management software, and maintenance systems
  • Performance, availability, and settlement results live apart, making an event’s full impact hard to trace.
BUILD TOGETHER
  • Align cross-vendor data and transaction outcomes, tracing gaps, interface changes, and affected operating processes.
A STARTING POINT

Start with two sources and one operational exception.

Discuss your use case ↗︎
04 / Equipment vendors & software partners

Connect equipment APIs to customer systems

  • Customers want your equipment or platform data in their existing workflows
  • Repeated definitions of fields, access, and versions add integration work to every project.
BUILD TOGETHER
  • Agree how systems connect, how data is exchanged, and who is notified of updates to reduce repeated development and maintenance.
A STARTING POINT

Start with API documentation, access permissions, and a shared customer need.

Discuss your use case ↗︎

A good fit for an initial pilot

You have a named data owner, sources that can be accessed with authorization, and a recurring integration or operational problem. Together we confirm data availability, deliverables, and acceptance criteria before expanding.

START SMALL. CONNECT WHAT MATTERS.

Bring one recurring problem. Build the first workflow together.

Start with one clear problem: scattered data, unexplained bills, unclear trade status, or reports rebuilt by hand. Together, we define the systems to connect, the first workflow, and how to measure the result.

How would you like to stay connected?

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QUESTIONS / ANSWERS

A clear starting point.

Who is KUNIES for?+

Our initial focus is energy service providers for commercial and industrial businesses, multi-site businesses, solar and storage operators, and equipment or software partners with authorized data access and a clear integration or operational problem.

Do we need to replace our monitoring or EMS?+

The product is designed to work with existing systems. Source availability, data frequency, and access permissions must be confirmed for each project.

Are these capabilities available today?+

This page presents our product direction and interactive concepts, not a list of live capabilities. We are seeking pilot collaborators to define data access and a deliverable scope.

Will AI trade on our behalf?+

AI is intended to assist assessment, evidence preparation, and risk explanation. Submissions or control commands depend on customer authorization, approvals, equipment safety constraints, and market/aggregator integration requirements. Scope must be validated with each partner.

RESEARCH / INSIGHTS

Understand the market behind the data.

CHPE and NYISO hourly transfer capability↗︎NYISO capacity markets and transmission security↗︎Why do AI data centers use so much electricity?↗︎