Compliance – Performance – Revenue – one model, Automated

The enterprise AI system of record for modern clean-energy asset Portfolio Management.

A native AI platform for clean-energy developers, owners, managers and financiers — an entirely new asset data model that combines your legacy systems and processes with agentic AI orchestration into a single, fully integrated system of record for the whole portfolio.

London, Los Angeles, Rio de Janeiro
Scroll to explore
Who we work with

Long-term value, from the first kilowatt to the whole portfolio.

From smaller developers and operators to independent power providers and energy-infrastructure funds, we provide high-value solutions at KW, MW and GW scale.

Our credentials

18 yearsin renewable markets
11 yearsregulated and deregulated ISO integration
7.1Mconnected electricity devices
200kgas meters
London · Los Angeles · Rio de Janeiro
Business value · the triage

Our focus is on long-term value.

We address the hard, complex problems where tangible value is found. Three conditions persist — and morph. They are data-reliant and, more importantly, integrated-data-reliant.

The SONDE solution stack One system of record
SONDE module Contract & Portfolio Compliance Portfolio & fleet constructs, contract library, obligation enforcement
SONDE module Asset Revenue Management Settlement, reconciliation, revenue stacking, market access
SONDE module Asset Performance Management Probabilistic forecasting, degradation, remaining life
SONDE module Operations & Maintenance Costed work orders, defect capture, field execution · predictive maintenance

A new data model · SONDE DNA

“A data model that assimilates and contextualizes — moving from comparative to cognitive data services.”

SONDE DNA is a data model built for clean-energy assets from the ground up. Over the past two years we have built it specifically for renewable energy — not a reshaping of an older model for traditional generation, but a complete re-design, in line with developing business models, new generation-asset innovation, emerging energy eco-systems and regulatory oversight.

The machine strand carries physical truth. The business strand carries commercial condition. Base pairs bond them.

Left strand

MACHINE

Physical truth. What the asset did, is doing, and can do.

—  bonded at the base pair  —

Right strand

BUSINESS

Commercial condition. What the asset owes, earns, and is worth.

O–S

Machine locus

    The bond

    Business locus

      Atomic unit Each base pair resolves to a single atomic record — physical truth bonded to business context. This atomic-level architecture is the supporting backbone to our AI agents and our enterprise AI orchestration platform. Notation reads machine locus – business locus.

      A unique deployment perspective

      One asset. Two twins.

      Two twins with different purposes meet at one data intersection: the SONDE atomic unit.

      Machine twin
      What the asset is doing
      Generation, meter, SCADA, RQMD and AI VEE truth, condition, health and lifetime value.
      WATERLINE
      BLADE 1 — LEE S3 — 87% conf
      NACELLE — Temp 72°C — Normal
      FOUNDATION — Scour depth 1.2m
      CABLE — Integrity 96% — OK

      Blade to seabed, one condition record.

      METER
      Revenue-grade interval truth at 5 & 15-minute resolution
      SCADA
      Operational telemetry, availability and curtailment state
      RQMD
      Behind-the-meter MDM, normalised
      AI VEE
      Agentic validation, estimation and editing — every change audited
      HEALTH
      Component condition, degradation, predicted remaining life
      CAPTURE
      Blade imagery, thermal and defect history
      The atomic unit
      Generation profile × customer × contract type
      Business twin
      What the asset owes and earns
      Obligations, compliance, financial reporting, revenue opportunities and customer lifetime value.
      Contract typeCapacity market · RA · ICAPPlus firming on the grid; ancillary services for facility & micro-grid
      Customer / counterpartyGrid — ERCOT · HB_WESTLone Star Ridge · 120 MW wind
      GuaranteeAvailability 97.0%OEM service agreement · liquidated damages at $61/MWh deemed
      Settlement position94.6% rolling 90-day2,105 MWh deemed lost — evidenced interval by interval
      $ exposure+$128,400 recoverableOEM warranty claim, raised and tracked to settlement

      The atomic unit — generation profile × customer × contract type.

      The SONDE solution stack supports hybridization and remains asset-class independent.

      Meter+SCADA+RQMD+AI VEE+Contract+Markets Reconciled truth
      The business architecture

      From the atomic unit
      to the asset owner.

      Physical asset, site, commercial fleet, portfolio, owner. Three references at every level — commercial, contractual, operational.

      Reads · business twin
      Atomic asset ↓ the business
      Every level carries three references Commercial Contractual Operational
      Level 01Physical asset8 assets

      Turbine, array, stack, container, structure. Where the telemetry starts.

      CommercialContractualOperational
      Level 02Site5 sites

      The point of interconnection and everything physically behind it.

      CommercialContractualOperational
      Energy, services & revenue
      Customers
      Hyperscaler · utility · micro-grid · campus
      Level 03Commercial fleet3 fleets

      A set of atomic units grouped by how they earn — hybrid, solar, wind.

      CommercialContractualOperational
      Level 04Portfolio2 portfolios

      Built from fleets, not from postcodes.

      CommercialContractualOperational
      Capital & equity flow
      Financing partners
      Equity · tax equity · debt · credit
      Level 05Asset owner / operator1 owner

      Business performance reporting that financial partners and invested counterparties need.

      CommercialContractualOperational

      A commercial fleet is not a map pin — it is a set of atomic units grouped by how they earn. Portfolios are built from fleets, not from postcodes.

      Asset life cycle
      ConstructSplit — change of ownershipExit

      Contractual, financial and data integrity travel with the asset.

      Interactive AI agents

      Every event carries a number.

      Monday, 08:00 — one alert, three jobs. The clause, the 15-minute truth it reconciles against, the financial exposure, and the routed action.

      Reads · machine twin + business twin

      A compliance-triangulation alert fires when metered generation at an asset diverges from the contract waterfall. One screen carries all three answers.

      1Contract — the clause and its guarantee.
      2Operational — reconciled to 15-minute meter truth.
      3Revenue — $ exposure, routed to action.

      Agentic AI orchestrating over your legacy systems, not replacing them — MDM, CRM, field operations and financial compliance, read-only first.

      SONDE · Compliance · Sonoran Sun app.sondeai.co
      Compliance alert · DIS-2026-042
      Metered delivery below scheduled
      ● Under review
      Contract
      Solar CfD · PR 80.5%
      Meridian Energy Offtake · $52/MWh
      METER truth (15-min)
      −9.2% vs scheduled
      Inverter outage, reconciled to meter
      Revenue exposure
      $4,280
      Settlement variance, claim open
      Evidence pack generated · work order routed to O&M
      Auto-routed
      Rolls up Sonoran SunLone Star fleetCardinal Energy Partners
      Proof · live deployments

      We didn't theorise this.
      We're in production.

      A live AI enterprise deployment — 1.5 GW under management, 500 sites, 50 portfolios, 100 fleets, three continents.

      0 GW

      Under management

      0

      Sites

      0

      Portfolios

      0

      Synthetic fleets

      0

      Continents

      Integrating the entire asset-management portfolio

      AI assimilation of contractual obligations, applied to operational performance and financial compliance.

      Value: automating contract compliance, driving new revenue enhancement.

      AI orchestration across multiple legacy systems

      MDM, CRM, field operations and financial compliance — four discrete business areas unified as one system of record.

      Value: data integrity and automation, driving efficiency savings and business-process improvement.

      Agentic AI business-workflow automation

      Predictive conditions and auto-responses to predefined business rules across the extended enterprise, third parties included.

      Value: automating contract compliance, driving new revenue enhancement.

      Built for the obligations that govern the asset

      SFDR REMIT REC / I–REC EMIR BSC FERC

      Every covenant, tariff and reporting obligation enforced against metered truth — not extracted after the fact.

      FAQ

      The questions we
      actually get asked.

      Get in touch

      Pick one portfolio.
      We'll drive efficiency and LTV through it.

      Twelve weeks, decision gates, read-only to start. We come back with the number.

      We'll respond within 24 hours. No spam, ever.