Asset performance, AI forecasting, energy trading, contracts, settlement, and compliance — built as one platform, with purpose-built AI at every layer. Across wind, solar, BESS, fuel cells, and oil & gas.
Engaged with funds, IPPs & operators across three continents
Asset performance. AI forecasting. Energy trading. Settlement. Contracts. Compliance & portal. Every layer built for purpose — not bolted on. Hardware-agnostic. Vendor-neutral. Audit-ready.
Drone, ROV, thermal, and EL inspection workflow with sub-pixel AI defect detection. S1–S5 severity grading. Asset-component tagging. Same Accept/Edit/Reject review pattern reused across the platform.
Per-asset generation, price, dispatch probability, SoC trajectory, and constraint availability with P10/P50/P90 cones. Rolling 4–6h intraday windows. Health-adjusted forecasts that tighten or widen with component degradation.
Day-ahead, intraday, balancing, ancillary, CfD and PPA in a single workflow. Two-stage AI Optimizer (Stage 1 DA + reserves, Stage 2 real-time re-optimization). Constrained trading bots with three modes: Off, Suggest, Auto-execute.
End-to-end metered-vs-scheduled reconciliation. Settlement statements by asset, market, interval. Variance flags. Dispute case manager. PPA strike-vs-spot reconciliation with top-up / payback computation. Revenue attribution everywhere.
Contract AI reads PPAs, CfDs, O&M contracts, warranties, and insurance — auto-extracting clauses, SLA deadlines, and financial exposure. Every defect mapped to the obligation it triggers. Counterparty credit, hedge effectiveness, basis risk, and contract calendar in one workflow.
Hash-chained immutable audit log with Decision Replay. Pre-built REMIT, BSC, FERC, EMIR reports. White-labeled portal for your offtakers. Scope 1/2/3 carbon attribution with REC/I-REC management. RBAC + maker-checker throughout.
Asset condition, contractual obligation, and market position — in one workflow. No incumbent platform connects all three. We do.
Active issues are costing $47,200/day in lost energy capture.
Pulled live from the dashboard. Every defect on every asset is automatically translated to a daily revenue impact, costed against the current spot curve.
Degraded component → tighter expected-output range → adjusted bid curve. Automatically.
Suggests low-DA-price windows for outages with quantified deferral-cost calculations.
Physical state and commercial state side-by-side. One screen, one source of truth.
Same platform. Same training data. Cuts onboarding cost. Cuts data-plumbing cost.
Every turbine gets a living digital twin — a complete virtual replica that fuses inspection imagery, structural models, defect history, and real-time operational data into a single interactive 3D environment.
Like X-ray vision for your offshore fleet. Navigate from blade tip to seabed foundation. Click any component to see its full defect history, current condition score, and predicted remaining life.
Every inverter block gets a living digital twin — an interactive schematic mapping PV arrays, tracker systems, combiner boxes, and cabling. Thermal anomalies, soiling patterns, and string performance overlaid in a single view.
From aerial drone thermography to IV curve traces, all inspection data fused into one blueprint. Click any component zone to see its defect history, degradation rate, and predicted output loss.
Every platform gets a comprehensive digital twin — mapping structural integrity from topside cranes to subsea risers. Jacket legs, cross-bracing, deck plates, and cathodic protection systems all monitored in real-time.
Corrosion mapping, weld inspection data, and thickness measurements fused into a single interactive 3D model. Track degradation trends across your entire platform portfolio.
Every battery system gets a living digital twin — an x-ray view spanning racks, modules, cells, BMS, PCS, transformer, HVAC, and fire suppression. Co-located with solar or wind? The twin handles it as a single dispatchable asset.
State-of-charge, state-of-health, thermal map, and cycle history fused into one interactive view. Click any module to see its degradation curve, dispatch history, and warranty status.
Every fuel cell module gets a digital twin — stacks, membranes, balance-of-plant, fuel handling, water management, and inverter all in one interactive cross-section. Built for SOFC, PEM, and MCFC alongside our Bloom Energy strategic adjacency.
Voltage degradation, hydrogen utilization, thermal cycling, and stack hours fused into one view. Predict membrane failure before it happens; schedule swaps in low-DA-price windows.
Offshore platforms, onshore solar farms, remote wind arrays. Aerial drones, subsea ROVs, and thermal cameras feed data into a single intelligence platform.
Day-ahead, intraday, balancing, ancillary, CfD and PPA — with a two-stage AI Optimizer and constrained trading bots at the centre.
Hourly bid curve editor with AI-suggested bids and P10/P50/P90 probability cones. Reserve allocation panel side-by-side. Per-card Accept / Edit / Reject with full audit trail. Maker-checker approval before submission.
Trading bots run inside explicit guardrails: risk limit, max position, ramp, SoC, credit, jurisdictional rules. You choose how much autonomy.
Live order book, top-of-book + depth, quick-trade panel, position-delta vs DA cleared.
UK BM re-offer form (BOA / PN), activations log, penalty exposure tile, BSAD schema preview.
FCR, aFRR, mFRR with per-jurisdiction qualification rules. Often the dominant revenue for BESS in Germany.
Hourly heatmap forecast vs scheduled vs actual. AI imbalance prediction over the next 6 hours. One-click Stage 2 re-optimize.
Imbalance penalty reduction
Day-ahead capture uplift
Manual trading effort cut
End-to-end metered-vs-scheduled reconciliation with built-in dispute case management. Per asset. Per market. Per interval. PPA strike-vs-spot computed automatically with top-up / payback figures ready for the finance team.
Settlement statement view by asset, market, interval — sortable, filterable, exportable.
Variance flagging when scheduled, dispatched, and metered diverge beyond threshold.
Dispute case manager — create case, attach evidence pack, track to resolution.
PPA strike-vs-spot reconciliation with top-up / payback math, per contract.
Utility bill ingestion + reconciliation for behind-the-meter and microgrid assets.
Revenue attribution by asset, market, contract, and interval.
Settlement · Apr 2026
Lone Star Solar Park
Metered
412,840 MWh
Scheduled
408,120 MWh
Variance
+1.16%
PPA Top-up
$184k
Strike vs Spot · daily
Contract AI ingests your PPAs, CfDs, O&M contracts, warranty agreements, and insurance policies. It extracts clauses, deadlines, and obligations — then auto-links every defect, schedule, and settlement event to the contract it triggers. Plus a first-class registry for counterparty management, hedge effectiveness, and contract calendar.
Contract AI auto-extracts warranty clauses, SLA deadlines, and compliance obligations from any contract format.
Contract registry — PPAs, CfDs, hedges, tolling agreements · counterparty · asset coverage · terms · dates · status.
Counterparty management with credit limits, current exposure bars, jurisdiction, and ratings.
Compact view (operator) — key terms + current $ revenue per contract. One-glance summary.
Full view (fund manager) — hedge effectiveness %, delta exposure, basis risk, mark-to-market.
Contract calendar — termination, renegotiation, indexation, and anniversary dates with alerts.
Defect ↔ obligation linking — every inspection finding mapped to the warranty or SLA it activates.
Contract · PPA-2024-LSS-04
Lone Star Solar — Microsoft
Strike
$58 /MWh
Term
15 yrs
Volume
412 GWh/y
Hedge eff.
94.2%
Delta exp.
−3.1%
MTM
+$2.4M
Counterparty credit · Microsoft Corp
AAA · jurisdiction US · 42% utilization
From the executed PDF · sonde/contracts/PPA-2024-LSS-04.pdf
§ 4.2 · Availability SLA
"Seller shall maintain 97% availability ..."
§ 6.1 · Warranty · Inverter
"5-year manufacturer warranty on ..."
§ 9.3 · Force majeure
"Either party may suspend ..."
§ 12.1 · Indexation · Annual
"Strike adjusts by CPI on Apr 1 ..."
Contract calendar · next 90 days
7 eventsEvery bid, override, model output, and settlement event hash-chained for tamper-evident verification. Decision Replay against any historical model version. Regulator-ready exports out of the box.
Every entry links to the previous via SHA-256. Tampering breaks the chain visibly. Filterable by actor, entity type, action, date.
2026-05-28 14:32:18.421Z
trader@mip.fund · BID_SUBMITTED · LSS-Hour-12
2026-05-28 14:32:14.880Z
bot.sonde · OPTIMIZER_RUN · Stage 1
2026-05-28 14:32:09.117Z
risk@mip.fund · CONSTRAINT_OVERRIDE · max_pos
2026-05-28 14:32:01.504Z
forecast.svc · MODEL_PUBLISH · v2.4.1
Pick any historical decision and re-run it against a different model version. Side-by-side diff — original outputs vs replayed outputs.
Bid: 42.0 MW · €78.20 · P50 cone
Bid: 44.7 MW · €82.40 · P50 cone
Delta: +6.4% MW · +€4.20/MWh · tighter cone
Pre-built REMIT (EU energy market), BSC (GB), FERC (US), and EMIR (EU derivative) export formats. Enterprise-gated.
Role separation between trading, risk, compliance, and admin. Configurable approval chains. Trader, Risk Engineer, Compliance Officer, Asset Manager, Fund Manager roles built in.
A white-labeled portal for your offtakers and counterparties. Carbon attribution down to the megawatt-hour. Regulatory reports that file themselves.
Your customers see live asset performance and carbon attribution — under your brand. Per-account scoping, configurable widgets, SSO-ready. Built for data centres, large corporates, and PPA offtakers.
Scope 1, 2, and 3 attribution at the megawatt-hour level. Grid carbon intensity by jurisdiction. REC and I-REC management. ESG report packs ready for board, investor and audit consumption.
Pre-built filings for REMIT, BSC, FERC, EMIR, ISO interconnection. Auto-populated from the audit log. Compliance officer reviews, signs, exports — never builds from scratch.
Every turbine, every rig, every solar block, every defect, every dollar — tracked from initial drone flight through final resolution.
Upload drone footage from any hardware vendor. Video, high-res photography, thermal scans, and LiDAR point clouds — all accepted. No proprietary drones required.
AI processes your data automatically. 40+ defect types detected with severity scoring, confidence ratings, and historical comparison. Each finding mapped to its digital twin.
Generate work orders, schedule vessel campaigns, track resolution. Every defect linked from inspection through contract obligation, market schedule, and settlement — in one workflow.
Computer vision models for defect detection (40+ types, 99.2% accuracy) and probabilistic forecasting models for generation, price, and dispatch (P10/P50/P90). Same platform. Same training pipeline. No generic LLM wrappers.
Stage 1 allocates DA + reserves 24h ahead. Stage 2 re-optimizes intraday and real-time. Constraint editor expanded by default.
Three modes: Off, Suggest, Auto-execute. Per-bot guardrails. Per-asset overrides. Test mode included.
Every bid, override, model output, and settlement event hash-chained for tamper-evident verification. Replay any historical decision against a different model version — side-by-side diff between original and replayed outputs. Pre-built REMIT, BSC, FERC, EMIR exports.
Forecast vs scheduled vs actual, hour by hour. AI imbalance prediction over the next 6h. One-click Stage 2 re-optimize.
Quantified results across the full lifecycle — inspection through contracts through settlement.
Imbalance penalty reduction
Day-ahead capture uplift
Manual trading effort cut
Faster than manual inspection
AI defect accuracy
Defect types classified
Asset classes supported
Probabilistic forecasting
Complete above and below waterline inspection coverage. Blades, nacelles, towers, transition pieces, monopile foundations, submarine cables, and scour protection. Digital twin from tip to seabed.
Structural integrity assessment for fixed platforms, FPSOs, semi-submersibles, jacket structures, risers, and subsea infrastructure. Topside drone and underwater ROV data in a single platform.
Utility-scale solar PV inspection and monitoring. Thermal imaging, EL analysis, IV curve tracing, and string-level performance tracking across inverter blocks, tracker systems, and balance-of-system components.
Co-located and standalone battery storage. Cell-level state-of-health, thermal mapping, BMS / PCS / transformer / HVAC / fire-suppression telemetry, and dispatch optimization across DA, ID, balancing, and ancillary markets.
SOFC, PEM, and MCFC modules. Stack voltage degradation, hydrogen utilization, thermal cycling, and membrane health monitoring. Behind-the-meter and microgrid deployment patterns. Bloom Energy strategic adjacency.
Europe-first product, US as a configurable instance. New jurisdictions enabled by configuration, not custom code.
Solar or wind + battery dispatched as a single asset. IPP and fund-manager profile.
Utility-scale battery as a merchant asset across DA + balancing + ancillary. Utility / BESS IPP profile.
BESS + fuel cell + on-site solar. Data centre, hospital, factory profile.
6-week turnaround
Manual review of inspection footage
Spreadsheet tracking
Siloed data across teams and vendors
Missed defects
Human error in repetitive visual review
No financial visibility
Repairs prioritized by gut feel, not ROI
Same-day reports
AI processes footage in hours, not weeks
Single source of truth
Digital twin with all inspection data unified
99.7% detection accuracy
AI catches what human reviewers miss
Dollar impact per defect
Prioritize repairs by ROI automatically
2 min walkthrough — inspection through settlement, in one workflow.
Based on average offshore wind operator data. Results vary by fleet composition.
SOC 2 Type II
Certified
ISO 27001
Compliant
DNV Approved
Inspection standard
IEC 61400
Wind turbine standard
GDPR
Data protection
See how SONDE transforms inspection data into actionable intelligence. We'll be in touch within 24 hours.
"SONDE transformed how we manage inspections across our 200+ turbine fleet. What used to take weeks of manual review now happens in hours."
Director of Asset Management
European Offshore Wind Operator
"The financial impact module is a game changer. We now prioritize repairs by ROI, not gut feel. Board loves the reports."
VP Operations
North Sea O&G Platform Operator
"Went from 6-week turnaround on blade inspections to same-day reports. The AI catches things our manual reviewers missed."
Head of Inspection Services
Global Renewable Energy Company
Two stages. Stage 1 runs ~24h ahead of delivery to allocate capacity across day-ahead, reserves, and ancillary products — producing an hourly bid curve with P10/P50/P90 cones. Stage 2 re-optimizes intraday and real-time against residual imbalance, BM exposure, and SoC trajectories. Every bid carries a probability cone, a confidence score, and a hash-chained audit trail.
Primary showcase: Germany (DA + intraday + FCR/aFRR + balancing) and GB/UK (Wholesale + Balancing Mechanism + CfD + ancillary). US is a configurable instance covering CAISO and ERCOT DAM/RTM and PPA settlement. Spain and the Nordics are on roadmap. New markets are enabled by configuration — not custom code.
Yes. The platform ships with our built-for-purpose probabilistic forecasts (generation, price, dispatch probability, SoC trajectory, constraint availability). If you have an internal forecasting team or a third-party vendor, we ingest those forecasts as a first-class input. The Optimizer treats them with the same probability-cone math as our own.
In Suggest mode, the bot produces ranked bid candidates with confidence scores and rationale; a human trader accepts, edits, or rejects each one with a clear maker-checker trail. In Auto-execute mode the bot operates inside guardrails you configure (risk limit, max position, ramp, SoC, credit, jurisdictional rules) — any action outside those guardrails escalates back to Suggest. Off mode keeps everything read-only.
Pick any historical decision — a bid, a constraint override, a settlement event — and re-run it against a different model version using the inputs available at the time. The platform shows the original and replayed outputs side-by-side with the diff highlighted. Compliance officers use it to verify decisions; traders use it to learn what a newer model would have done.
Yes — pre-built export templates for REMIT (EU energy market), BSC (GB), FERC (US), and EMIR (EU derivatives) ship with the Enterprise tier. Reports auto-populate from the hash-chained audit log; your compliance officer reviews and signs off rather than building from scratch. BSAD schema preview and ISO interconnection support included.
Scope 1, 2, and 3 attribution at the megawatt-hour level — tied to live grid carbon intensity by jurisdiction and to REC/I-REC registries. ESG report packs align with CSRD and the GHG Protocol and are ready for board, investor, and audit consumption. Your customer-facing portal can surface verified carbon claims to your offtakers automatically.
A white-labeled portal for your offtakers and counterparties — the data centres, large corporates, and PPA buyers contracting your assets. They log in (SSO via Azure AD / Okta), see live performance and carbon attribution for the assets scoped to their account, and download regulator-grade reports. You configure widgets and theming; we handle scoping and security.
Our computer vision models are trained on 2M+ inspection images across wind turbine blades, platform structures, solar panels, BESS racks, fuel cell stacks, and subsea infrastructure. The system detects cracks, erosion, corrosion, hot spots, cell fade, membrane faults, and structural anomalies with 99.2% accuracy — then automatically classifies severity and estimates repair cost.
Sonde is platform-agnostic. We support DJI Enterprise (Matrice, Mavic), Skydio, and custom inspection rigs. Data is ingested via standard image/video formats — JPEG, TIFF, MP4, H.265. We also support ROV footage for subsea inspection.
Most operators are live within 2 weeks. We handle data migration, asset configuration, and user training. Your existing inspection archives can be bulk-imported and retroactively analyzed by our AI models.
Absolutely. We're SOC 2 Type II certified and ISO 27001 compliant. All data is encrypted at rest (AES-256) and in transit (TLS 1.3). We support single-tenant deployments for enterprise customers and are GDPR compliant. Data never leaves your chosen region.
Yes. We have pre-built connectors for SAP PM, IBM Maximo, and common SCADA systems. Our API allows custom integrations with any maintenance management platform. Work orders can be auto-generated and synced bidirectionally.
Yes. Sonde supports both above-water and subsea inspection workflows. ROV footage is processed with the same AI pipeline — detecting marine growth, cathodic protection degradation, scour, and structural anomalies on foundations, J-tubes, and cable entries.
Yes. Sonde supports utility-scale solar PV inspection including aerial thermal imaging, electroluminescence analysis, IV curve tracing, and string-level performance monitoring. The platform detects hot spots, cell cracks, diode failures, soiling patterns, and tracker misalignment across your entire solar portfolio.
Our models achieve 99.7% detection accuracy across 40+ defect types. Every AI finding includes a confidence score, and inspectors can accept, reject, or reclassify results. The system learns from reviewer feedback, continuously improving for your specific asset fleet.
Absolutely. Sonde supports custom severity scales, scoring matrices, and classification taxonomies. Map your internal standards — whether DNV, ASTM, or proprietary — directly into the platform so reports and work orders align with your existing O&M processes.
Your data is always yours. On cancellation, you get a 90-day window to export everything — inspection images, reports, defect histories, and analytics — in standard formats. After that, data is securely deleted per our retention policy. No lock-in, ever.
Sonde is built for low-bandwidth environments. Inspection data can be captured and queued offline, then synced automatically when connectivity is restored. Our edge processing compresses and prioritizes uploads so critical findings reach your team first — even on satellite links.
Join the operators replacing spreadsheets and manual reviews with AI-powered digital twins and inspection intelligence.