Raptor Claw is a solar O&M company powered by agentic AI. We operate utility-scale and community solar sites at 30-40% lower cost with higher availability than traditional providers.
Humans monitor screens. Humans dispatch techs. Humans write work orders. Humans track parts. Humans file compliance reports. We replaced all of that with AI. Our humans do what only humans can do: hands on equipment.
Human sees alert → Human investigates → Human decides → Human creates work order → Human dispatches tech → Tech troubleshoots on-site → Human orders parts → Parts arrive (days) → Tech returns → Human writes report
3-14 days from alarm to resolution. Human bottleneck at every step.
Staffing: 1 site manager + 2-3 techs per 50 MW = $350-500K labor/year
AI detects anomaly → AI correlates all data → AI dispatches drone → AI diagnoses → AI creates work order with parts list → AI dispatches tech (parts already stocked) → Tech fixes → AI verifies → AI reports → AI files warranty
Same day for most issues. Hours for critical. AI handles 80% autonomously.
Staffing: AI + 1 tech per 50 MW = $150-200K labor/year
Current O&M only responds after failures. Inverter failures (37% of losses), string faults (22%), combiner issues (19%) caught too late.
200K+ unfilled solar jobs. High turnover. Knowledge walks out the door. Workforce can't scale with 50 GW/yr installations.
SCADA, CMMS, ERP, drone data, weather — 5-8 platforms per site that don't talk to each other. Humans manually correlate everything.
Actual degradation ~1%/yr — double the 0.5% in financial models. Compounds over 25-year asset life, costing millions per site.
NERC CIP, FERC, state PUC, OSHA, EPA, IRA. Six+ regulatory bodies, each evolving independently. NERC IBR deadline May 2026.
Costs range $13-25/kW-yr across operators (LBNL). That 2× spread = massive operational inefficiency that AI-native ops can close.
Raptor Claw's AI connects directly to SCADA, drones, CMMS, ERP, weather, and regulatory systems. It ingests, reasons, and acts — 24/7/365.
Real-time ingestion from inverters, combiners, weather stations via Modbus TCP, DNP3, OPC-UA, MQTT, SunSpec. Anomaly detection triggers investigation before alarms fire.
Autonomous drone dispatch via BVLOS. AI triggers inspections from SCADA anomalies, correlates thermal/visual with performance data, generates work orders automatically.
AI-generated work orders with exact parts, procedures, safety requirements. Routes to techs by skill, location, urgency. Every work order includes root cause analysis.
Purchasing, inventory forecasting, warranty tracking, vendor SLAs, budget vs actual, PPA compliance, and auto-generated client reports.
Each agent has deep domain expertise, defined decision authority, and clear escalation triggers. Built on OpenClaw's multi-agent framework.
Global solar O&M market (2024). Growing to $23B by 2033 at 8.4% CAGR.
US utility-scale + community solar O&M. Our addressable market where AI-native model applies.
150-500 MW under management at $8-15/kW. Northeast US, expanding nationally.
Large O&M providers (NovaSource, Borrego) won't touch sites under 20 MW — not worth their overhead. These sites are underserved, pay higher $/kW ($15-25/kW-yr), and decisions are made by one person. MA SMART program alone has hundreds of 1-5 MW community solar sites. This is where we start.
Existing companies build software for humans to use. We use AI internally to BE the O&M provider.
Build AI tools, sell to O&M providers. Customer still needs humans to operate. ClearSpot, Raptor Maps, 60Hertz, PowerHub — all in this category.
WE are the O&M provider. AI runs operations internally. Customer gets better service at lower cost. Don't care how we do it — just that it works.
| Capability | NovaSource | Borrego | ClearSpot (SW) | 60Hertz (SW) | Raptor Claw |
|---|---|---|---|---|---|
| Field Service | ✓ | ✓ | ✗ | ✗ | ✓ |
| 24/7 Monitoring | ✓ | ✓ | ✓ | ✓ | ✓ (AI) |
| Predictive Maintenance | Limited | Limited | ✓ | ✗ | ✓ (AI) |
| Auto Work Orders | ✗ | ✗ | Partial | ✗ | ✓ |
| Drone Inspection | Subcontract | Subcontract | ✓ | ✗ | ✓ |
| Parts Procurement | ✓ | ✓ | ✗ | ✗ | ✓ (AI predictive) |
| Regulatory Compliance | Manual | Manual | ✗ | ✗ | ✓ (Auto) |
| Warranty Auto-Filing | ✗ | ✗ | ✗ | ✗ | ✓ |
| Serves <20 MW sites | ✗ | ✗ | N/A (SW) | N/A (SW) | ✓ (our sweet spot) |
| Cost (50 MW site) | $400-600K | $350-500K | $100-250K (SW only) | $50-100K (SW only) | $200-300K |
Key insight: ClearSpot.ai is the closest to our philosophy but they sell software, not services. They tell you what's wrong — we fix it. NovaSource/Borrego are traditional O&M with human overhead. We deliver the same field service at half the back-office cost because AI replaces the NOC, dispatchers, planners, compliance staff, and reporting analysts.
Massachusetts LLC
$500 filing + $500/yr
SAM.gov (federal bids)
COMMBUYS (MA state)
DUNS Number
MA Electrical Contractor License
(need licensed electrician on staff)
| Coverage | Amount | Est. Annual Cost |
|---|---|---|
| General Liability | $1-2M | $3,000 - $8,000 |
| Professional Liability / E&O | $1M | $2,000 - $5,000 |
| Workers' Compensation | MA Required | $5,000 - $15,000 |
| Commercial Auto | Per vehicle | $3,000 - $6,000 |
| Umbrella | $5M | $3,000 - $7,000 |
| Tools & Equipment | $50-100K | $1,000 - $3,000 |
| Cyber Liability | $1M | $2,000 - $5,000 |
Month 2-3 | $65-85K + benefits
NABCEP PVIP + 3-5 yrs utility-scale experience. MA Journeyman Electrician preferred. OSHA 30 + NFPA 70E.
Sources: IBEW Local 223 (Taunton), Local 96 (Worcester), Indeed, LinkedIn, trade schools
Month 4-6 (at 15+ MW) | $50-65K
OSHA 10+, PV experience, valid driver's license. Less experienced OK — AI provides diagnostic guidance via tablet.
AI reduces required experience level for junior techs
| Item | Est. Cost |
|---|---|
| Service truck (used F-250 / Transit) | $25,000 - $35,000 |
| IV Curve Tracer (Solmetric PVA-1500) | $5,000 - $8,000 |
| Thermal Camera (FLIR E96) | $5,000 - $8,000 |
| Multimeter (Fluke 87V) + hand tools | $2,200 - $3,400 |
| PPE (FR clothing, harness, hard hat, etc.) | $1,500 - $2,000 |
| Ladder rack + storage + laptop | $3,500 - $4,500 |
| Category | Low | High |
|---|---|---|
| LLC + Legal | $1,500 | $3,000 |
| Insurance (Year 1) | $19,000 | $49,000 |
| Truck #1 + Equipment | $42,000 | $61,000 |
| Spare Parts Inventory | $2,600 | $5,000 |
| First Hire (6 months) | $42,000 | $55,000 |
| Software / AI Infra | $2,000 | $5,000 |
| Marketing / Sales | $3,000 | $8,000 |
| Working Capital | $10,000 | $20,000 |
| Total | $122,100 | $212,000 |
| Site Size | Our Bid ($/kW-yr) | Annual Revenue | Market Rate |
|---|---|---|---|
| 2 MW community solar | $18 | $36,000 | $22-28 |
| 5 MW community solar | $15 | $75,000 | $18-24 |
| 10 MW utility | $12 | $120,000 | $15-20 |
| 20 MW utility | $10 | $200,000 | $12-18 |
| 50 MW utility | $8 | $400,000 | $10-15 |
| Year | MW | Sites | Revenue | Costs | Net |
|---|---|---|---|---|---|
| Year 1 | 20 | 6 | $123K | $175K | -$52K |
| Year 2 | 60 | 15 | $600K | $380K | +$220K |
| Year 3 | 150 | 30 | $1.35M | $750K | +$600K |
1 Site Manager: $95K
2 Techs: $140K
NOC share: $40K
Dispatcher share: $25K
Admin/compliance: $50K
Total: $350-500K/yr
AI Orchestrator: $5K (compute)
1 Tech: $70K
Parts/consumables: $25K
Truck/fuel: $15K
Insurance share: $20K
Admin: $15K
Total: $150-200K/yr
Cost advantage: $150-300K per 50 MW. This lets us bid 30-40% below market while still making 40-55% gross margins. The AI infrastructure cost scales logarithmically — adding the 10th site costs almost nothing in AI overhead.
• Hundreds of SMART program sites in MA (1-5 MW)
• Underserved by large O&M (too small for NovaSource/Borrego)
• Higher $/kW ($15-25/kW-yr = better margins)
• Decision maker is one person
• 1-3 year contracts = regular turnover/rebid
• Perfect proving ground for AI-native ops
• Home base (Lunenburg, MA)
• MA SMART program = dense solar market
• Raptor Maps HQ (Somerville, MA) — network
• High electricity prices = solar thrives
• Policy-driven market (strong incentives)
• Expand to CT → NY → NJ → PA
| Company | Type | Location | Notes |
|---|---|---|---|
| Nexamp | Community Solar Developer | Boston, MA | Largest NE community solar. Hundreds of sites. |
| BlueWave Solar | Community Solar | Boston, MA | MA pioneer. 200+ MW developed. |
| Solect Energy | C&I / Community | Hopkinton, MA | MA commercial solar leader. |
| Summit Ridge Energy | Community Solar | DC (NE operations) | Large community solar portfolio. |
| Pivot Energy | Community Solar | Denver (NE expanding) | Growing NE footprint. |
| US Solar | Community Solar | Minneapolis (NE sites) | Community solar portfolios. |
| ReVision Energy | Installer / O&M | ME/NH/MA | 400+ projects. Potential partner or competitor. |
| Borrego / NovaSource | O&M Provider | National | Dropping small sites — pick up their leftovers. |
Target community solar developers with MA SMART sites. Lead with performance data + cost advantage. Offer first contract at-cost to build track record.
Join as member-owner. Get referrals for NE sites needing O&M. Build credibility through cooperative network.
Identify underperforming sites via Raptor Maps data. Approach owners: "Your site is 15% below expected. We'll fix it and save you 30%."
SAM.gov solar O&M solicitations. MA COMMBUYS. Municipal solar arrays. Military installations (Hanscom, Devens).
Tax equity investors and project lenders mandate O&M. Build relationships with solar finance shops. They send you deals.
NE solar meetups, SEIA Northeast, RE+ 2026 (Nov, Las Vegas), Solar Power Northeast. Network relentlessly.
"We're a new kind of O&M company. Our AI monitors your site 24/7, detects issues before they cause downtime, and dispatches our technicians with the exact diagnosis, parts, and procedures. The result: 99%+ availability, same-day response, and 30% lower cost than traditional O&M. We guarantee it."
NERC CIP IBR registration deadline (May 2026) means thousands of solar sites need compliance help NOW. Our Compliance Agent handles this automatically.
CIP-002 through CIP-014. Cybersecurity for Bulk Electric System. New IBR rules expanding scope to solar ≥20 MVA at ≥60 kV. May 2026 registration deadline. Most O&M providers aren't ready.
Order 2222 (DER aggregation), IBR reliability rulemaking. New ride-through standards for inverter-based resources. Performance and data reporting requirements.
MA DPU, CT PURA, NY PSC, NJ BPU, PA PUC. Interconnection requirements, RPS compliance, net metering, SMART program reporting.
29 CFR 1926 (construction). NFPA 70E (electrical safety / arc flash). Fall protection. PPE. Lockout/Tagout. All tracked and documented by AI.
Inflation Reduction Act ITC/PTC: prevailing wage, apprenticeship, domestic content requirements. 10-year compliance documentation period. AI automates the paper trail.
Module warranties (25-30 yr), inverter (10-15 yr), tracker (10 yr). AI auto-detects warranty-eligible failures, files claims within 24 hours. Most providers miss 30-50% of eligible claims.
Form MA LLC. Get EIN. Open bank account. SAM.gov + COMMBUYS registration. Begin insurance procurement. Set up OpenClaw agent framework (MVP). Build prospect list.
Post Lead Solar Technician job (IBEW locals, Indeed, LinkedIn). Purchase/lease service truck. Buy test equipment. Insurance policies bound. Begin customer outreach.
Lead tech hired and onboarding. Submit 3-5 proposals for community solar O&M. Attend NE solar meetup. AI agents MVP operational. Build client dashboard prototype.
Close first 1-2 O&M contracts (5-10 MW). Mobilize on first site. Begin collecting performance data for case studies. Register for RE+ 2026. Hire Tech II if pipeline supports.
10-15 MW under management. First quarterly reports delivered (showcase AI advantage). Begin building case studies. Approach larger sites (10-20 MW). Activate Amicus O&M membership.
15-25 MW under management. Truck #2 + Tech hired. Revenue run-rate ~$200-300K/year. Refine AI with real data. Develop Year 2 plan. Evaluate: raise capital to accelerate?
NERC CIP deadline (May 2026) — Thousands of sites need compliance help. Our AI Compliance Agent is a wedge.
AI technology is ready — LLMs + agentic frameworks (OpenClaw) make autonomous operations feasible for the first time.
$10B underperformance — Asset owners are fed up. Market is receptive to innovation.
Raptor Maps connection — Best inspection platform, 100+ GW data, industry credibility.
This is a Raptor Maps initiative. Run real O&M on small sites to build the platform. Then sell the platform to asset owners. The Amazon/Palantir/Tesla playbook.
You build a far better platform by actually doing O&M yourself than by building from customer feedback alone. Every problem encountered → platform feature. Every workflow optimized → product workflow. Real SCADA data, real work orders, real compliance. Then package it and sell to asset owners.
Dogfood the platform
2-3 community solar sites (5-15 MW). Too small for big players — no boats rocked. R&D purpose, not profit.
Sell to asset owners
Package everything learned into a platform for IPPs, yieldcos, funds, utilities. "We ran sites. Now we give you the system."
Full platform + managed services
50-100+ platform customers, 5-15 GW. Optional managed O&M for turnkey customers.
• They're Raptor Maps' existing customers
• Slow to adopt AI (organizational resistance)
• Making competitors better (they could build their own)
• Long enterprise sales cycles
• Channel conflict with RM inspection business
• They write the checks for O&M ($7-24/kW-yr)
• Frustrated with O&M performance ($10B losses)
• Natural Raptor Maps upsell (inspection → operations)
• NOT RM's competitors — they're the end customers
• Want visibility, control, accountability
• Expand RM's TAM by 5-10×
2-5 MW SMART program sites. Nexamp, BlueWave portfolios. Hundreds of sites, underserved by large O&M. Approach as "testing an AI operations platform — need a live testbed."
MA town/school solar arrays (500 kW - 2 MW). Often self-managed or minimally maintained. Government loves innovation stories.
Use Raptor Maps data to find sites producing below expected. Lead with data: "Your site is 15% below. We'll fix it and charge less." Most compelling pitch.
1. NovaSource/Borrego don't serve <5 MW sites — we're not taking their contracts
2. Community solar is a different market segment entirely
3. We're not marketing as an O&M company — it's internal R&D
4. Revenue is negligible vs any established player
5. It's what RM should want: real-world validation of their analytics
6. End customer is asset owners — expands RM's market, doesn't cannibalize it
100+ GW of inspection data → used to actually operate sites. Proves the data's value in a new, monetizable way.
RM gets ~$X per inspection. Add $2-5/kW-yr in platform revenue = massive revenue expansion per existing customer relationship.
ClearSpot.ai is coming. RM + Raptor Claw = inspection + operations. Full stack that no one can replicate.
Adding $10-75M ARR platform at 10-15× multiple = $100M-1B+ in additional enterprise value for Raptor Maps.
"What if we took our inspection data and built an AI system that could actually operate a solar site? Not just inspect — manage maintenance, dispatch techs, track compliance, file warranty claims. We'd test on a couple small community solar sites. Nothing that competes with our O&M customers. But if it works, asset owners would buy Raptor Maps for operations management, not just inspections. That's $2-5/kW-yr on top of existing revenue."
1. Keith talks to Eddie — pitch as RM R&D initiative
2. Identify 2-3 community solar sites in MA for dogfooding
3. Prototype the AI platform (SCADA monitoring + work orders)
4. Hire/contract 1 field tech (part-time initially)
5. Run first site for 3-6 months — collect data, iterate
6. Package into platform product → launch to asset owners
Everything needed to land the first stealth O&M contract. Stopping short of spending money and sending emails.
21 projects, 81.3 MW in MA. Multiple sites within 10-30 min of Lunenburg: Westminster (5.6 MW), Leominster (2.5 MW), Bolton (2.8 MW), Leicester (4 MW), Chelmsford (2.2 MW). Mid-size developer/owner — likely outsources O&M. Accessible leadership.
"We're developing an AI O&M platform with Raptor Maps. Need 1-2 community solar sites as testbeds. Your Westminster and Leominster sites are ideal — proximity and size. We'd offer O&M at or below your current cost, with AI-driven monitoring and predictive maintenance. Design partner opportunity."
Contact: Paul Spencer (CEO) — LinkedIn, info@syncarpha.com | NYC HQ, MA operations
Largest US community solar provider. HQ Boston. Hundreds of NE sites. Outsources O&M to CAMS (Houston) — won 34-site, 170 MW contract March 2024. Texas-based provider for NE sites = local responsiveness gap. Contract renewal 2025-2027.
Don't displace CAMS on the big contract. Target smaller/older MA sites not covered by CAMS. Or position as AI monitoring overlay on top of CAMS field service. Eddie (RM) likely knows Nexamp leadership — warm intro possible.
Key Contact: Lawrence Provost (VP Operations & Maintenance) — LinkedIn | Zaid Ashai (CEO)
Full-service MA developer. Concord II (5.6 MW, ~30 min from Lunenburg), Chester (7 MW), Titcomb/Worcester (4.5 MW). Smaller company = CEO-accessible. Superfund sites = extra compliance needs = our AI Compliance Agent is a value-add.
Contact: Andrew Bernstein (CEO) — LinkedIn, kearsargeenergy.com | Boston HQ
150+ MW in MA. Transitioning to owner-operator (2023). B Corp. Expanding into agrivoltaics. May need O&M capabilities as they grow. CEO: John DeVillars.
MA towns with landfill/school solar: Lunenburg, Leominster, Fitchburg, Westminster, Gardner, Sterling. Often self-managed (badly). Local company advantage. Check via COMMBUYS and town meetings.
| Site | Size (DC) | Size (AC) | Location | Drive Time |
|---|---|---|---|---|
| Westminster | 5.6 MW | 4.7 MW | Westminster, MA | ~10 min |
| Leominster | 2.5 MW | 1.9 MW | Leominster, MA | ~10 min |
| Bolton | 2.8 MW | 2.0 MW | Bolton, MA | ~25 min |
| Leicester | 4.0 MW | 2.6 MW | Leicester, MA | ~40 min |
| Chelmsford | 2.2 MW | 1.8 MW | Chelmsford, MA | ~35 min |
| Company | Base | Focus | Our Advantage |
|---|---|---|---|
| CAMS | Houston, TX | Nexamp 34-site contract | We're local, they're not. AI monitoring. |
| ReVision Energy | ME/NH/MA | Install + O&M, 400+ projects | AI-driven vs traditional. Could partner. |
| Solect (Pattern) | Hopkinton, MA | Commercial C&I, 900+ projects | Now corporate/Pattern. Less nimble. |
| NovaSource/Borrego | National | Utility-scale 20+ MW | They won't touch <5 MW. We will. |
| Local electricians | Various | Basic maintenance | No monitoring, no analytics, no compliance. |
The gap: Big players ignore <5 MW sites. Local electricians lack monitoring/analytics. Nobody offers AI-driven O&M for community solar in MA. That's our lane.
✓ Research docs + dashboard complete
☐ Review RM employment agreement
☐ Research Syncarpha O&M arrangements
☐ Check MA interconnection queue data
☐ Research MA DOER solar by municipality
☐ Draft Eddie pitch (deck + talking points)
☐ Build client dashboard prototype (demo data)
☐ Write O&M proposal template
☐ Research Amicus O&M membership
☐ Identify specific Syncarpha/Kearsarge contacts
☐ Draft core SOPs (PM, CM, emergency)
☐ Build OpenClaw agent MVP
☐ Research MA electrical contractor license
☐ Build competitive analysis deck
☐ Prepare sample monthly O&M report
☐ Finalize Eddie pitch deck
☐ Complete all proposal templates
☐ Complete all SOPs
☐ All research consolidated
☐ Ready to talk to Eddie
OpenClaw Performance Monitor + Maintenance Planner using demo SCADA data. Proof that the AI can detect anomalies and generate work orders.
Client-facing prototype showing real-time monitoring, AI work orders, performance trending, compliance status. Use NREL public data as placeholder.
Standard O&M proposal, executive summary, technical approach, sample reports, pricing model. Ready to customize per prospect.
Preventive maintenance, corrective, emergency response, safety protocols. AI-enhanced with decision trees for tech guidance.
For Eddie: how Raptor Claw extends RM's platform. For prospects: AI-native O&M at 30% lower cost with higher availability.
Raptor Claw vs CAMS vs ReVision vs local electricians. Cost, capabilities, technology, response time.
Every agent's role, personality, decision authority, escalation triggers, inter-agent workflows, and deployment status. One command to go live.
All 10 workspaces created. AGENTS.md, SOUL.md, and support files written. Config patch ready. To activate: tell Big Yeti Claw "Spin up the Raptor Claw agents" → config patch applied → gateway restart → all 10 live.
raptorclaw-orchestrator
Central decision-making engine across all sites and agents. Air traffic controller energy — calm under pressure, decisive, structured. Thinks in priorities. Communicates in bullet points and decision matrices.
"Site 3 has a string fault. PR dropped 4%. Maintenance has a WO ready. Dispatching tech. ETA 2 hours."
✓ Routine maintenance WOs <$5,000
✓ Technician dispatch to any site
✓ Drone inspection requests
✓ Standard parts orders <$2,000
✗ Expenditures >$5,000 → escalate
✗ Contract modifications → escalate
✗ Safety incidents → immediate human notify
1. Safety → 2. Contractual SLAs → 3. Financial Impact → 4. Compliance Deadlines → 5. Preventive Maint → 6. Optimization
Workspace: workspace-raptorclaw-orchestrator/
raptorclaw-performance
24/7 SCADA/DAS data analysis. The watchdog that never sleeps. Data-driven — every statement backed by numbers. Speaks in timestamps, percentages, and comparisons. Loves patterns and sees trends before anyone else.
"Inverter 3 output dropped 12% at 14:32 EST. Irradiance was 850 W/m². Expected: 245 kW. Actual: 216 kW."
✓ Request drone inspections
✓ Flag equipment for maintenance review
✓ Generate performance alerts (severity 1-10)
✓ Generate reports and dashboards
✗ Dispatch technicians (→ Orchestrator)
✗ Create work orders (→ Maintenance)
1-3 Low (monitor, minor deviation) → 4-6 Medium (investigate, string/inverter issue) → 7-8 High (act today, inverter offline) → 9-10 Critical (immediate, site offline/safety)
Workspace: workspace-raptorclaw-performance/
raptorclaw-maintenance
Meticulous. Obsessively organized. Writes work orders so detailed a first-day tech could execute perfectly. Hates surprises — if something broke unpredicted, wants to know why. Tracks every bolt torqued, every fuse replaced.
"Step 1: De-energize combiner box CB-12 per LOTO procedure. Step 2: Verify zero energy with Fluke 87V..."
1. Site + equipment ID + location
2. Problem description (from SCADA)
3. Root cause analysis
4. Step-by-step procedure
5. Required parts (with P/Ns)
6. Required tools (specific models)
7. Safety: LOTO, PPE, arc flash category
8. Estimated time
9. Priority: Critical/High/Medium/Low
10. Warranty flag
Workspace: workspace-raptorclaw-maintenance/
raptorclaw-inspection
The eagle eye. Visual thinker — communicates in heatmaps and defect maps. Precise about location ("Module B12-R7-C14" not "somewhere in array B"). Loves before/after comparisons. Understands every hotspot tells a story.
"14°C delta on B12-R7-C14. Pattern: bypass diode failure. Confirmed by 8% string current drop in SCADA."
• Sentry autonomous drones (BVLOS)
• Thermal IR + Visual RGB
• Module-level asset ID
• IEC 62446-3 defect taxonomy
• Historical inspection database
SCADA anomaly • Scheduled quarterly/annual • Post-storm • Warranty investigation • Ad-hoc from Orchestrator
Workspace: workspace-raptorclaw-inspection/
raptorclaw-compliance
Never misses a deadline. Thorough, precise, conservative on interpretation. Speaks in regulations and citations. Maintains master calendar of every filing, renewal, audit. Tracks not just what's required now — what's coming. Zero tolerance for "we'll get to it."
"Per NFPA 70E Table 130.7(C)(15)(a)... Site 3 substation access log has a 72-hour gap. Address before next audit."
NERC CIP: CIP-002 thru CIP-014 (≥20 MVA)
FERC: Order 2222, IBR reliability
State: MA DPU, CT PURA, NY PSC, NJ BPU
OSHA: 29 CFR 1926, NFPA 70E
EPA: Battery storage, hazmat
IRA: Prevailing wage, apprenticeship, domestic content
Can halt ANY operation for safety/regulatory non-compliance. Compliance overrides all other agents on regulatory matters. No exceptions.
Workspace: workspace-raptorclaw-compliance/
raptorclaw-commercial
Financially sharp. Thinks in $/kWh, $/kW-yr, and ROI. Relentless about warranty claims — if equipment failed under warranty and we didn't file, that's a failure. Reads contracts carefully. Tracks receivables like a hawk.
"Inverter 7 warranty-eligible (SMA 10-year, 2021). Claim filed, case #RC-2026-047. Expected credit: $12,400."
✓ Auto-file warranty claims within 24h
✓ Monitor vendor SLA compliance
✓ PPA/offtake contract compliance
✓ Invoice generation & receivables
✓ Liquidated damages tracking
✗ Modify contracts or negotiate terms
Key stat: Most O&M providers miss 30-50% of eligible warranty claims. We file 100%.
Workspace: workspace-raptorclaw-commercial/
raptorclaw-procurement
North star: A tech should never arrive without the right parts. Organized — every part has a location, quantity, reorder point. Predictive — stocks based on age, season, and failure patterns. Frugal but not cheap. Hates emergency orders.
"MC4 connectors at 23 units, threshold 30. Auto-order: WESCO 100-pack, $0.89/ea, delivery Thursday."
Truck stock: Fuses, MC4/Amphenol connectors, wire, breakers, monitoring HW
Warehouse: Inverter boards, tracker controllers, replacement modules
Predicted: Components by age + failure rate
SMA, Sungrow, Power Electronics, GE (inverters) • Graybar, WESCO (electrical) • Fluke, Solmetric, FLIR (test equip) • Grainger, MSC (safety/PPE)
Workspace: workspace-raptorclaw-procurement/
raptorclaw-weather
Watches the sky so the team doesn't have to. Always looking ahead — checking the 10-day before anyone asks. Practical about impacts — not every cloud is a crisis. Understands the financial math of weather decisions. Seasonal thinker.
"Winter Storm Watch, Worcester County, Wed night. 8-12" expected. Pre-positioning snow brushes. Post-storm inspection queued Friday AM."
● Hail ≥1" → Drone inspection
● Wind ≥60 mph → Tracker stow check
● Snow ≥6" → Coverage/clearing econ
● Ice storm → Tracker loading risk
● Flooding → Combiner box check
● Extreme heat >105°F → Inverter derate
Workspace: workspace-raptorclaw-weather/
raptorclaw-field
Runs the field like a military operation. Every tech, every truck, every minute accounted for. Logistically sharp — thinks in routes, drive times, truck inventories. Safety-first: no tech leaves without proper PPE and LOTO plan. Knows each tech's skills, certs, strengths.
"Tech 1 (James) → Westminster Syncarpha. WO RC-2026-031. ETA 18 min. Parts confirmed. LOTO kit verified."
1. Receive approved WO from Orchestrator
2. Match nearest qualified tech
3. Verify parts on truck (→ Procurement)
4. Generate optimized route
5. Send dispatch package to tablet
6. Track: departure → arrival → work → complete
7. Verify fix via SCADA confirmation
8. Close WO with time, parts, notes
Workspace: workspace-raptorclaw-field/
raptorclaw-reporting
Data is only valuable when someone reads it. Visual thinker — charts > tables > paragraphs. Client-aware: asset owners want the bottom line, techs want detail. Concise — monthly reports are 2-3 pages, not 20. Highlights what changed, what matters, what needs attention.
"Availability: 99.3% (target 99%). PR: 82.1% (benchmark 80%). One CM completed: inverter fan, $340, warranty-covered."
Daily Flash 1-page: production, availability, incidents
Weekly Trends, open WOs, upcoming PM
Monthly Full analysis, financials, compliance
QBR Executive, recommendations, benchmarking
Annual Degradation, CapEx planning, contract review
Workspace: workspace-raptorclaw-reporting/
| Action | 🧠 Orch | ⚡ Perf | 🔧 Maint | 🛩️ Insp | 📋 Comp | 💰 Comm | 📦 Proc | 🌤️ Weath | 🚛 Field | 📊 Rpt |
|---|---|---|---|---|---|---|---|---|---|---|
| Create Work Order | ✓ | |||||||||
| Approve WO <$5K | ✓ | |||||||||
| Dispatch Tech | ✓ | ✓ | ||||||||
| Trigger Drone | ✓ | ✓ | ✓ | ✓ | ||||||
| File Warranty | ✓ | |||||||||
| Order Parts <$2K | ✓ | |||||||||
| Halt Operations | ✓ | |||||||||
| Generate Reports | ✓ | ✓ | ✓ | ✓ | ||||||
| Storm Prep | ✓ |
• Safety incidents (any severity)
• Site offline >4 hours
• Regulatory violation detected
• Availability below contractual threshold
• Equipment damage >$25K
• Expenditures >$5,000
• Inter-agent conflict (equal priority)
• Contract modification needed
• New vendor approval
• Customer complaint received
When agents disagree, the Orchestrator resolves using this hierarchy:
1. Compliance Agent ALWAYS wins on safety/regulatory matters
2. Maintenance + Field win on safety-related maintenance
3. Commercial wins on contract/SLA disputes
4. All else: prioritize by $/hour of impact → urgency → SLA risk
5. If still unclear: escalate to human
| Agent | ID | Emoji | AGENTS.md | SOUL.md | Files | Status |
|---|---|---|---|---|---|---|
| Orchestrator | raptorclaw-orchestrator | 🧠 | 44 lines | 16 lines | 7 | Ready |
| Performance | raptorclaw-performance | ⚡ | 47 lines | 14 lines | 7 | Ready |
| Maintenance | raptorclaw-maintenance | 🔧 | 38 lines | 13 lines | 7 | Ready |
| Inspection | raptorclaw-inspection | 🛩️ | 33 lines | 12 lines | 7 | Ready |
| Compliance | raptorclaw-compliance | 📋 | 33 lines | 14 lines | 7 | Ready |
| Commercial | raptorclaw-commercial | 💰 | 26 lines | 12 lines | 7 | Ready |
| Procurement | raptorclaw-procurement | 📦 | 31 lines | 12 lines | 7 | Ready |
| Weather | raptorclaw-weather | 🌤️ | 31 lines | 12 lines | 7 | Ready |
| Field | raptorclaw-field | 🚛 | 28 lines | 12 lines | 7 | Ready |
| Reporting | raptorclaw-reporting | 📊 | 24 lines | 12 lines | 7 | Ready |