Solar Intelligence
over time

Document specialists with table tools can search every extracted table by keyword, or narrow the search to chosen documents, and filter rows by literal values. Ask for row counts, distinct values, grouped counts, sums, averages, minimums and maximums, with citations and explicit coverage when numeric values cannot be read.

• Queries use the complete extracted table before paging the results.
• Keyword search can require any or all of several terms, with or without matching case.
• Sums and averages point out rows that may be totals or subtotals, to check before they are counted twice.

Peyote starts from a coordinate rather than a boundary you have already drawn. It reads the elevation, sets aside land that is too steep, removes water, buildings and roads, and searches tilt, direction and how densely to build.

Demetra turns row spacing, tilt and mounting height into the light a crop loses over its growing season, then compares that with a global crop-response model built with Politecnico di Milano. A yield you can spare comes back as the densest layout that still respects it. Demetra is not on the public roster.

Hestia helps municipalities, housing providers, energy agencies and developers adapt the approaches demonstrated in the Horizon Europe ProLight project: stakeholder, funding, regulatory and ownership groundwork, shared district energy, social-housing renovation, renewable energy communities and ICT enablers. ProLight was a collaboration with Becquerel Institute Belgium.

• Built on the same cited-research platform as Nova.
• Available on every plan, the free one included.
• Orion can plan Hestia into a multi-agent answer, sources included.
• A deliverable of the ProLight project with Becquerel Institute Belgium (Horizon Europe grant 101079902).

Orion’s plan card now explains, under each sub-question, why it chose that specialist, with a link to chat with them directly. In the final answer, each specialist’s credit is a clickable pill that opens their full contribution, and earlier plans stay in the thread as frozen cards instead of disappearing.

• Steps your plan does not include are marked Locked, with the plan that unlocks them.
• Research steps show the sources behind them.

Groove’s plant layouts now open as a 3D scene built from real modules, racks and tables, set in their surroundings. Move the sun through the day, watch trackers follow it, and walk or fly between the rows.

• Rows split into real mechanical tables, sized by length.
• A mini-map and a plant-spec panel over the scene.
• The layouts come from Groove’s optimization engine, built with Politecnico di Milano.

When Orion puts Priya in a plan, you no longer watch a spinner while she runs the numbers. Each phase of her price analysis is named as it starts, such as filtering polysilicon data or calculating trends, and her answer streams in as she writes it.

• Open a running step to follow its phases and answer in a panel beside the chat.
• The other specialists in a plan stream their answers live too.

Orion now knows which specialists do hands-on work, such as plant optimization, rooftop design and project finance. When a question needs one, it hands you over with an editable question instead of improvising. For research questions, it proposes a plan you can review, refine and run.

• Plan approval cards: check the steps, then run the plan.
• “Ask Orion anyway” when you would rather it answered itself.

Caboto works across Italy. It screens a parcel for eligibility, weather and hazard risk, and setbacks from power lines, substations and pipelines, and it can rank candidate sites. It also sketches a route for a wind-turbine blade from a port to a site.

Vega builds a project cash flow from a PVGIS production simulation: return, net present value, cost of energy, payback and debt cover across the project life. You set the country, the tariff and who owns the project; the starting figures come from the reference model of the Horizon Europe SEAMLESS-PV project.

Draw a site boundary on the satellite map, or upload one, and Groove searches tilt and row spacing for a fixed or tracking plant. You get a two-dimensional layout and the financial figures next to it, from an optimization engine built with Politecnico di Milano. Walking through that plant in 3D comes later.

Upload a photo of a building, mark where the modules should go, pick a colour, and Lumi returns a render of that building with the modules in place. Ask for a different colour or a different coverage and it tries again.

Polaris answers from the IEA PVPS Task 13 lifecycle framework: the phases of a PV project, the role that owns each activity, and how the work depends on what came before. It is there for anyone planning or reviewing a project.

Hugo simulates a home hour by hour for a year, with a heat pump, heat storage, rooftop PV, a battery and gas backup. It reports the gas saved, the seasonal performance and how much of the solar power the house uses. It is available to selected organizations and is not listed on the public roster.

• The simulation follows an energy model built with Enerways.

Spencer answers from the Becquerel Institute’s PV module price outlook: quarterly price forecasts, cost stacks for TOPCon, heterojunction and back-contact modules, supply and demand through 2027, the raw materials behind the price, and how EU rules such as the Net-Zero Industry Act weigh on it.

• Spot prices stay with Priya and today’s news with Atlas; Spencer covers the outlook.
• Orion can plan Spencer into a multi-agent answer.

Vista finds a building’s walls, places modules on them, and lets you block out windows and doors. It checks which of those modules the surrounding buildings shade. It is not on the public roster for now: we are refining the designer and revising its access policy.

Aria opens a live satellite view of a building. You draw the roof that can take modules, choose a module, and the layout is placed at real size, flush on a slope or tilted on a flat roof with space between the rows.

Lemmy explains how module materials age, the ways they fail in the field, and which inspections can detect them. Answers stay inside published reliability research, including IEA PVPS Task 13. Lemmy was built with the Polymer Competence Center Leoben (PCCL), an Austrian polymer research centre, and from this release is on the public roster.

Atlas searches the web for recent solar news, reads the articles and answers with those sources named. It is not listed on the public roster.

Vera answers from industry best-practice guidelines for building, checking, commissioning and operating a PV plant, including plants that add batteries. She is available to selected organizations and is not listed on the public roster.

Eco sizes a battery against a PV array for a home or a commercial roof, then shows self-consumption and the cash result, including payback and the trade-off between cost and covering your own use. From this release it is open on public plans.

Quinn advises owners, investors and inspection teams on degradation, the failures that matter, and how that risk sits in a bankability case. The answers draw on SolarBankability guidance and the reliability literature.

In October 2025 BecqSight became Solar Intelligence, and the single analyst became four specialists to hire. Alex kept the installed-capacity data and added a code interpreter, Maya tracked module prices, Emma followed the industry news, and Nova covered digitalization and AI across the PV value chain.

• Hire the specialists you need; your team waits in the sidebar.
• Suggested questions to start a chat from.