Query model data across every tool in your stack to get reliable answers and generate deliverables in minutes.
Speckle Intelligence
Connected to every tool in your stack
Why it works
Design data was locked in files. Speckle made it accessible across teams and trusted through automated validation. AI is the natural next step.
Speckle makes design data accessible across every team and tool, freed from siloed files and proprietary formats.
Automated model validation checks every publish, so the data you query is the data you can rely on.
Ask questions in plain language and get reliable answers and client-ready deliverables from your models in minutes.
Reliable answers
Query live model data in plain language and get answers grounded in your actual projects, not guesses. Every number traces back to a model you can open.
Portfolio query
Riverside Tower leads at 1,284 t — 31% above your portfolio average.
Deliverables
Space reports, carbon estimates, take-offs and benchmarks, generated from live model data and ready to hand to a client, without the manual reconciling.
Deliverable
Embodied carbon · A1–A3
9,241 kgCO₂e
Intensity
7.5 /m²
Transparent and inspectable
Speckle Intelligence turns questions into the right action, querying data, calling tools, formatting results, all backed by Speckle-controlled logic your team can inspect, validate and reuse.
Agent trace
Understood the question
InspectRank active projects by structural steel tonnage.
Planned the work
InspectQuery steel members → group by project → sum mass.
Queried the data
InspectSELECT project, SUM(mass_kg)/1000 AS steel_t FROM elements WHERE category = 'StructuralFraming' GROUP BY project ORDER BY steel_t DESC
Returned a verified answer
InspectRanked table, checked against all 7 model publishes.
Real reports
Three reports from one project's published models. No drawings were read, no walls were guessed. Every figure came straight from the model, and you can open the query that fetched it.
Reliable AI built for real AEC work, backed by logic your team can inspect and trust.