The platform
Tools automate tasks.
SWAPP accumulates intelligence.
Task automation is becoming a commodity. What can’t be commoditized is the intelligence grounded in your firm’s own production history — the standards, decisions, and correction loops that define how your firm works. That’s the layer SWAPP owns, and the layer your firm keeps.
Workflow memory
Five kinds of memory. One compounding asset.
Every feature in SWAPP answers one question: does this accumulate knowledge, or does it evaporate after the session? Session tools start from zero every morning. SWAPP starts from everything your firm has already learned.
Firm memory
Annotation standards, dimensioning rules, QA logic, graphic conventions, BIM policies — encoded once, enforced everywhere.
Project memory
Project exceptions, PM requirements, consultant coordination, client standards — the context that usually lives in email threads.
User memory
Preferred workflows, repeated approvals, interaction habits — SWAPP adapts to each architect, not the other way around.
Workflow memory
Execution patterns, successful automation sequences, correction loops — what worked last time becomes the default next time.
Lifecycle memory
RFIs, clash history, constructability issues, operational outcomes — downstream signal flowing back into design decisions.
Everything SWAPP learns about how your firm works stays yours. Export it any time; it’s never locked into our platform. It’s your firm’s know-how, captured — and it’s yours to keep.
Lifecycle intelligence
Design decisions, connected to downstream outcomes.
Most documentation errors don’t surface in documentation — they surface as RFIs, coordination clashes, schedule delays, and maintenance costs. SWAPP connects that downstream signal back to the design phase, where fixing it is cheap.
- Available now
Design & Documentation
AI-generated construction documents and BIM models, grounded in your firm’s production history.
- Coming 2026
Preconstruction
Coordination intelligence that flags clash-prone elements before the model reaches the BIM coordinator.
- Coming 2026
Construction
RFI and field-execution signal from comparable projects, fed back into design decisions.
- Coming 2026
Operations
Maintenance and building-performance data connected back to the design intent that drives it.
Construction signal
RFI patterns, fed back into design.
SWAPP analyzes RFI history from comparable construction projects and highlights the element categories most likely to generate field questions — directly in the model view, before the documents ship. Design intelligence that has seen what happens on site.
- Risk highlighting by element category, in the active Revit view
- Root-cause patterns from real project histories
- Recommended design checks before document issue
Estimating & field
Connected to the construction stack.
Documentation intelligence is most valuable when it reaches the teams that build from it. SWAPP is building connections across the construction ecosystem — bringing takeoff, estimating, and field-execution context into the design environment.
Enterprise governance
Built for firms where AI has to answer for itself.
Auditability
Every AI action is traceable — who triggered it, what changed, and why.
Explainability
Deterministic, repeatable results your QA leads can verify — not probabilistic guesses.
Governance
Firm standards enforced at the system level, with execution gated behind review steps.
Security
ISO/IEC 27001:2022 certified. Hard tenant isolation. No cross-firm data leakage, ever.
The question isn’t which tool to buy.
It’s whether to start compounding operational intelligence on your firm's production history — or not. Every project through SWAPP makes the next one faster, more consistent, and less risky.