From concept to construction, with intelligence.
ArqFlo is the decision-intelligence layer for the built world. AI agents that understand zoning, jurisdiction, and project complexity so your team can move from brief to scheme without the bottleneck.
See it in action
From site intake to decision-ready report.
Watch how ArqFlo resolves preconstruction in a single platform pass.
The problem
Preconstruction decisions are made on incomplete information, and the industry pays for it.
Architects, developers, and GCs spend weeks gathering data that should take hours. Zoning codes, permit history, site constraints, and code compliance are spread across dozens of siloed sources, none of which talk to each other.
30%
of construction costs are waste from rework
80%
of rework originates in the preconstruction phase
6–12 wks
average time to validate a single site
Root cause
It's not a people problem. It's an information architecture problem.
The construction industry runs on institutional knowledge passed person-to-person. There is no intelligence layer that aggregates, reasons, and applies that knowledge at scale.
Data is siloed
Zoning records, permit history, and code documents live in separate municipal systems with no shared format or API.
Expertise is scarce
Experienced preconstruction analysts are expensive and hard to retain. Knowledge walks out the door with every departure.
Iteration is manual
Each design change triggers a new compliance review cycle, done by hand, prone to error, with no audit trail.
Decisions lack provenance
Teams can't trace why a design constraint was applied. Disputes in construction often originate here.
The solution
A decision-intelligence layer built for the built world.
ArqFlo's AI agents ingest site data, parse jurisdictional codes, and generate compliance-aware schemes, with citation-level provenance at every step. Teams get answers in hours, not weeks, with a full audit trail they can stand behind.
Ingest
Site data, zoning envelopes, and permit history are pulled and structured automatically.
Reason
Specialist agents apply jurisdictional rules, flag constraints, and surface precedent.
Deliver
Compliance-aware schemes with provenance links, ready for design development.
Intelligence pillars
Four layers that make preconstruction defensible.
Each pillar is a distinct capability. Together they form a system that replaces guesswork with grounded intelligence.
Jurisdictional adapters
Purpose-built connectors for municipal zoning databases, building codes, and permit systems across every supported jurisdiction.
Compliance reasoning
Agents that apply zoning envelopes, use tables, and setback rules, then flag conflicts before they reach design development.
Scheme generation
From validated parameters to buildable massing schemes, generated in minutes, with constraints baked in from the start.
Citation-level provenance
Every constraint, every recommendation traces back to a specific code section or data source. Full audit trail by design.
Five phases, one continuous context.
Every agent shares provenance and writes back to a single project graph. No re-entering data. No lost context between disciplines.
Site Intake
Parcel geometry, jurisdiction, zoning district, and constraints resolved from public GIS, uploads, and jurisdictional adapters.
Zoning Envelope
FAR, height, setbacks, parking minimums, and use permissions computed against the adopted zoning code with full citations.
Code Compliance
IBC occupancy, construction type feasibility, height-area allowances, and special-use triggers, with rule-card-level reasoning.
Scheme Generation
Massing options and residential unit schemes generated against the envelope, with sanity-filtered efficiency and yield metrics.
Decision-Ready Report
Export a reviewer-ready dossier: provenance chips, citations, disciplinary impacts, and a reversible revision history.
Adapters built for real codes.
Each city ships with a curated zoning knowledge base, parcel adapter, and GIS integration. Everything cites back to the governing document.
Miami
Florida- T3 – T6 transect zones
- Historic & special districts
- Miami-Dade parcel adapter
Miami Beach
Florida- RM-1/RM-2/RM-3 residential
- CD/MXE commercial
- Historic overlay handling
New York
New York- R1 – R10 residence districts
- C & M mixed districts
- Inclusionary housing awareness
Why ArqFlo
Built for the complexity of real projects, not demos.
Roadmap
Where we are and where we're going.
We expand jurisdiction by jurisdiction, deliberately, so the intelligence is right before we scale it.
Miami + Miami Beach + New York
Full zoning envelope analysis, permit history, and compliance checking live for residential and commercial projects.
Los Angeles + Chicago
West Coast and Midwest expansion with updated jurisdictional adapters for complex mixed-use zoning.
Houston + Austin + Denver
Sun Belt coverage including Texas-specific municipal data feeds and Colorado building code integration.
National coverage + API access
Programmatic access to ArqFlo's intelligence layer for integration with your existing design and PM tools.