One reasoning spine. Five verticals running on it.
Construction is where we're building the deepest brain: SAP, Primavera, the BOQ, site reports and documents, reasoned into cash, margin, schedule and procurement consequences. Finance, real estate, manufacturing & logistics and security run the same spine in production today — and every deployment sharpens the construction brain.
Agent spine · roster
Construction
Early risk detection
Finance
BOQ-linked collections follow-up
Manufacturing & logistics
Supplier & PO tracking
Real estate
Transaction & deadline automation
Security & compliance
Questionnaire drafting from your own policies
Customer operations
AI front desk: voice, email, WhatsApp, web
Construction leads. The rest of the spine funds and informs it.
Construction · lead vertical
SAP knows what you spent. Primavera knows you're late. The BOQ knows what you planned. No system connects them.
Built for the $10M–$100M contractor — too big to run on the site engineer's memory, too small for a year-long enterprise rollout. Start with one or two read-only use cases and expand once the results have earned it.
Explore the construction agentAction 01
Early risk detection
Action 02
Cash-flow intelligence
Action 03
Management copilot
Same spine, in production today
Finance
Finance agents
Your AR team chases payments by email and re-keys invoices into the ERP.
Manufacturing & logistics
Manufacturing agent
Supplier emails and PO updates are tracked manually across tools.
Real estate
Real estate agent
Deals, deadlines, and documents live in spreadsheets and inboxes.
Security & compliance
Security & compliance agent
Security questionnaires, vendor reviews, and audit evidence get rebuilt from scratch every time.
Horizontal · front door across every vertical
Customer ops agent
Tickets get routed by hand and calls slip to voicemail — and to competitors.
Agents should start small enough to trust.
Begin with one workflow, one owner, and one measurable result.