One brain across the systems you already run.
Railspike connects company knowledge, business systems and agentic capability through one identity, governance and audit plane. The chassis is shared; capability is activated where the customer needs it.
One company record. One governance floor. Many workflows.
Every business has an object that crosses its divisions and outlives the people handling it. In construction and property it is the building; in a carrier it is the unit and the person who ran it. Railspike keeps that lifecycle context intact while letting each team continue to work in the systems built for its job.
Identity · authorization · policy · approvals · write gates · receipts
Assets · people · vendors · projects · SOPs · compliance registers · documents · decisions
The object that crosses every division is the one worth organising around.
Railspike is built on durable entities and their relationships rather than a pile of embeddings. The record gets richer as the object moves through its life, and the same chassis carries a different object for each industry.
The building
Develop — assumptions, decisions, approvals and documents establish the context.
Build — RFIs, deficiencies, vendors, safety, draws and warranty evidence attach to the same property.
Turn over — open items, responsibilities and evidence transfer with the building instead of disappearing into a handoff.
Operate — maintenance patterns resolve against construction history, warranty and financial responsibility.
The unit, and the person
Acquire — the unit goes on the register with what it is, whose it is, and what hangs off it.
Commit — loads, shop visits, rentals and downtime are one kind of claim, so availability is one question rather than three.
Maintain — cadences, parts and warranty recovery resolve against what the unit has actually done.
Account for — who was on it, under which rules, and what it cost and earned — answerable years later, after the driver has left.
AI embedded in object-based workflows — not stranded in a chat box.
Railspike can surface work, assemble evidence, propose the next action and route consequential decisions to the people who hold authority. Proposed, approved, executed and verified remain distinct states.
Ground
Retrieve the property, work item, source facts, policy and user scope.
Propose
Generate a bounded action from declared classes rather than an open-ended permission set.
Decide
Policy either allows the action or places it in the authorized person’s queue with its evidence.
Verify
Record what was attempted, what external system accepted, and what the read-back confirms.
Activate capability without rebuilding the platform.
Business modules contribute workflows and permissions to the common Railspike shell. The value compounds at their handoffs.
| Capability area | Examples | Cross-functional value |
|---|---|---|
| Property operations | Resident intake, work orders, walkthroughs, amenities, obligations | Recurring issues can resolve against warranty, vendors and project history. |
| Construction | RFIs, submittals, deficiencies, safety, draws, turnover | Turnover evidence remains available to operations and finance. |
| Marketing | Governed drafting, approved property facts, brand/legal controls, publishing approvals | Marketing draws from current building facts without becoming a new source of truth. |
| Compliance | Jurisdiction rules, notice workflows, obligations, evidence | Operational events can open compliance work with the source record attached. |
| Vendors & finance | Clearance, responsibility, invoices, approval authority, recoding | Action and financial responsibility can follow the actual vendor/property context. |
| Fleet & crew | Units, commitments, shop cadence, parts, qualifications, duty hours, border eligibility | A dispatch decision carries the rules and evidence it was made under, and the cost of the work lands against the unit that did it. |
Set the boundaries. Change them as your comfort and evidence change.
Railspike is built around an extensible control surface. Action autonomy and timing/escalation policy are the first of a broader set of customer-defined operating limits, and every one of them holds for each workflow you run.
Choose which classes of action may execute and which remain proposals for a person to decide.
Define how long work may wait, when silence becomes a finding, and when escalation is required.
Approval thresholds, destinations, data classes, model boundaries, retention and future controls fit the same governed pattern.
Start with one workflow. Keep the architecture for the whole company.
Railspike is designed to prove value in a bounded deployment and expand capability without creating a collection of disconnected AI point solutions.
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