BasisPowered by MaterialGraph

Basis · a MaterialGraph consumer product

The specification workflow built on product truth.

Basis is a standalone specification product for architects, powered by MaterialGraph. Give it a brief, a zone, a selected product, or a substitution problem; it returns eligible product sets, readiness status, system gaps, review tasks, and project-ready exports.

MaterialGraph provides the canonical product record. Basis turns that record into workflow.

The Warehouse Hotel

Brief in. Specification workspace out.

A 45-room adaptive reuse hotel becomes searchable zones, eligible product sets, readiness checks, system gaps, review tasks, and sample-ready outputs. The product truth still comes from MaterialGraph.

45

rooms

7

zones

$180

FF&E / sqft

Basis project workspace

hotel-austin-warehouse · hospitality profile

Zones

Search generated from project context

public arrivalLEED SilverAustin TX3 review tasks1 blocked

Eligible candidates

searching

Selected candidate

Montauk Blue 4x4

18 sources · 42 fields · 4 documents

88

ready

DCOF thresholdpass
Interior fire classpass
LEED low-emittingreview

System completion

thinset mortar
sanded grout
movement joint
stone threshold

Draft Division 09 section

ready

Readiness report

12 checks

Sample request plan

6 items

selected 1/3source: MaterialGraph recordprofile: US boutique hospitality

Why it matters

Architects spend hours cross-referencing PDFs, manually checking compliance, and assembling specifications from scattered spreadsheets. A single substitution request can derail a day.

Basis turns that into a structured workflow. It consumes MaterialGraph records, applies project and profile constraints, completes product systems, exposes unknowns, and assembles outputs a project team can review and act on.

The distinction

A consumer surface, not a second product graph.

Basis does not own product truth. It reads the graph, calls structured checks where needed, and keeps curation, readiness, and project review separate from the canonical record.

What Basis does

Six workflows. One product.

Each workflow is a real task architects do today manually. Basis structures them into repeatable, source-backed processes without collapsing review, compliance, and product truth into one opaque answer.

01

Eligible product search

High

Natural-language product search grounded in MaterialGraph records, project context, budget, availability, readiness gates, and explicit missing-data flags.

Example prompt

“Floor tile for a boutique hotel lobby in Dallas. Warm tone. DCOF 0.42+. Class A interior finish. $25-35/sqft.”

02

System completion

High

Start with one chosen product. Basis uses graph relationships to identify the surrounding assembly, accessories, documents, and unresolved review tasks.

Example prompt

“We want this Italian porcelain in the bathroom. What else do we need?”

03

Readiness audit

High

Run an existing selection set through profile-specific checks. Basis reports pass, fail, and unknown states without pretending missing source is a decision.

Example prompt

“Which selections are hurting our LEED target? Which fail ADA or fire?”

04

Find alternates

Medium

When a product is unavailable, over budget, or under-sourced, Basis finds candidates with comparable function, character, readiness, and constraints for review.

Example prompt

“The corridor carpet is out of stock. What can we swap without breaking budget or compliance?”

05

Specification export

Medium-High

Once selections are reviewed, Basis assembles graph-backed exports: source summaries, mapped attributes, budget notes, and draft section output.

Example prompt

“Generate the Division 09 spec for the guest room finishes.”

06

Project brief mode

Exploratory

Demo mode for decomposing a hospitality brief into zones, candidate product sets, review queues, readiness status, and sample-ready actions.

Example prompt

“45-room boutique hotel, Austin TX, adaptive reuse, LEED Silver, $180/sqft FF&E.”

How it works

MaterialGraph provides truth. Basis provides workflow.

Externally, one coherent product. Internally, Basis resolves project context, queries the graph, calls structured rule services, and produces reviewable artifacts instead of improvising a specification.

1

Basis

Standalone specification workflow product for architects

2

Project context

Zone, jurisdiction, occupancy, budget, certification, and design intent

3

MaterialGraph

Canonical product records, source, relationships, profiles, and export mappings

4

Rules services

Structured eligibility, sustainability, and project-readiness checks called where needed

5

Review gates

Pass, fail, unknown, blocked, and needs-human-review states

6

Downstream actions

Specification exports, sample requests, alternates, and project artifacts

What comes out

Eligible product set
System schedule
Readiness report
Specification export
Budget summary
Sample request plan

The flywheel

Better product data makes more products eligible for Basis. Eligible products appear in more project workflows. More workflows produce sample requests and specification signal. Brands get sharper pressure to fix missing data. Cycle repeats.

The dependency

Basis proves what MaterialGraph is for.

If the canonical product record is weak, Basis becomes a polished uncertainty layer. If it’s trustworthy, Basis becomes the first consumer product that makes the value of that trust obvious to architects.

MaterialGraph record

Canonical product truth

Blocks, attributes, source, source quality, product relationships, profiles, and export mappings stay governed by MaterialGraph.

Basis readiness

Consumer workflow eligibility

Basis uses the record to decide whether a product can enter compliance-checked, system-complete, or sample-ready workflows.