Spec Hub by Fohlio — Now in Beta

The specification platform that thinks with you

Paste a URL. Get a full spec. Spec Hub’s AI pulls product data from any vendor page in seconds — and keeps every item tracked from budget to purchase order.

AI Product Import

officefurniturestore.com/mesh-chair-ch500
Ingest
✦ AI Extracted
Product Name
Aeron Ergonomic Mesh Chair — Black
Dimensions
12″ × 14″ × 18″
Weight Cap.
250 lbs
Warranty
1 Year
Price
$199.99
BIFMACECErgonomicAdjustable Arms
0
manual data entry
3
lifecycle stages
1
unified history log
Trusted by FF&E teams at
Studio FormaMeridian InteriorsHolloway + Co.Vera Design GroupAlto ProcurementCompass FF&E

AI-Powered Data Ingestion

Paste a link.
Get a full spec.

No more copy-pasting. No more chasing data sheets. Spec Hub’s AI reads any vendor product page and extracts every relevant field — automatically.

1
Paste any vendor URL
Works on any manufacturer or dealer website — no integrations required.
2
AI extracts product data
Name, description, images, dimensions, materials, certifications, and pricing pulled in seconds.
3
Review and add to spec
Confirm, edit, and add the product to your project. It also lands in your Catalog automatically.
Before Spec Hub
Find product online5 min
Manual data entry12 min
Track down data sheet8 min
Copy images4 min
Verify specs6 min
35+ min per product
With Spec Hub AI
Find product online5 min
Paste URL → AI ingestion~15 sec
Review & confirm1 min
~6 min total

What’s New in Spec Hub

Every part of the workflow,
rebuilt from scratch

Spec Hub is not an update — it’s a completely new specification platform designed around how design and procurement teams actually work.

🤖

AI Product Ingestion

Paste any vendor URL and the AI extracts the product name, description, images, dimensions, materials, certifications, and pricing. Zero re-entry.

AI-Powered
📦

Custom Fabrication

Specify bespoke pieces end-to-end. Add individual parts — fabric, frame, hardware, finish — as components. Pricing rolls up automatically.

Bespoke Workflow
🔄

Lifecycle Stages

Every item is explicitly Budgeted, Quoted, or Ordered — so your Design Lead, Procurement Manager, and CFO never misread the same number.

Budget Control
📚

Self-Building Catalog

Every product you specify is automatically added to your Catalog with its vendor source, pricing history, and component structure. Your history becomes your advantage.

Institutional Memory
🗂️

Collections & Templates

Replace one-off setups with reusable Collections. Built for hotel chains, retail rollouts, and repeat typologies.

Repeat Work

Unified History Log

Revisions, approvals, and comments connected into a single chronological log per item. Every decision is timestamped, traceable, and defensible.

Audit Trail

Lifecycle Tracking

Know exactly where
every item stands

One of the most common profitability leaks in FF&E projects: confusing what’s been budgeted, quoted, and ordered. Spec Hub makes it impossible to mix them up.

01
Budgeted

Quantity and price estimate. The placeholder that anchors your early-stage budget. Clear from day one — not mistaken for a confirmation.

02
Quoted

Vendor has confirmed pricing. The spec is real. Your budget number is now based on an actual quote, not an assumption.

03
Ordered

Purchase order issued. The item is committed. Your financial picture is locked — no ambiguity, no drift.

Why it matters for your bottom line

Budget overruns are rarely caused by bad decisions. They’re caused by miscommunication about where a project actually stands. When your entire team shares a system-enforced definition of each stage, your numbers stop drifting. That’s what margin protection looks like at the process level.

The Product Catalog

Your past work becomes
your future advantage

The old Library required active management. The Catalog builds itself — vendor source, pricing history, and component structure preserved automatically for every product you specify.

  • Faster budgeting. Search past specifications by material, vendor, price range, or space type — instantly.
  • Better vendor negotiations. A pricing database that grows more accurate with every project you run.
  • Stop rediscovering. No more hunting through old project files to find the sofa you specified two years ago.
🪑
Aeron Ergonomic Mesh Chair
Herman Miller via OfficeFurnStore
$199.99
Ordered
🛋️
Auden Armchair — Upholstered Teak
FabricCo Direct
$2,425.00
Quoted
💡
Leura Pendant — Brushed Brass
Lighting Collective
$340.00
Budgeted
🪨
Convex Wall Mirror — 36″
Meridian Décor
$520.00
Quoted
🛏️
Platform Bed Frame — Walnut
Studio Timber
$1,850.00
Ordered

Collections & Templates

Turn repeat work into
a reusable system

Collections replace the old “Blocks” with something far more powerful — a complete, reusable product scope for an entire space type, applied in one step.

🏨

Prototype Projects

Define a master project template for your most common typologies — hotel rooms, retail locations, apartment units. Every new project inherits the full structure in one step.

📋

Product Templates

Save pre-configured product specs — including custom fabrication components — as reusable templates. Apply your approved upholstery formula to any project instantly.

🏢

Multi-Property Rollouts

Running a 40-room hotel renovation? Collections let you apply the full FF&E scope to every room type in minutes — not hours of copy-pasting.

📐

Brand Standards

Lock in approved products, finishes, and vendors for clients with brand guidelines. Every project starts from a compliant baseline.

End-to-End Workflow

From concept to purchase order —
in one place

Spec Hub connects every stage of the specification process into a single, auditable system. No more switching between spreadsheets, emails, and disconnected tools.

🔍
Find & Ingest
Paste a vendor URL. AI pulls all product data.
📁
Organize
Assign to Collections and space types in your project.
💬
Review & Approve
Comments, revisions, and client signatures in one log.
📊
Track Lifecycle
Move items from Budgeted → Quoted → Ordered.
📚
Build Catalog
Every spec feeds your growing product database.

Frequently Asked Questions

Everything you need
to know

Spec Hub is purpose-built for interior design and FF&E procurement teams. Here are the questions we hear most often.

Can’t find your answer? Join the beta and ask our product team directly.

What is Spec Hub and how is it different from Fohlio?+

Spec Hub is Fohlio’s completely rebuilt specification platform — not just an update. It introduces AI-assisted product data ingestion, explicit lifecycle stage tracking, reusable Collections, and a unified history log. Designed from the ground up for the full FF&E workflow from first concept to final purchase order.

How does the AI product import work?+

Paste any product URL from any vendor or manufacturer website into Spec Hub. The AI automatically reads the page and extracts the product name, description, imagery, dimensions, materials, certifications, and pricing — all without any manual re-entry. No integrations or vendor partnerships required.

What does the Budgeted / Quoted / Ordered distinction mean?+

These are the three lifecycle stages every item in Spec Hub carries. Budgeted = quantity and price estimate. Quoted = vendor has confirmed pricing. Ordered = purchase order has been issued. This prevents the most common source of FF&E budget overruns: teams misreading the status of an item.

What are Collections and how do they replace Blocks?+

Collections are the successor to the old “Blocks” concept — but far more powerful. A Collection is a complete, reusable product scope for a space type. Combined with the Prototype Project → Product Template hierarchy, Collections let firms apply a full FF&E specification to any room in a single step.

Does Spec Hub support custom fabrication and bespoke pieces?+

Yes — custom fabrication is a first-class workflow in Spec Hub. You can add individual components (upholstery fabric, frame material, hardware finish) as separate spec elements with their own quantities and pricing. The pricing module calculates total fabrication cost automatically.

What is the Product Catalog and how does it differ from the old Library?+

The old Library required active management. The new Catalog builds itself. Every product you specify in any project is automatically added to the Catalog with its vendor source, pricing history, and component structure intact. Over time it becomes a pricing database that makes budgeting faster and vendor negotiations stronger.

How does Spec Hub’s approval and revision history work?+

Spec Hub connects revisions, approvals, and comments into a single, chronological history log per item. Every change is timestamped and traceable. When a client asks why something changed, or a vendor disputes an order, you have a complete paper trail in three clicks — not scattered across emails and spreadsheets.

SPEC HUB

Early Access — Limited Spots

Be the first to
build with Spec Hub

We’re inviting a small group of design and procurement professionals to test AI product ingestion on their real projects before public launch.

Beta testers receive early access, direct product team feedback, and a first look at the full Spec Hub feature set at launch.