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Ruh AI vs OpenSpace

OpenSpace sees the jobsite.
Ruh AI runs the business behind it.

OpenSpace captures 360 site walks and tracks progress. Ruh deploys AI employees that estimate, process invoices, run marketing, and book sales, inside the tools your team already uses, and built around how your business actually works.

One AI workforce for estimating, accounts payable, marketing, and sales. Custom built, live in about a week.

Ruh/Estimating
Ruh
Riverside Tower · Level 3 Slab
Estimate #EST-3041 · sourced from 3 drawings
AI drafted · awaiting your approval
24.6 m
A-301 · Slab plan
Quantities taken off automatically, then cross-checked against your historical unit costs.
ItemQtyUnit $Total
Concrete C30/37 · m³142168$23,856
Rebar T16 · t9.41,240$11,656
Formwork · m²61038$23,180
Labor, place & finish · hr32065$20,800
Pump hire · day21,150$2,300
Subtotal$81,792
Contingency 5%$4,090
Estimate total$85,882
The core difference

A point tool, or a workforce.

Both use AI. They solve very different sized problems. Here is the honest framing of each.

OpenSpace logo

OpenSpace

An AI reality-capture platform. A 360 camera on a hard hat walks the site, and the Vision Engine maps every photo to the floor plan and tracks progress. Powerful, and fixed to one job.

  • Scope: construction-phase documentation and progress
  • Needs a 360 camera and regular site walks
  • Tracks built work, it does not estimate or run finance
  • Priced on annual construction volume, quote only
Ruh AI logo

Ruh AI

A digital workforce for construction. AI employees that estimate, invoice, market, and sell across your business, built around your exact workflows and run inside the tools you already use.

  • Scope: estimating, AP, marketing, sales and more
  • Custom AI employees and workflows built for you
  • Works inside your own tools, with human approval
  • One workforce, higher ROI than a stack of tools
Ruh/Accounts Payable
23 of 24 auto-coded today
Apex Concrete Supply
INV-20418
C30/37 ready-mix · 142 m³$23,856
Delivery surcharge$0
Total due$23,856
scanned PDF · page 1 of 1
Extracted & coded by Ruh
3-way match
Vendor
Apex Concrete Supply
PO match
PO-1182 ✓
Amount
$23,856.00
GL code
5100 · Concrete
Job / cost code
Riverside Tower · 03-300
Receipt
Matched ✓
1 invoice this week flagged for review: 6% price variance vs PO.
Real engagements

Built with construction teams, running in their tenants.

Ruh runs inside each customer's own environment, against the tools their team already trusts. Several engagements are under NDA, so the work is shown without naming the firm. Every workstream below is ready to deploy in your business.

Accounts Payable Ready to deploy

National AP, modernized

Replaced a five-stage manual invoice cleanup with an automated pipeline straight into VIM and JD Edwards E1.

Regional GCmultifamily & exterior

Invoice cycle time cut ~70%

Invoice Ops Ready to deploy

Paperless invoice ops

Egnyte-native document matching with automated Bluebeam stamping. No more manual routing across the district.

District operationsenterprise GC

12+ hrs/week saved per district

Exec Support Ready to deploy

An AI concierge

A voice and text assistant handling travel and calendar coordination for senior leadership.

Senior leadershipenterprise GC

~10 hrs/week reclaimed for leadership

Estimating Ready to deploy

Takeoff from drawings

Automated takeoff turns drawings into priced estimates the team reviews, instead of raw quantities to retype.

Preconstructionestimating team

Bid turnaround ~50% faster

Change orders Ready to deploy

Change orders, vetted

Flags scope changes, quantifies the impact across trades, and routes them for approval.

Project controlsenterprise GC

Change-order review: days to hours

Pay applications Ready to deploy

Pay apps and lien waivers

Assembles pay applications and lien waivers from project data, ready for a human to review.

Billing & financeenterprise GC

Billing cycle: 2 weeks to ~3 days

Client testimonials

What construction teams say about Ruh.

Operators across AP, estimating, project controls, and billing, in their own words, with the results they have seen.

Comstock Holding Companies
Orion Group Holdings
Argan, Inc.
ADF Group
Limbach Holdings
Great Lakes Dredge & Dock
Accounts Payable

“Our AP team used to spend the first half of every week untangling the same five-stage invoice cleanup before anything could touch JD Edwards. Ruh's pipeline cleans, codes, and pushes the invoice through VIM with the GL string already right. Month-end stopped being a fire drill.”

Invoice cycle time cut ~70%

Comstock Holding Companies
ControllerComstock Holding Companies
Invoice Ops

“Every district had its own Egnyte folder logic and its own Bluebeam stamping habits. Ruh matched documents the way our PMs would have matched them by hand, then ran the Bluebeam stamps without anyone asking twice. I haven't routed a paper invoice in months.”

12+ hrs/week saved per district

Orion Group Holdings
District Operations LeadOrion Group Holdings
Exec Support

“Our CEO is on the road to three job sites a week, and the fourth is usually somewhere with no usable signal. Having an assistant that handles the calendar holds, the rebooked flights, and the 'where am I tomorrow' over text, without a human in the loop on every move, has given the office back hours we didn't know we were losing.”

~10 hrs/week reclaimed for leadership

Argan, Inc.
Chief of StaffArgan, Inc.
Takeoff & Estimating

“Our estimators were spending more time retyping quantities than thinking about scope. Ruh reads our drawings the way a senior estimator does, it knows what's a connection, what's a stiffener, what's a field weld, and gives us a priced estimate we actually want to review instead of rebuild.”

Bid turnaround ~50% faster

ADF Group
Director of PreconstructionADF Group
Change Orders

“On a complex MEP job you can have forty change events in flight at once, and the cost of missing one is real. Ruh catches the scope shift the day it shows up in the RFI log, ties it back to the right trade, and gives us a quantified impact before the meeting. Our review backlog basically disappeared.”

Change-order review: days to hours

Limbach Holdings
VP, Project ControlsLimbach Holdings
Pay Applications

“Pay app season used to mean two weeks of our billing team chasing waivers across email, SharePoint, and three subcontractor portals. Ruh assembles the whole package, application, conditional and unconditional waivers, in the right order, ready for a human pass. We close billing cycles in days now.”

Billing cycle: 2 weeks to ~3 days

Great Lakes Dredge & Dock
Director of Billing & FinanceGreat Lakes Dredge & Dock

Logos and company names are the property of their respective owners. Quotes and metrics are client-reported, attributed by role and company.

Side by side

Where each one starts and stops.

OpenSpace is strong in its lane. Ruh covers that lane and the rest of the business around it.

Capability OpenSpace Ruh AI
360 jobsite reality capture and progress tracking Yes Partial
connects to your capture tools
Cost estimating and takeoff from drawings No Yes
Accounts payable, invoice capture and coding No Yes
Marketing, content and bid tracking No Yes
Sales and CRM, lead qualification and booking No Yes
Daily field reports written for you Partial
visual record, you write the report
Yes
Autonomous AI employees across departments No Yes
Custom agents and workflows built for your business No Yes
Runs without dedicated camera hardware No
needs a 360 camera
Yes
Works inside your own systems Partial
Procore, Autodesk, BIM
Yes
Procore, Sage, QuickBooks and more
Pricing model Annual volume, quote only AI employees, custom
Scope of work covered Site capture and progress Ten functions plus custom

Comparison based on each product's public website and documentation, June 2026. OpenSpace figures are OpenSpace's own published claims.

Ruh/Field Reports
drafted from 14 notes & 9 photos
Daily Report · Riverside Tower
Tuesday, June 2, 2026
☁ 18°C · partly cloudy Crew 22 · 176 hrs
Work completed
  • L3 slab pour complete, 142 m³ placed and finished
  • Formwork strike, L2 east bay
  • Rebar fixing started, L3 columns C4 to C9
Delays & issues
  • Concrete pump arrived 45 min late, logged against supplier
  • Safety: 0 incidents, toolbox talk completed
Photos attached
Site photo 10:4210:42
Site photo 12:0812:08
Site photo 15:3115:31
Ruh wrote this report from the crew's voice notes and photo timestamps. Review, then file.
What Ruh runs

Ten functions, one workforce.

Togal handles the takeoff. Ruh deploys AI employees across the work that surrounds it, sharing one knowledge base and one audit trail.

Takeoff and estimating

Automated takeoff turns plans into priced, reviewable estimates, not just raw quantities to retype.

AP invoice intelligence

Capture, code, and post supplier invoices into your accounting system.

Change order vetting

Flag scope changes, quantify impact across trades, and route for approval.

Daily field reports

Turn site notes and logs into clean, consistent daily reports automatically.

Bid tracking

Track every invitation to bid, due date, and follow-up in one place, so no opportunity slips through.

Sales and CRM

Qualify leads, follow up, and book meetings, straight into your CRM.

75%

less busywork across Ruh deployments

90%

less spend on the work AI now owns

~1 wk

to a live deployment on your stack

10

functions in one shared workforce

75% and 90% are Ruh's advertised platform outcomes. Your results depend on scope and rollout.

Ruh/Sales · Sarah
this week: 7 qualified · 3 booked
Inbound leads
Delmar Builders
Hot · 92
Website form · GC, 40 to 60 staff
Northgate Mech
Warm · 71
LinkedIn · subcontractor
Bayline Concrete
Warm · 66
Referral · estimating lead
Delmar Builders
Meeting booked
Do you handle estimating and AP for mid-size GCs? We are drowning in invoices.
Yes, both. Ruh deploys AI employees for estimating and accounts payable inside your stack. Quick read on fit: which accounting system are you on, and roughly how many invoices a month?
Drafted by Sarah · in your tone
Sage 300, about 600 a month. Can we see it?
Booked: Thu, Jun 4 · 2:00 PM
7
qualified
3
demos booked
2.1h
saved / day
Built around you

Not a generic tool. A workforce built around your business.

Point tools ship everyone the same fixed features. Ruh starts with every capability already in the market, then builds on top, custom AI employees and workflows shaped to how your business actually runs. That is where the ROI lives.

Every market feature, included

Whatever the point tools do, Ruh already covers, in one platform.

Custom built on top

Need something specific? We build the AI employee or workflow for it.

Fit to your stack and process

Ruh adapts to how you work, not the other way around.

Higher ROI, not another tool

One workforce that owns outcomes, instead of a stack of subscriptions.

Ruh/Change Orders
Rev C detected · 11 min ago
CO-014 · Revised L4 beam sizing
Triggered by drawing revision S-204, Rev C vs Rev B
Impact assessed · awaiting approval
What changed

Beam B-12 upsized from 400x600 to 450x700. Ruh compared the revised structural set against the issued-for-construction drawings and quantified the knock-on across trades.

Detected automatically · no manual redline
Trade impactChange
Concrete+$4,200
Rebar+$1,850
Formwork+$0
Schedule+2 days
Net cost impact+$6,050
Beyond the walk-through

Visibility is a start.
Doing the work is the job.

OpenSpace shows you what happened on site. It does not update the estimate, post the invoice, or write the report. Ruh takes the field reality and does the work that follows, with a person approving before anything is final.

See it on your own work
1

Capture the field

Site walks and photos record progress. OpenSpace does this well.

2

Turn it into work

Ruh drafts the daily report, updates quantities, and flags scope changes.

3

Approve and move on

A human signs off in your tools. Then Ruh moves to the next task.

Ruh/Marketing
12 bids tracked · 0 missed
Bid board
Submitted2
Lakeside Civic Center
$2.4M · due passed
Due this week3
Harbor Logistics Hub
$5.1M · due Fri
In progress3
Maple Grove Schools
takeoff 60%
Won3
Riverside Tower
awarded
12
tracked
3
due this week
0
missed
Content this week
Blog: How AI cut our takeoff time
Published · 412 reads
LinkedIn: project win post
Scheduled · Thu 9:00
Email: monthly bid digest
Sent · 38% open
The AI reality

Most construction AI never pays off.

A point tool saves time on one task. It rarely changes the P&L. The research on AI adoption is blunt about it.

95%

of organizations get zero return from generative AI.

MIT NANDA

42%

of companies abandoned most of their AI initiatives.

S&P Global

5%

extract real value. Ruh is built to put you there, by owning whole functions, not one task.

The bar Ruh builds to

Built for builders

It runs where your work already lives.

Ruh works inside the construction stack, not beside it. No rip and replace.

Procore
Procore
Sage
Sage 300 CRE
Viewpoint
Viewpoint Vista
QuickBooks
QuickBooks
Bluebeam
Bluebeam Revu
Salesforce
Salesforce
HubSpot
HubSpot
Oracle JD Edwards
JD Edwards E1
Microsoft 365
Microsoft 365
Microsoft Teams
MS Teams
Egnyte
Egnyte

Logos are the property of their respective owners and shown to indicate supported integrations.

Keep OpenSpace for site capture if you like it.
Let Ruh run the rest.

Bring one slow, repetitive workflow to a 30-minute call. We will deploy an AI employee on it and show real output before we hang up.

FAQs

Ruh AI vs OpenSpace, answered.

The questions construction leaders ask when they compare the two.

Is Ruh AI a reality-capture tool like OpenSpace? +

No. Ruh does not replace a 360 camera or site walks. It connects to the capture tools you use and runs the business work around them, estimating, invoicing, reporting, marketing, and sales. If you like OpenSpace for documentation, keep it, and let Ruh own the workflows it never touches.

Do I have to replace OpenSpace to use Ruh? +

No. They solve different problems. Many teams keep OpenSpace for capture and deploy Ruh on the functions OpenSpace does not cover. The two run side by side.

Can Ruh do things OpenSpace cannot? +

Yes. OpenSpace is fixed to capture and progress. Ruh is a workforce you can extend, with custom AI employees and workflows built for how your business runs, on top of every capability already in the platform.

Does Ruh work with Procore and Autodesk? +

Yes. Ruh runs inside the construction stack, including Procore, Sage 300 CRE, Viewpoint Vista, QuickBooks, Bluebeam Revu, Salesforce, HubSpot, Microsoft 365, and Teams.

How is pricing different? +

OpenSpace prices on annual construction volume, quote only, and progress tracking is a paid add-on. Ruh is priced as a workforce around the functions you deploy, not on hardware or volume. The right comparison is cost per outcome owned.

How fast can Ruh go live? +

About a week for a first deployment on your stack, with custom work scoped from there. The 30-minute walkthrough starts on one real workflow and you see output on your own work.

Ruh AI vs OpenSpace: Beyond Reality Capture