One Platform for End-to-End Infrastructure Management
Infravoryn AI is a connected project intelligence platform for civil engineering and infrastructure teams that brings intake, surveys, drawings, estimating, planning, field operations and closeout into one place — with AI reading every document, flagging risks early and recommending the next action.
Every project, every risk, every decision — on one screen.
Most leaders still piece together project status from emails, spreadsheets and separate tools — and problems often stay hidden until they reach the field. The Infravoryn AI dashboard brings your entire operation into one live view, with AI watching every project for you — so you always know what needs attention and can act while there is still time to fix it.
app.infravoryn.com/dashboardLIVE · DASHBOARD
Infravoryn AI — project dashboard with risk matrix, budget trends and AI insights
100%
lifecycle on one platform
One source of truth
Intake through closeout on one connected platform.
~88%
auto-extraction on digital PDFs
Act before problems escalate
Portfolio signals update as data lands — not after manual rollups.
4
risk dimensions per project
Portfolio risk visibility
Schedule, cost, quality and safety on one live matrix.
The Nestack construction suite
Built for every corner of construction.
Construction moves differently in every field, with unique teams, workflows, documents, and decisions. Your tools should be built to work the way your industry does.
Each module uses AI to handle the heavy lifting in one part of your project — reading documents, spotting problems early and keeping your team aligned. Everything connects back to your dashboard so leaders always see the full picture.
app.infravoryn.com/intakeLIVE · DASHBOARD
Project Intake & Documents — Infravoryn AI
Project Intake & Documents
Start every project with the right information
Most delays begin with incomplete or messy project files. AI reads your tenders, contracts and specs as soon as they arrive — pulls out the key details, organises them automatically and tells you what is still missing before your team commits time and budget.
Reads any document you upload
Finds gaps before work starts
No manual data entry
app.infravoryn.com/surveyLIVE · DASHBOARD
Survey & Site Data — Infravoryn AI
Survey & Site Data
Trust your site data before crews mobilise
Wrong survey numbers lead to expensive rework on site. AI checks every coordinate and elevation against your design, flags values that look off and gives each reading a confidence score — so bad data is caught in the office, not in the field.
Validates survey automatically
Spots outliers early
Confidence on every point
app.infravoryn.com/drawingsLIVE · DASHBOARD
Drawings & Engineering Review — Infravoryn AI
Drawings & Engineering Review
Catch design problems before they cost you
Fixing a drawing issue in the field costs far more than fixing it on screen. AI reviews your sheets against codes, specs and permit rules — highlights conflicts and ranks them by severity so engineers resolve the right problems first.
Checks drawings vs codes & specs
Ranks issues by severity
Fix early, build right
app.infravoryn.com/estimatesLIVE · DASHBOARD
Estimating & Bid — Infravoryn AI
Estimating & Bid
Build accurate bids in a fraction of the time
Manual estimating is slow and easy to get wrong. AI pulls quantities straight from your drawings and specs, applies cost logic from past projects and assembles a bid package — so your team submits faster bids with fewer missed line items.
Quantities from real documents
Learns from past estimates
Ready-to-submit bid packages
app.infravoryn.com/planningLIVE · DASHBOARD
Planning, Procurement & Coordination — Infravoryn AI
Planning, Procurement & Coordination
Keep people, materials and schedules aligned
Most schedule slips trace back to a material delay or a crew that was never booked. AI links your work packages to procurement and resource plans — and warns you when something does not line up before the gap becomes a delay.
Field teams generate reports every day, but design teams often learn about problems too late. AI reads inspection logs and site records, compares what was built to what was designed and raises a flag the moment something does not match.
Reads field reports automatically
Compares site vs design
Flags mismatches instantly
And the rest of the pipeline.
app.infravoryn.com/qualityLIVE · DASHBOARD
Quality, Progress & Safety — Infravoryn AI
Quality, Progress & Safety
Never let a failed test go unnoticed
A missed concrete test or safety gap can shut down a site. AI checks every result against your spec limits, recommends corrective steps on failures and keeps a clear record — so nothing slips through during a busy week.
Checks results vs spec
Recommends corrective action
Full audit trail
app.infravoryn.com/reportsLIVE · DASHBOARD
Reports, Closeout & Handover — Infravoryn AI
Reports, Closeout & Handover
Close projects faster with nothing left behind
Closeout paperwork often drags on for months after the work is done. AI tracks every document still needed for handover, assembles sign-off packages and shows exactly what is missing — so you get paid and move on to the next job.
Tracks missing closeout items
Auto-assembles handover packs
Faster final payment
app.infravoryn.com/knowledgeLIVE · DASHBOARD
Knowledge Base — Infravoryn AI
Knowledge Base
Turn past projects into your competitive edge
Your best estimators and engineers carry years of know-how in their heads. AI captures cost benchmarks, lessons and standards from completed work and makes them searchable — so every new project benefits from everything your team has already learned.
Searchable project history
Reusable cost benchmarks
Institutional memory, always on
How It Works
Your workflow, from documents to decisions.
01
Import your project data
Tenders, surveys, drawings, specifications and field records land in one workspace. AI organises each upload, structures the information and flags what is still missing before your team commits schedule or budget.
02
Run every stage connected
Intake, survey, drawing review, estimating, planning, field operations, quality and closeout work as linked modules — alongside your CAD, BIM, ERP and project-management tools, without re-keying between stages.
03
Lead from the command dashboard
Portfolio health, per-project risk and AI-prioritized alerts live on one screen — so engineering, field and leadership teams see what needs attention before problems reach the site.
Traditional SaaS vs Infravoryn AI
Don’t settle for the AI your software chose.
Most platforms ship one model and you work inside its limits. Infravoryn AI puts an orchestration layer between the document and the model, so every step of an extraction runs on the intelligence that suits it.
Traditional SaaS
Built-in AI
One model, one pass, and no step you can point somewhere else.
You work within its limits.
Infravoryn AI · Routed extraction
01
Read plan sheets and spec tables
OCR, layout detection and table structure on every page.
Mistral
Document AI
02
Classify every sheet
Structural, civil, MEP, survey and spec pages tagged by discipline.
Open Weights
Inference Providers
03
Hold the whole document set in context
Cross-sheet references, title blocks and revision chains kept together.
Gemini
Gemini API
04
Extract callouts, dimensions and metadata
Structured fields with source regions and per-field confidence.
OpenAI
Responses API
05
Draft code-audit and compliance notes
Findings tied to ACI 318 and ASTM requirements.
Claude
Messages API
06
Score confidence and route the review queue
Low-confidence fields held for human verification before export.
DSDeepSeek
DeepSeek API
ONE VERIFIED EXTRACTION RECORD
87,620 ENTITIES · 91% WEIGHTED CONFIDENCE · 412 HELD FOR REVIEW
Note: Model names are the property of their owners and appear here only to say which APIs an intake step can be routed to. No endorsement or partnership is implied. Models are named without version numbers because the frontier re-ranks faster than a page can be edited.
Compliance
Mapped to the codes your work is inspected against.
Infravoryn AI recognises these standards in your documents, tags each callout to the reference it belongs to and keeps the evidence trail your reviewers and inspectors ask for. Sign-off stays with your engineers.
ACI 318
American Concrete Institute — Building Code Requirements for Structural Concrete
Infravoryn AI extracts and tags concrete specifications, rebar schedules and design notes so structural sheets can be checked against ACI 318 requirements.
ASTM
ASTM International — Standard Specifications and Test Methods for Construction Materials
Infravoryn AI recognises ASTM designations in material notes and submittal packages and links each callout to the referenced standard.
Note: These are standards the platform is built to support inside your workflows — obligations that fall on you as the licensee. They are not certifications held by us, and support in the product is not a substitute for your own counsel or compliance officer.
Add-ons
Add the hardware your workflow needs.
An optional field device that streams live measurements into your extraction workspace — reconciling what your crew captures on site against your survey points and extracted plan-sheet dimensions.
Bluetooth Laser Distance Meter
A pocket laser rangefinder that captures on-site distances, heights and areas and streams every reading over Bluetooth into your workspace — auto-reconciling field measurements against digitized survey points and extracted plan-sheet dimensions.
Survey & Site Data
Field Operations
Drawings & Engineering Review
Note: Hardware, installation, and integration are not included in the standard subscription. Additional charges apply based on the hardware selected, integration modules required, and implementation scope.
Connectivity
Your whole stack, connected.
Salesforce, Procore, Primavera, SharePoint — and the rest of what your projects already run on. 15 integrations across the civil-engineering pipeline, every one reading the tool’s own public API.
Salesforce
Pipedrive
Outlook
SharePoint
OneDrive
Teams
MS Project
Slack
Salesforce
Pipedrive
Outlook
SharePoint
OneDrive
Teams
MS Project
Slack
Salesforce
Pipedrive
Outlook
SharePoint
OneDrive
Teams
MS Project
Slack
Salesforce
Pipedrive
Outlook
SharePoint
OneDrive
Teams
MS Project
Slack
Salesforce
Pipedrive
Outlook
SharePoint
OneDrive
Teams
MS Project
Slack
Salesforce
Pipedrive
Outlook
SharePoint
OneDrive
Teams
MS Project
Slack
Salesforce
Pipedrive
Outlook
SharePoint
OneDrive
Teams
MS Project
Slack
Salesforce
Pipedrive
Outlook
SharePoint
OneDrive
Teams
MS Project
Slack
DocuSign
Monday
Procore
Fieldwire
Acumatica
Primavera P6
Smartsheet
DocuSign
Monday
Procore
Fieldwire
Acumatica
Primavera P6
Smartsheet
DocuSign
Monday
Procore
Fieldwire
Acumatica
Primavera P6
Smartsheet
DocuSign
Monday
Procore
Fieldwire
Acumatica
Primavera P6
Smartsheet
DocuSign
Monday
Procore
Fieldwire
Acumatica
Primavera P6
Smartsheet
DocuSign
Monday
Procore
Fieldwire
Acumatica
Primavera P6
Smartsheet
DocuSign
Monday
Procore
Fieldwire
Acumatica
Primavera P6
Smartsheet
DocuSign
Monday
Procore
Fieldwire
Acumatica
Primavera P6
Smartsheet
Tool names and marks belong to their respective owners. No endorsement or partnership implied.
Pricing
One plan. Every extraction workflow.
Simple, flat pricing for the whole platform — no per-seat maths, no tiers to decode. Talk to us and we’ll tailor it to your engineering team.
Starting at
$200/mo
Full access to every module — extraction, surveys, blueprints, estimates, maintenance, field reporting, code audits, vision and routing.
Note: AI API usage is charged separately. Clients must recharge their AI credit balance based on their usage.
Onboarding
What your onboarding fee covers
A one-time setup that gets your civil-engineering team extracting defensible operational data from every plan sheet, survey, and field document before the first monthly cycle — we load your existing document corpus, tune extraction to your disciplines and CAD/BIM/ERP targets, and wire each module from blueprint parsing through project admin routing to how your team actually works. The fees below are a starting point: your final onboarding is scoped once we understand your environment, security needs, integrations, data volume, compliance requirements, and deployment model.
Essential
$1,000+one-time
Kickoff call and rollout plan scoped to your engineering team
Workspace provisioning and admin account setup
Import of a sample plan set, survey file, and field-report batch
Extraction tuned to your core sheet types — plans, surveys, spec tables, forms
Callout, dimension, and drawing-metadata schemas configured to your CAD standards
Roles and permissions set for your first extraction reviewers and PMs
Live-readiness check on a real document corpus before the first monthly cycle
Onboarding handbook and self-serve help resources
Plus
Most teams
$2,500+one-time
Everything in Essential, plus:
Guided migration of historical projects, drawing archives, and survey records
Two integrations — CAD / BIM, ERP, or your document-management system
Custom extraction thresholds and per-discipline confidence targets configured
Field Reporting and Code Permit Audit modules wired to your workflows
Live training for engineers, PMs, and admins, with a recording
Dedicated onboarding specialist for the rollout
Enterprise
$5,000+one-time
Everything in Plus, plus:
Tailored rollout across multiple offices, divisions, or infrastructure programmes
Bespoke integrations and API / SSO configuration against your systems of record
Bulk drawing-archive and project-history migration with cleansing and reconciliation
Role-based training tracks for engineers, PMs, permit specialists, and admins
Compliance and audit-trail configuration for defensible extraction evidence
Named onboarding manager with a committed go-live date
Where it runs
Run Infravoryn AI whichever way your team’s data policy needs — the subscription is the same either way; only onboarding may differ by environment.
Cloud (SaaS)
Runs in Nestack's managed cloud — the fastest way to start. We provision your workspace and your engineers are extracting structured data the same week, with updates and scaling handled for you.
Private / self-hosted
The same platform deployed inside your own infrastructure — your cloud, VPC, or on-prem — for teams that keep drawing archives, survey data, and project records in-house. Your engineering documents never leave your environment, and the monthly subscription stays the same.
Infravoryn AI ships
Extraction agents, in production, reading real engineering documents.
Structured records from plan sets, surveys and field forms — live in your CAD, BIM, GIS and ERP targets through documented API integrations, with each agent mapped to the modules your team already runs.
Document extraction and blueprint parsing agents
Field reporting and code-permit audit agents
Both catalogued in playbook 2.07
Sister platform — Nestack Agent Care
P 07 · 23 playbooks
Your construction AI agents, run like production systems.
Telemetry, evaluations, guardrails, human review and incident response — pinned to the Construction industry playbook so extraction and routing agents stay reliable from intake through export.
Your subscription gives your team access to the Infravoryn AI platform across project intake, surveys, drawing review, estimating, planning, field operations, quality, reporting and closeout. Pricing starts at $200/month, with no per-seat pricing. Your final subscription is confirmed based on the needs of your engineering team.
Is there a setup or onboarding cost?
Yes. Onboarding is a one-time cost because we configure Infravoryn AI around the way your team actually works. This can include importing existing project files, tuning extraction for your drawings and specifications, setting user permissions, connecting your existing systems and preparing your team for go-live. The current onboarding options start from $1,000+ depending on scope.
Can we try Infravoryn AI with our own project documents before we buy?
Yes. During the demo, you can choose a real document set or workflow from your own projects. We can show how Infravoryn AI reads your plans, surveys, specifications or field records so your team can judge the results on familiar work before committing to onboarding.
Do we have to replace Procore, Primavera, CAD, BIM or our ERP?
No. Infravoryn AI is designed to work alongside the systems your team already depends on. It can connect project information with CAD, BIM, ERP and project-management tools, helping reduce duplicate entry and disconnected information rather than forcing your team into another isolated system.
What happens if the AI gets something wrong?
Your engineers stay in control. Infravoryn AI attaches confidence to extracted information and can hold uncertain results for human review rather than treating every AI output as final. Engineering approval and sign-off remain with your team, giving you automation without removing professional oversight.
Where will our drawings, surveys and project data be stored?
You can use Infravoryn AI in Nestack's managed cloud or deploy it privately inside your own cloud, VPC or on-premise environment. For teams with stricter data policies, the private option keeps engineering documents inside your own infrastructure.
How quickly can our engineering team go live?
Cloud deployments provide the quickest route to launch, and the platform can be provisioned so teams begin working with structured project data within the same week. More complex rollouts involving historical project migration, CAD/BIM/ERP integrations, SSO or multiple offices are scoped during onboarding so your team has a clear rollout plan before work begins.
How do we know the subscription will actually save us time?
The value comes from removing work your engineers, estimators and project managers are currently doing manually: reading large document sets, re-entering information, checking drawing details, assembling estimates, chasing missing project information and preparing closeout records. The best way to validate the value is to run the platform against one of your own document-heavy workflows during the demo.
What support do we receive after purchasing?
Your onboarding includes workspace setup, readiness checks and guidance for getting your team started. Higher onboarding levels can also include historical-data migration, integrations, live training, a dedicated onboarding specialist and tailored rollout support. The platform's AI agents are also monitored in production rather than being treated as unattended automation.
Are field devices or hardware included in the subscription?
No. The subscription covers the Infravoryn AI software platform. Optional field hardware, installation and hardware integrations are priced separately, so teams that only need the software are not paying for equipment they do not use.
Book a demo
See Infravoryn AI on your own document set.
Pick a time, tell us who you are, then choose what you want to see — we’ll run Infravoryn AI on an engineering document set you care about.
