Turn complex bid packages into structured, defensible estimates.
Torqevryn AI automatically parses construction RFPs, specifications, blueprints, and addenda — extracting scope items, CSI division quantities, and compliance risks straight into your estimating workflow.
Every clause, quantity, and readiness signal on one screen.
Torqevryn AI reads the entire commercial bid package — RFPs, specs, addenda, bid forms, site notes — pulls scope, quantities, and requirements into structured fields, and forecasts bid readiness with confidence and risk on every clause, so estimators clear exceptions before submission instead of after.
app.torqevryn.ai/bid-cockpit
9.8 / 10
AI Confidence Score
High-confidence consensus across extracted specs & addenda
38.5h
Estimator Time Saved
Average takeoff and scope review hours saved per bid
5.2x
Workflow Efficiency Gain
End-to-end turnaround acceleration from RFP to proposal
3.6x
Bid Submission Capacity
More qualified commercial packages submitted per team
AI
AI Bid Cockpit — Clear the top 6 flagged exceptions — 2 bonding requirements, 2 addenda date conflicts, 1 allowance ambiguity, 1 exclusion mismatch — and the AI confidence score climbs from 8.7 to 9.8 out of 10, saving an additional 6.2 hours of preconstruction review.
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.
Purpose-built AI tools for every stage of preconstruction.
Torqevryn AI breaks down complex bid management into specialized modules — from drawing takeoffs and scope gap detection to proposals and compliance audit. Each module automates a dedicated workflow while sharing a single source of truth.
TORQEVRYN AIDashboardPreconstructionProcurementMobilizationCoordinationFieldworkCommercialCloseoutPreconstructionSearch projects, documents, or tasks...
Blueprint Takeoff Automation
Automated partition takeoffs directly from architectural drawing revisions
Measures partition linear footage, wall assemblies, and square footage directly from drawing sets. Compares revisions automatically — flagging where Revision C adds footage to keep estimates verified.
Partition Takeoff
Revision Compare
Linear Takeoff (LF)
Area Measurement
Estimate in Review
Drawing SYN-A-214
app.torqevryn.ai/procurement
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Procurement & Buyout Packages
Package tracking across scope review, commitments, and fabrication
Manages trade procurement buyout packages across Kanban stages — resolving scope exclusions, vendor commitments, need-by delivery dates, and fabrication releases before mobilization.
Scope Review
Committed
Release Ready
Fabricating
Delivery
Scope Exclusions
app.torqevryn.ai/mobilization
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Site Logistics & Mobilization Readiness
Spatial logistics, delivery routing, and work area staging coordination
Maps site access gates, delivery entrance routing, material laydown staging zones, temporary utility drops, and phased work areas directly onto floor plans to guarantee site mobilization readiness.
Work Areas A–C
Delivery Entrance
Delivery Routes
Material Staging
Temporary Power
Site Logistics Plan
app.torqevryn.ai/coordination
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Submittal Review & Spec Verification
Automated submittal extraction and manufacturer spec verification
Extracts engineering parameters, equipment cut sheets, and contractor review revisions against project design specs to verify manufacturer compliance before fabrication sign-off.
Contractor Review
Spec Verification
Parameter Extraction
Revision Compare
Model AHU-42
SYN-SUB-018
app.torqevryn.ai/fieldwork
TORQEVRYN AIDashboardPreconstructionProcurementMobilizationCoordinationFieldworkCommercialCloseoutFieldworkSearch projects, documents, or tasks...
Weekly Work Planning & Field Execution
Weekly trade work planning, crew staging, and lookahead coordination
Coordinates weekly work plans and trade crew staging across lookahead stages — identifying constraint blockers, inspection dependencies, and field completion milestones.
Weekly Work Plan
Area A–C Staging
Ceiling Closure
Door Frames
Partition Framing
Milestone Tracking
Module 1 of 5 · Takeoffs
Complete Commercial & Closeout Coverage
Swipe coverage modules →
app.torqevryn.ai/commercial
TORQEVRYN AIDashboardPreconstructionProcurementMobilizationCoordinationFieldworkCommercialCloseoutCommercialSearch projects, documents, or tasks...
Commercial Scope Change & Cost Build-Up
Defensible change order build-up, rate verification, and proposal drafting
Builds defensible change order proposals with itemized labor, material quotations, and auditable evidence trails — flagging cost variance between vendor quotes and rate build-ups.
SYN-CE-019
Partition Scope Change
Draft Proposal
Rate Build-Up
Cost Variance
Audit Trail
app.torqevryn.ai/closeout
TORQEVRYN AIDashboardPreconstructionProcurementMobilizationCoordinationFieldworkCommercialCloseoutCloseoutSearch projects, documents, or tasks...
Turnover Readiness & Closeout Assurance
System readiness matrix, inspection evidence, and closeout validation
Audits MEP and architectural systems across inspection records, functional verification tests, as-built drawings, O&M care documentation, and warranties to guarantee zero-defect turnover.
System Readiness Matrix
Inspection Evidence
Functional Verification
Record Drawings
O&M / Care Documents
Warranty Evidence
Module 1 of 2 · Commercial
How It Works
From RFP intake to a defensible submission, in three steps.
01
Upload the bid package
Drop in project specs, addenda, blueprint drawings, and bid forms. Torqevryn AI ingests the full package instantly without manual document sorting or pre-tagging.
02
AI extraction & takeoff
The AI parses every document — extracting scope items, CSI division quantities, and compliance covenants while cross-checking addenda against base specifications.
03
Review exceptions & submit
Estimators review flagged scope gaps or low-confidence items in the exception queue, then export audit-ready estimates and proposals directly to your workflow.
Traditional SaaS vs Torqevryn AI
Don’t settle for the AI your software chose.
Most platforms ship one model and you work inside its limits. Torqevryn AI puts an orchestration layer between the document and the model, so every step of an extraction runs on the intelligence that suits it.
Swipe comparison cards →
Traditional SaaS
Card 1 of 2
Built-in AI
One model, one pass, and no route to better reasoning when a sheet is dense, handwritten, or ambiguous.
Torqevryn AI · Routed extraction
Card 2 of 2
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, IBC, 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
1 of 2: Traditional SaaS (Swipe to see Torqevryn AI →)
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
Aligned to the standards your bid package is judged against.
Torqevryn AI parses and validates extracted specifications, safety mandates, and code obligations around the core standards governing commercial construction — ensuring every bid submission is structured, verified, and defensible before sign-off.
Swipe standards →
CSI MasterFormat
CSI MasterFormat® Division Standards
Automatically classifies and maps extracted specifications, drawings, and scope items into standard MasterFormat divisions (00–48), ensuring bid packages align with subcontractor trade breakdowns and standard estimating structures.
OSHA 29 CFR 1926
OSHA Construction Safety & Health Regulations
Scans contract general conditions, Division 01 specifications, and project manuals to flag mandatory OSHA 1926 safety requirements, site-specific safety plan submittals, and required personnel certifications before bid submission.
International Building Code
International Building Code® (ICC IBC)
Cross-checks specification sheets, fire-rating standards, and permit documentation requirements against referenced IBC model codes to surface code discrepancies and required approvals before bids are locked.
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.
Optional field telemetry devices and laser meters streaming real-time measurements straight into your extraction workspace — reconciling live site captures against survey points and extracted plan-sheet dimensions.
Swipe hardware add-ons →
Site Telemetry Device
IoT Field Telemetry Gateway
A ruggedized site gateway device streaming continuous field telemetry, signal waveforms, and sensor readings over Bluetooth and Cellular directly into your bid cockpit workspace.
Telemetry & Site Data
Field Operations
Real-time Sync
Field Measurement Device
Bluetooth Laser Distance Meter
A pocket laser rangefinder capturing on-site distances, heights and areas — streaming every reading live to auto-reconcile field measurements against digitized plan-sheet dimensions.
Survey & Site Data
Takeoff Automation
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 commercial construction 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
Note: Tool names and marks belong to their respective owners. No endorsement or partnership implied.
Pricing
One plan. Every bid workflow.
Simple, flat pricing for the whole platform — from bid extraction through estimating, proposals, compliance, and invoice digitization. No per-seat maths, no tiers to decode.
Starting at
$200/mo
Full access to every module — bid document extraction, blueprint takeoff, bid analysis, cost estimating, proposal generation, compliance permit tracking, project communications, and invoice digitization.
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 estimators, PMs, and preconstruction team running Torqevryn AI on real bid packages before the first monthly cycle — we load a sample RFP, tune the extractor to your CSI divisions and template forms, and wire every module from bid analysis through scheduling and procurement. 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.
Swipe onboarding tiers →
Essential
$1,000+one-time
Kickoff call and rollout plan scoped to your preconstruction team
Workspace provisioning and admin account setup
Import of a sample bid package (RFP, specs, addenda, bid forms)
Extractor tuned to your CSI divisions and estimating templates
Proposal and cost-estimate templates configured to your cost basis
Roles and permissions set for your first estimators and project managers
Live-readiness check on a real bid package before your 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 bids, subcontractor pricing, and vendor libraries
Two integrations — accounting/ERP, project management, or your bid inbox
Custom scope assemblies, unit costs, and confidence thresholds configured
Scheduling and procurement modules wired to your crews and suppliers
Live training for estimators, PMs, and coordinators, 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 job-site trailers
Bespoke integrations, API access, and SSO configuration
Bulk plan-set and bid-history migration with cleansing and reconciliation
Role-based training tracks for estimators, PMs, superintendents, and admins
Compliance and audit-trail configuration for defensible bid submissions
Named onboarding manager with a committed go-live date
Where it runs
Run Torqevryn AI whichever way your data policy needs — the subscription is the same either way. Only onboarding may differ by requirements.
Cloud (SaaS)
Runs in Nestack's managed cloud — the fastest way to start. We provision your workspace and your estimators are working real bid packages the same week, with updates, backups, and scaling handled for you.
Private / self-hosted
The same platform deployed inside your own infrastructure — your cloud, VPC, or on-prem — for GCs that keep RFPs, historical bids, and subcontractor pricing in-house. Your bid data never leaves your environment, and the monthly subscription stays the same.
Torqevryn 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
Addenda difference and scope gap reconciliation agents
Both catalogued in playbook 2.07
Sister platform — Nestack Agent Care
P 07 · 143 failure modes
Your construction AI agents, run like production systems.
Nestack Agent Care helps construction firms monitor, evaluate, and optimize AI agents used for estimating, scheduling, safety documentation, and vendor coordination — before small AI errors become safety or cost overruns.
Pricing is based on a flat monthly platform subscription starting at $200/mo with no per-seat penalties. Your plan includes full access to all 8 core modules across all active bid packages, blueprint takeoffs, and document extractions. Optional one-time onboarding packages start at $1,000+ (Essential), $2,500+ (Plus), or $5,000+ (Enterprise) to calibrate your workspace and CSI templates, with no hidden per-page or usage surcharges, so you can assess the full cost against your estimating and project overhead.
Do we need paid seats for everyone on a project?
Torqevryn AI operates on a platform-wide model with role-based access control rather than penalizing you with per-seat licensing. Lead estimators, project managers, coordinators, and field superintendents can all access the workspace with dedicated role permissions (admin, estimator, reviewer, or read-only guest). Before choosing a plan, identify who needs to process documents, review results, and approve work. That helps you price the subscription around the people who will actually use it.
Can we evaluate it on our own bid package before committing?
Yes. We offer an interactive evaluation on your own representative bid package. Book a demo walkthrough and send us a representative package — specs, addenda, drawings, and bid forms — and our team will run the extractor so you can inspect the exception queue, confidence scores, and CSI division mapping during the session. Use a representative bid package to assess extraction quality, review effort, and fit with your estimating process. Include drawings, specifications, and addenda that reflect the work your team regularly bids.
How do we know whether it will pay for itself?
Compare the time your team currently spends finding scope, transferring information, and checking revisions with the time needed to process and review the same package using the product. Multiply the measured hours saved by your internal hourly cost, then compare that value with the subscription and rollout costs. Results depend on your document quality, workload, and review process.
Will getting started disrupt bids already in progress?
Setup involves a structured, non-intrusive onboarding process where we provision your secure workspace, import a benchmark RFP, tune the extractor to your CSI divisions, and align proposal templates without touching your active in-flight bid submissions. A practical evaluation starts with one representative package and a small estimating team. This gives you a way to assess the effort involved before deciding whether to introduce it into live bid deadlines.
Will it work with our existing estimating and project software?
Supported integrations and export formats include standard CSV/Excel workbooks, PDF summary schedules, REST APIs, and direct connectors for leading construction management and estimating ERP tools (Procore, Autodesk Construction Cloud, and accounting platforms). Check how reviewed information will reach your current systems before subscribing, particularly where quantities, cost codes, or scope descriptions would otherwise need to be entered twice.
Can we rely on AI output when submitting a price?
AI output should be reviewed before it informs a bid or contractual commitment. Your estimator remains responsible for quantities, scope coverage, exclusions, and final pricing. During evaluation, check the output against the source documents and measure the review effort your team needs.
How are confidential drawings, subcontractor quotes, and pricing handled?
Your project documents, drawings, subcontractor bids, and pricing libraries remain strictly your proprietary property and are never used to train public foundation models. We enforce SOC2-aligned AES-256 encryption at rest, TLS 1.3 in transit, strict tenant isolation, and customizable data-retention schedules with permanent deletion on request. For enterprise contractors with sovereign compliance mandates, private VPC and self-hosted deployment options are also available. Review these terms against your owner agreements and project confidentiality requirements before uploading live documents.
What support is available if we get stuck before a bid deadline?
Support is available through in-app priority chat and email ticketing from 8:00 AM to 8:00 PM EST, Monday through Friday, with emergency SLA escalation pathways available on Plus and Enterprise tiers for critical bid-day deadlines. Standard tickets receive response within 2 hours during business hours. Onboarding includes hands-on team training, reference guides, and dedicated specialist assistance during your first live submissions, so you can assess whether the support arrangement fits your team's working hours.
What happens if our workload changes or we decide to cancel?
Subscriptions are available on flexible month-to-month or discounted annual billing, with the freedom to cancel or adjust tiers at the end of any billing cycle with 30 days notice. If you leave, you retain a 30-day export window to download all historical extractions, audit trails, and structured takeoff packages in standard formats before workspace data is permanently and securely purged. These details help you plan around changing project volume and retain the records your business needs.