Built for construction companies and engineering firms

Your Prospective Clients Are Getting Wrong Answers About Services, Bid Processes, and Project Requirements

Rovixal grounds every response in your published construction documents — services guides, bid procedures, safety manuals, and warranty policies — with source citations your team can verify. The AI is instructed to refuse engineering calculations, code compliance determinations, safety certifications, and project-specific cost estimates.

No credit card required. Connect your construction documents and go live in under 10 minutes.

Rovixal for your prospective clients
What types of commercial construction projects does your firm handle?

According to our services guide, we handle the following commercial project types: ground-up commercial construction, tenant build-outs and interior renovations, facility expansions and additions, structural retrofits and seismic upgrades, and pre-engineered metal building erection. Our service area covers the greater metro region and surrounding counties as described in the services guide. Each project type page includes scope descriptions, typical project phases, and examples of past work. Contact the estimating team to discuss your specific project or to begin the prequalification and bid process.

[1] Services Guide — Commercial Construction Capabilities & Project Types

Example conversation — project details shown are from the company's indexed documents

Citation verification available
Every response runs through citation verification
Always available
Self-serve answers anytime for common questions
0
Knowledge sources unified (Pro+)

The Six Client Inquiry Problems Costing Your Firm

Services, Specialties & Project Types

“Do you handle seismic retrofits?” Service capabilities evolve — new specialties are added, certifications change, equipment capabilities are upgraded, and service areas expand or contract. When the AI states that the firm handles a project type it no longer accepts, or confuses the scope of general contracting with design-build — or omits that seismic retrofits require a specific license the firm holds — prospective clients pursue the wrong engagement path and the estimating team spends time correcting expectations.

How Rovixal helps:

Services guides and capability documents are classified as PRIMARY authority and prioritized during retrieval. Citation verification traces every project type, specialty, certification, and service area to the specific document section. The AI cannot assess project feasibility or recommend a scope of work — it provides published service information and directs to the estimating or business development team.

Bid, Proposal & Prequalification Process

“How do I submit a bid for your upcoming project?” Bid processes change — prequalification requirements are updated, submission formats evolve, bonding requirements shift, and deadline procedures are revised. When the AI states the wrong submission deadline or omits that bidders must be prequalified before submitting — or confuses the requirements for public bids with private negotiated work — bidders submit incomplete packages, miss deadlines, or waste time on projects they don’t qualify for.

How Rovixal helps:

Bid procedures and prequalification guides are classified as PRIMARY authority. Citation traces submission requirements, prequalification criteria, bonding requirements, and timeline steps to the exact procedure section. The AI cannot accept bids, verify prequalification status, or access bid management systems — it provides published bid procedures and directs to the estimating or procurement team.

Safety Policies & Jobsite Requirements

“What safety requirements do I need to meet before accessing the jobsite?” Safety requirements change — PPE standards are updated, orientation requirements are added, OSHA regulations are incorporated, and site-specific safety plans evolve. When the AI states the wrong PPE requirement or omits that all visitors must complete a safety orientation before site access — or confuses the general safety policy with a site-specific requirement — subcontractors and visitors arrive unprepared, creating delays, safety risks, and potential violations.

How Rovixal helps:

Safety manuals and jobsite access policies are classified as PRIMARY authority. Citation traces PPE requirements, orientation procedures, access protocols, and safety prerequisites to the exact manual section. The AI cannot certify safety compliance, assess specific jobsite conditions, or grant site access — it provides published safety policies and directs to the safety director or superintendent.

Permits, Building Codes & Inspection Procedures

“What permits do I need for a commercial tenant build-out?” Permit requirements and building codes change — jurisdictions update their codes, new permit categories are added, inspection processes are revised, and fee structures change. When the AI states the wrong permit type or omits that the jurisdiction requires a separate fire alarm permit — or confuses the inspection sequence for new construction with a renovation — projects are delayed, re-inspections are needed, and clients face unexpected costs.

How Rovixal helps:

Company-authored permit checklists and process guides are classified as PRIMARY authority. Municipality “how to apply” pages are classified as SECONDARY. Generic third-party code explainers are classified as REFERENCE. Freshness scoring ensures current code references outrank archived versions. Citation traces permit types, application procedures, inspection steps, and code references to the exact guide section. The AI does not determine code compliance for specific projects or interpret code provisions — it provides published permit and code information and directs to the project manager or local building department.

Warranty, Maintenance & Punch List Resolution

“How do I submit a warranty claim for a roof leak?” Warranty terms vary by trade, scope, and contract — warranty periods differ, coverage exclusions apply, notification requirements are specific, and maintenance obligations affect coverage. When the AI states the wrong warranty period or omits that the warranty requires timely written notice — or confuses the general contractor’s warranty with a manufacturer’s warranty — clients miss filing windows, submit to the wrong party, or expect coverage that doesn’t apply.

How Rovixal helps:

Warranty policies and punch list procedures are classified as PRIMARY authority. The AI clarifies that coverage is defined by the signed contract and referenced warranties — it does not imply universal statutory warranty terms. Citation traces warranty periods, notification requirements, coverage scope, and claim procedures to the exact policy section. The AI cannot process warranty claims, approve repairs, assess defect causation, or determine liability — it provides published warranty procedures and directs to the project manager or warranty coordinator.

Subcontractor Onboarding & Vendor Requirements

“What documents do I need to submit before starting work as a subcontractor?” Subcontractor onboarding requirements are detailed and change frequently — COI (certificate of insurance) coverage limits are updated, W-9 requirements evolve, vendor registration portals change, lien waiver formats are revised, and pay application procedures are updated. When the AI states the wrong insurance limit or omits that the subcontractor must submit a signed lien waiver with every pay application — or confuses the onboarding requirements for a new subcontractor with a returning vendor — subcontractors arrive unprepared, first pay applications are delayed, and the accounting team spends time chasing missing documents.

How Rovixal helps:

Subcontractor onboarding guides and vendor requirement documents are classified as PRIMARY authority. Citation traces COI requirements, W-9 procedures, vendor registration steps, lien waiver formats, pay application processes, and site access prerequisites to the exact guide section. The AI cannot process vendor registrations, verify insurance status, accept lien waivers, or approve pay applications — it provides published onboarding procedures and directs to the accounting team or project manager.

How Rovixal Handles Real Construction Questions

Every response is grounded in your published construction documents. No guessing. No overstepping into engineering advice.

Service & Project Type Lookup

Example conversation

What types of residential construction projects does your firm handle, and what areas do you serve?

According to our services guide, we handle the following residential project types: (1) Custom home construction — ground-up single-family homes from design through completion, including foundation, framing, MEP systems, and finish work. (2) Home additions and expansions — room additions, second-story additions, garage conversions, and accessory dwelling units (ADUs). (3) Major renovations — kitchen and bathroom remodels, whole-house renovations, and structural modifications. (4) Outdoor living — decks, patios, outdoor kitchens, and pool houses. Our residential service area covers the counties listed in the services guide. All residential projects require an initial site visit and consultation before a proposal is prepared. See the services guide for the full list of residential project types, photo galleries of past work, and the consultation scheduling process. Contact the office to schedule a project consultation.

[1] Services Guide — Residential Construction Capabilities & Service Area
1 source cited

The services guide is classified as PRIMARY authority. Citation traces each project type, service area, and consultation process to the exact guide section. The AI provides published service information but does not assess project feasibility, provide cost estimates, or recommend a scope of work — it directs to the estimating or project development team.

Bid & Prequalification Process

Example conversation

How do I get prequalified to bid on your commercial projects?

The prequalification process for commercial projects is described in the bid procedures guide. To become a prequalified bidder: (1) Submit a completed prequalification application — available on our website or from the estimating team. (2) Provide the required supporting documents: current financial statements, proof of insurance (with the coverage limits specified in the guide), bonding capacity letter from your surety, three project references within the past five years, and copies of applicable licenses and certifications. (3) Applications are reviewed within the timeframe listed in the guide. Prequalification is valid for the period specified and must be renewed. Once prequalified, you will be invited to bid on projects matching your trade, capacity, and experience. See the bid procedures guide for the full application, required insurance limits, bonding thresholds, and the evaluation criteria. Contact the estimating team with questions about the prequalification process.

[1] Bid Procedures Guide — Prequalification Requirements & Application Process
1 source cited

The bid procedures guide is classified as PRIMARY authority. Citation traces prequalification steps, required documents, insurance limits, and review timelines to the exact guide section. The AI cannot accept prequalification applications, verify bidder status, or access the bid management system — it provides published procedures and directs to the estimating team.

Safety Policy & Jobsite Access

Example conversation

What PPE is required on your jobsites and is there a safety orientation I need to complete before accessing the site?

According to our safety manual, the following PPE is required for all personnel on active jobsites: hard hat (ANSI Z89.1 rated), safety glasses (ANSI Z87.1 rated), high-visibility vest, steel-toe or composite-toe boots, and hearing protection in designated areas as described in the safety manual. The safety manual lists general PPE categories — site leadership confirms site-specific requirements before your first day on site. All visitors, subcontractors, and new personnel must complete the site safety orientation before accessing any active jobsite. The orientation covers emergency procedures, hazard communication, fall protection awareness, and site-specific rules. Contact the superintendent or safety director to schedule your orientation. Do not share employee names, badge numbers, project addresses, unit numbers, access codes, or lockbox combinations in this chat — provide those directly to the site team.

[1] Company Safety Manual — PPE Requirements & Site Access Procedures
1 source cited

The safety manual is classified as PRIMARY authority. Citation traces PPE standards, orientation requirements, and access procedures to the exact manual section. The AI cites published general safety policies but does not provide task-specific guidance, certify OSHA compliance, assess specific jobsite conditions, or grant site access. The response explicitly notes that site leadership confirms site-specific requirements — directing the visitor to the superintendent or safety director.

Permit & Code Requirements

Example conversation

What permits are typically required for a commercial interior renovation, and what is the general inspection process?

According to our permit checklist, commercial interior renovations typically require the following permits: (1) Building permit — required for structural modifications, changes to means of egress, and additions of usable space. (2) Electrical permit — required for new circuits, panel upgrades, and changes to electrical systems. (3) Mechanical/HVAC permit — required for ductwork modifications, new HVAC equipment, or changes to ventilation systems. (4) Plumbing permit — required for new fixtures, rerouting piping, or modifications to the plumbing system. (5) Fire alarm/sprinkler permit — required if modifications affect the fire protection system. The general inspection process follows the sequence described in our permit checklist: rough-in inspections for each trade, followed by a final inspection after all work is complete. Specific permit requirements and inspection sequences vary by jurisdiction — our permit checklist covers the jurisdictions where we commonly work. Consult the project manager or your local building department to confirm the exact permits required for your specific project.

[1] Company Permit Checklist — Commercial Renovation Permits & Inspection Process
1 source cited

Company-authored permit checklists are classified as PRIMARY authority. Municipality “how to apply” pages are SECONDARY. Generic third-party code explainers are REFERENCE. Citation traces permit types, inspection sequences, and jurisdictional notes to the exact checklist section. The AI provides published general permit information but does not determine which specific permits are required for a particular project, interpret code provisions, or assess code compliance — it recommends consulting the project manager or local building department.

Warranty & Punch List Process

Example conversation

What does the warranty cover on a new construction project, and how do I report a warranty issue?

The warranty policy for new construction projects covers the following as described in the warranty guide: (1) Workmanship — defects in workmanship are covered for the period specified in the warranty guide from the date of substantial completion. (2) Materials — defective materials are covered for the period specified, subject to the manufacturer’s warranty for specific products (roofing, HVAC equipment, appliances). (3) Structural — structural defects are covered for the extended period specified in the warranty guide. Warranty exclusions include normal wear and tear, owner modifications without written approval, damage from lack of maintenance, and items noted on the punch list that were accepted at close-out. Important: your specific warranty coverage is defined by your signed contract and the warranties referenced in it — the terms above are from our general warranty policy and may differ from your contract terms. To report a warranty issue: submit a written warranty request to the warranty coordinator using the form on our website or by email. Include a description of the issue, photographs, and the approximate date you first noticed the problem. Do not share contract numbers, project addresses, unit numbers, access codes, or lockbox combinations in this chat — provide those directly to the warranty coordinator. See the warranty guide for the general coverage terms, exclusions, maintenance obligations, and the warranty request process.

[1] Warranty Policy — General Coverage Terms, Exclusions & Claim Process
1 source cited

The warranty policy is classified as PRIMARY authority. The AI explicitly notes that coverage is defined by the signed contract and referenced warranties — it does not imply universal statutory warranty terms. Citation traces warranty periods, coverage scope, exclusions, and claim procedures to the exact policy section. The AI cannot process warranty claims, approve repairs, assess defect causation, or determine liability — it provides published warranty terms and directs to the warranty coordinator or project manager.

Engineering/Structural Advice Boundary (Refusal + Redirect)

Example conversation

Is a 2x10 beam sufficient to span 14 feet for my second-story addition? What size header do I need for a 6-foot opening?

I’m not able to provide structural engineering advice, including whether a specific beam, header, or structural member is sufficient for a given span or load, what size foundation, footing, or structural element is needed for a specific application, whether a design meets building code requirements, what material should be used for a specific structural application, load calculations, deflection analysis, or bearing capacity assessments, whether a specific installation or modification is structurally safe, review or interpretation of plans, drawings, or submittals, or geotechnical or soil condition assessments (e.g., whether piers are needed, whether soil is expansive). These determinations require a licensed structural engineer, architect, or geotechnical engineer who can evaluate the specific loads, spans, materials, soil conditions, and applicable building codes for your project. I can help you with published information from our firm — for example, I can look up the types of residential and commercial projects we handle, our consultation process and how to schedule a project evaluation, the general construction process and typical project phases from our client guide, our published material specifications for standard installations, or the permit and inspection process for your project type. Would you like me to look up how to schedule a project consultation?

Refusal — engineering calculations guardrail triggered

The AI is instructed to refuse structural engineering calculations, design review and plan interpretation, geotechnical/soil assessments, code compliance determinations, and professional engineering opinions. It distinguishes between published firm information (service descriptions, general process guides, standard material specs, company-authored permit checklists) and project-specific engineering guidance (structural sizing, load calculations, code compliance assessments, material selection for specific applications, plan review, soil condition assessments). It does not calculate loads, size structural members, determine code compliance, assess structural adequacy, review plans or submittals, assess soil conditions, or recommend materials for specific structural applications. It actively offers: (a) project type descriptions, (b) consultation scheduling, (c) general process guides, (d) published standard specifications — all document-grounded with citations.

Built for Construction Document Accuracy. Not Generic AI Chat.

System-Level Guardrails for Engineering, Code Compliance, Safety & Cost Estimate Boundaries

Every Rovixal bot’s system prompt includes an instruction to refuse medical, legal, and financial advice. For construction, this means the AI is instructed to decline structural engineering calculations (beam sizing, load analysis, foundation design, deflection calculations), design review and plan interpretation (reviewing drawings, approving submittals, interpreting shop drawings), building code compliance determinations (whether a specific project meets code, whether a variance is needed, code interpretation for specific conditions), safety compliance certifications (OSHA compliance assessments, jobsite-specific hazard analysis, fall protection determinations for specific conditions), geotechnical/soil/site condition assessments (pier requirements, soil expansiveness, foundation type recommendations), professional engineering/architectural opinions (material selection for structural applications, design adequacy assessments), project-specific cost estimates including ballpark per-square-foot pricing (renovation pricing, per-square-foot estimates, change order valuations), legal liability assessments (defect liability, mechanic’s lien advice, change order disputes), environmental/hazmat determinations (asbestos assessments, remediation requirements), and licensed-professional confirmation by jurisdiction (confirming current licensure in a specific city or county). The AI CAN provide published information about services, bid processes, safety policies, company-authored permit checklists, warranty terms (defined by the signed contract), general construction timelines, standard material specifications, and subcontractor onboarding requirements — all document-grounded with citations. Administrators can further configure:

  • Required disclaimers appended to every response (e.g., “I am an AI assistant. I can answer questions using our published construction documents with citations. For engineering calculations, code compliance, safety certifications, or project-specific cost estimates, please speak with a licensed professional or our project team.”)
  • Topics to restrict — admins can list topics the AI is instructed to refuse (e.g., structural calculations, load analysis, design review/plan interpretation, code compliance determinations, safety compliance certifications, OSHA assessments, geotechnical/soil assessments, material selection for structural applications, project-specific cost estimates including ballpark per-sqft, defect liability assessments, environmental/hazmat determinations, change order dispute resolution)
  • Expertise areas limiting the AI’s scope to operational domains (service descriptions, bid procedures, safety policies, company-authored permit checklists, warranty terms, general construction processes, standard material specs, subcontractor onboarding, office hours and contacts)

Citation Verification for Specification, Safety & Procedure Accuracy

Service descriptions, safety requirements, permit procedures, and warranty terms are checked against your indexed documents using exact and fuzzy text matching. If a claim cannot be verified against your indexed documents, it is flagged.

  • Exact and n-gram fuzzy matching against retrieved documents
  • Unverifiable claims flagged before delivery
  • Prospective clients see source references for every answer

Source Authority and Freshness in Retrieval

During retrieval, documents are re-ranked by authority level and recency. Services guides and safety manuals (higher authority) outrank archived project portfolios and past bid results (lower authority). Documents are scored by age: current content gets full weight, older content is deprioritized, expired content is excluded entirely.

  • PRIMARY (1.3x): Services guides, bid procedures, safety manuals, warranty policies, company-authored permit checklists, material specifications, subcontractor onboarding guides, client guides
  • SECONDARY (1.0x): Project portfolios, FAQ pages, blog posts, industry certifications, municipality “how to apply” pages, company newsletters
  • REFERENCE (0.7x): Archived project information, past bid results, expired certifications, superseded safety policies, generic third-party code explainers

Confidence-Based Escalation to Project Staff

When the AI is not confident about a service capability, bid requirement, or safety policy, it connects the visitor to a team member instead of guessing. Critical for construction where a wrong answer about safety requirements, permit processes, or warranty terms has real consequences for clients and the operation.

  • Low confidence (below configurable threshold, default 0.5) triggers escalation
  • Explicit request keywords (“project manager,” “estimator,” “superintendent,” “office,” “safety director,” “accounting”) trigger immediate handoff
  • Consecutive low-confidence responses trigger automatic escalation
  • Staff receives full conversation context and cited sources via live chat

Knowledge Gap Detection for Your Operations Team

Rovixal surfaces questions prospective clients ask that the AI cannot answer — giving your operations team a prioritized backlog of information gaps to fill. Discover what your website visitors need that is not in your knowledge base before bid season or new service launches.

  • Top questions by frequency — see what prospective clients ask most
  • 30-day rolling window for knowledge gap detection
  • Prioritized backlog for content updates before bid season or new service launches

Accuracy You Can Audit. Not Accuracy You Have to Hope For.

Capability
Construction Company FAQ Page
Generic AI Chatbot
Rovixal
Always-available answers
Search only
Instructed to refuse engineering/design review/code compliance/geotech/cost estimate advice
May attempt
System prompt rule
Cites source documents
Unreliable
Verified against sources
Prioritizes services guides & safety manuals
No ranking
No ranking
Source authority re-ranking
Escalates on low confidence
Guesses
Configurable threshold
Weights newer docs higher in retrieval
Manual
Freshness scoring by document age
No project management system access implied
May imply
Document Q&A only
Audit trail for config changes
Varies
Enterprise: exportable
Multi-source search
Single source
Varies
3–5 source types by plan
Prompt injection defense
Minimal
12+ attack patterns filtered
Admin-configurable topic restrictions
Topics-to-avoid + expertise areas

Trust Score: 6-Component Composite Metric

Passing threshold: 85%. Computed on every deployment.

Source Grounding25%
Hallucination Resistance25%
Citation Accuracy20%
Refusal Appropriateness15%
Injection Resistance10%
Consistency5%

ROI Estimate for Construction Companies

Conservative, base, and aggressive scenarios. All figures are assumptions — actual results depend on knowledge base quality, inquiry complexity, and measurement methodology.

Metric
Conservative
Base
Aggressive
Prospective client inquiries/month [Assumption]
300
1,500
6,000
Deflection rate [Assumption]
25%
35%
45%
Avg cost per inquiry [Assumption]
$12
$20
$35
Inquiries deflected/mo
75
525
2,700
Monthly cost saved
$900
$10,500
$94,500
Annual cost saved
$10,800
$126,000
$1,134,000
Rovixal annual cost (Pro)
$990
$990
Custom
Annual ROI
11x
127x
N/A

Self-serve answers also reduce incomplete bid submissions and unprepared site visits — helping more projects move from inquiry to contract faster [Assumption]. Inquiry cost and volume vary significantly by company size, project mix, and geographic market.

Monthly Savings = Prospective Client Inquiries/Month x Deflection Rate x Avg Cost Per Inquiry

Live on Your Construction Company Website in 3 Weeks

Week 1

Index Construction Documentation

  • Connect services guides, bid procedures, safety manuals, and subcontractor onboarding guides via Notion, Google Docs, or file upload
  • Upload company-authored permit checklists, warranty policies, material specifications, and client guides as PDFs or Markdown
  • Crawl construction company website for service descriptions, contact information, and project portfolios
  • Configure source authority levels: services guides, safety manuals, company-authored permit checklists, and subcontractor onboarding guides = PRIMARY; project portfolios, FAQ pages, and municipality “how to apply” pages = SECONDARY; archived project information, past bid results, and generic third-party code explainers = REFERENCE
Week 2

Configure Guardrails & Test

  • Set required disclaimer: “I am an AI assistant. I can answer questions using our published construction documents with citations. For engineering calculations, code compliance, safety certifications, or project-specific cost estimates, please speak with a licensed professional or our project team.”
  • Configure topics to restrict: structural calculations, load analysis, design review/plan interpretation, code compliance determinations, safety compliance certifications, OSHA assessments, geotechnical/soil assessments, material selection for structural applications, project-specific cost estimates (including ballpark per-sqft), defect liability assessments, environmental/hazmat determinations, change order dispute resolution
  • Set expertise areas: service descriptions, bid procedures, safety policies, company-authored permit checklists, warranty terms, general construction processes, standard material specs, subcontractor onboarding, office hours and contacts
  • Configure escalation: confidence threshold, handoff keywords, business hours. QA test with project managers and estimating staff
Week 3

Deploy & Monitor

  • Embed widget on your construction company website or client portal (two lines of code)
  • Configure domain whitelisting for approved company domains
  • Monitor analytics: knowledge gaps, top questions, satisfaction rate, and Trust Score
  • Route escalations to project managers and estimating staff via live chat or webhooks (Pro+)
Embed on your construction company website or client portal
<script src="https://widget.rovixal.com/v1.js"></script>
<chatbot-widget id="your-bot-id" />

Frequently Asked Questions

Ready to deploy AI support your prospective clients can trust?

Connect your services guides, safety manuals, and bid procedures. Every answer grounded in your published construction documents, with source citations your team can verify.

No credit card required. Connect your construction documents and go live in under 10 minutes.