Private AI for Contractors

Customer-Scoped AI for the Bid Room

Contractors cannot treat plan sets, cost history, owner requirements, and subcontractor strategy like generic chatbot fodder. Vernier is built around governed AI workflows where data scope, agent role, and human approval are part of the operating model.

Data scope is explicit. AI workflows start from selected project context and customer organization boundaries, not unrestricted company-wide memory.

Agents have roles. Estimator, scope, qualification, and bid-drafting helpers support specific tasks and keep final commitments with humans.

Deployment can mature with procurement. Hosted beta is available today; dedicated, hybrid, and on-prem patterns are evaluated or roadmap as requirements harden.

The Wedge

Generic AI Bolt-On

  • Chat-first interface with unclear access to plan sets and historical data.
  • One-size prompts that do not map to estimator, PM, or compliance responsibilities.
  • Outputs that look polished but lack contractor approval gates.
  • Security story depends mainly on the underlying model provider.

Vernier Private AI

  • Project-packet workflows with customer-controlled scope and organization boundaries.
  • Role-bounded agents for estimating, scope review, qualification, and bid drafting.
  • Human review before bids, RFIs, contracts, pricing, or customer-facing commitments.
  • SOC 2-aligned control themes across access, audit, retention, vendor review, and incident response.
Data Scope

Private Means the Customer Controls the Work Context

The current beta uses organization-scoped project data and request-based AI processing. During onboarding, Vernier can walk teams through which data categories should be available to each supported workflow, including plans/specs, credential records, contacts, bid notes, and historical calibration inputs.

No broad training posture: Customer documents and calibration data are processed for service delivery under applicable provider terms, platform policy, and customer agreements. We do not position Vernier as a data-harvesting layer for generic model training.
Beta

Organization Scope

Customer data is handled inside organization-scoped workflows and access controls.

Beta

Project Packet Scope

Supported AI requests are designed around selected project context rather than unlimited repository access.

Guided Review

Customer Boundaries

Teams can identify data categories to include or exclude as part of implementation review.

Roadmap

Policy Console

Deeper admin controls for data-scope policy are roadmap unless included in a specific deployment plan.

Deployment Path

Governed Hosted, Hybrid, and On-Prem Story

We keep the deployment story honest. Hosted beta is available today. Dedicated-tenant, customer-managed storage, hybrid, and on-prem patterns are enterprise evaluation or roadmap items unless they are explicitly agreed for a qualified customer deployment.

Available Beta

Hosted Private Workflow

Hosted Vernier workflow with organization-scoped access, encrypted transport, and provider API processing governed by commercial terms.

Evaluation

Dedicated / Hybrid

Dedicated tenant, customer-managed storage, and stricter retention patterns can be reviewed for contractors with procurement or data-residency requirements.

Roadmap

On-Prem Data Plane

On-prem processing is a roadmap direction for qualified enterprise needs and requires additional product hardening before general availability.

Controls

SOC 2-Aligned Without Claiming Certification Early

Vernier is building toward SOC 2 Type II readiness. The controls below describe the trust themes we align to; they should not be read as a completed SOC 2 report or certification claim.

Control Theme Current Beta Posture Roadmap / Procurement Direction
Access Control Role-based access, authenticated sessions, organization-scoped data access, and support-access discipline. Expanded admin controls, access review evidence, and stricter role policy configuration.
Auditability Authentication, administrative, usage, and operational events are treated as security evidence sources where implemented. Customer-facing evidence packaging and expanded audit trails for enterprise review.
Retention Retention follows platform settings, deletion requests, backup windows, and applicable legal obligations. Stricter customer-specific retention schedules and storage patterns where deployment model supports them.
Vendor Governance AI and infrastructure subprocessors are used for service delivery under commercial terms and documented policies. Procurement-ready subprocessor review, DPA support, and customer-specific requirements review.
Agent Roles

Built Around Contractor Jobs, Not Generic Prompts

Beta

Estimator Copilot

Drafts takeoff notes, inclusions, exclusions, assumptions, and editable bid language for estimator review.

Beta

Scope Reviewer

Flags apparent gaps, conflicts, and risky assumptions from the scoped project packet. It remains assistive.

Guided

Qualification Assistant

Compares owner requirements against customer-maintained license, insurance, bonding, and credential records where present.

Human Gate

Bid Drafter

Prepares editable language. Sending bids, signing contracts, pricing commitments, and professional reliance remain human actions.

For Security-Conscious Contractors

Bring Procurement Into the Beta Conversation

If your team needs a private AI posture for owner-sensitive work, union/labor data, cost history, or public-sector bid packets, Vernier can walk through current controls, available beta boundaries, and roadmap deployment requirements.