PRICING

Semantic Drift Intelligence™ Pricing

Transparent pricing for a two-phase deployment model — one standardized implementation fee, two subscription tiers, and a clear path from observability to closed-loop governance.

SDI pricing is structured around the maturity model. The $120,000 one-time implementation fee establishes the control plane and makes semantic drift observable — this is Phase 1 of the maturity journey, and it is the same standardized scope regardless of which subscription tier the organization chooses. The subscription tier determines the depth of ongoing governance capability: Professional for SQL and documentation observability, Enterprise for full cross-system governance including BI and AI.

One implementation fee. One governed foundation. Choose your subscription depth.

The $120,000 implementation is not scoped to the subscription tier. Every client receives the same standardized environment build — AKS-hosted client agent, Semantic Registry initialization, drift detection deployment, governance workflow configuration, and executive enablement. The subscription tier determines what capabilities are active and monitored on an ongoing basis after go-live.

ONE-TIME IMPLEMENTATION

Governed Foundation Deployment

Standardized environment build — same scope for Professional and Enterprise

$120,000

One-time implementation fee — paid once regardless of subscription tier

The implementation establishes the complete SDI environment — the client agent deployed inside the client’s Azure tenant, the Semantic Registry initialized with priority metric definitions, all drift detectors active, and governance workflows configured. This is the Phase 1 foundation that all subsequent maturity phases build on.

Client Azure environment provisioning — VNet, AKS cluster, Key Vault, Log Analytics

Entra ID Workload Identity Federation configured — secure, credential-free authentication

Semantic Registry initialized with priority metric definitions and version history

SQL ingestion pipelines deployed and validated

BI and documentation ingestion configured

Drift detectors deployed — deterministic rules, embedding comparison, and LLM reasoning active

Governance workflow configuration — ownership, resolution tracking, and audit logging

Metric catalog setup

SSO and security integration

VNet and Private Cloud configuration where required

End-to-end validation across all connected sources

Executive enablement workshop

This implementation scope is identical for Professional and Enterprise. Subscription tier selection determines ongoing capability depth — not implementation scope.

SUBSCRIPTION TIERS

Ongoing Governance Capability

Annual subscription — select the tier that matches your current maturity and governance scope

Both subscription tiers build on the same implementation foundation. Professional delivers SQL and documentation semantic observability with a lightweight governance footprint. Enterprise delivers full cross-system governance across SQL, BI, and AI systems — with unlimited metrics, governance workflows, audit logging, and private deployment options.

PROFESSIONAL

Semantic Drift Intelligence™

$8,500/mo

Annual contract

Semantic Registry — canonical definition repository with version history and ownership

SQL ingestion and drift detection — continuous monitoring of SQL pipelines for semantic change

Documentation ingestion — detects inconsistencies between technical definitions and business documentation

Drift Viewer — unified interface to visualize, filter, and prioritize drift events

Up to 50 metrics in active governance

Email support

Eligible for Phase 2 Accelerators after implementation

Ideal for teams validating semantic drift across SQL and documentation with a focused governance footprint — and organizations beginning their Phase 1 maturity journey.

ENTERPRISE

Semantic Drift Intelligence™

$12,500/mo

Annual contract

All Professional capabilities

BI ingestion — Power BI semantic models, DAX logic, and BI tool metadata analyzed for semantic divergence

AI agent drift detection — monitors AI agent behavior for semantic drift and hallucination patterns

Governance workflows — ownership assignment, resolution tracking, and full audit logging

SSO integration and audit logging — RBAC-secured access with complete change records

Unlimited metrics in active governance

Priority support

Private deployment option — dedicated VNet, private link, and air-gapped deployment

Quarterly governance review

Full support for Phase 2 Accelerators

Ideal for organizations requiring full cross-system semantic governance across SQL, BI, and AI — and those progressing through Phase 2 governance maturity with active drift remediation workflows.

PHASE 2 ACCELERATORS

Strengthen Semantic Integrity After Go-Live

Phase 2 Accelerators are available after Phase 1 implementation is complete and the governance foundation is operational. They are targeted investments that deepen semantic integrity at specific points in the maturity journey — Semantic Model Hardening before Phase 3 prevention agents are introduced, and BI Governance Accelerator to extend alignment into the BI layer.

Semantic Model Hardening

$7,500 one-time

Available after Phase 1 — required precondition for Phase 3

Deep validation and lock-down of critical metric definitions across SQL, BI, documentation, and AI agents. Produces a hardened semantic contract — the foundation that Phase 3 prevention agents enforce. Without this, prevention agents operate against definitions that have not been rigorously validated, which reduces their reliability and increases false positives.

BI Governance Accelerator

$15,000 one-time

Available after Phase 1 — recommended before Phase 3 for organizations with significant BI surface area

BI semantic alignment and dashboard governance to ensure Power BI logic, DAX measures, and report-level definitions match the hardened definitions in the Semantic Registry. Eliminates the gap between what SQL defines and what BI reports — the most common source of persistent KPI disputes in organizations with mature SQL governance but under-governed BI layers.

ADD-ONS

Extend Your Platform

Two add-ons extend the platform for organizations with specific AI monitoring or infrastructure requirements.

AI Drift Guardrails

$2,500/month

Advanced AI semantic monitoring and hallucination prevention. Extends the AI agent drift detection included in Enterprise with deeper behavioral monitoring, semantic contract enforcement at the inference layer, and automated alerting when AI outputs diverge from governed definitions. Designed for organizations operating LLMs or copilots in production on governed data.

Private Cloud and VNet Deployment

$2,000/month

Dedicated VNet, private link, and air-gapped deployment options for organizations with strict network isolation requirements. Provides full private networking for the client agent AKS cluster and all cross-tenant communications — satisfying the infrastructure isolation requirements of heavily regulated environments, air-gapped production networks, and high-security financial services deployments. Note: Private deployment is included in the Enterprise tier subscription — this add-on applies to Professional tier clients requiring the same network isolation.

PRICING FRAMEWORK

How the Pricing Model Works

The SDI pricing model is structured to reduce commitment risk and align cost to the maturity phase the organization is in. The implementation is a fixed, documented investment. The subscription is an annual commitment with published rates. Everything is transparent before the first conversation.

Implementation

Fixed scope — $120,000 covers the complete standardized environment build regardless of subscription tier

Azure infrastructure consumption during implementation billed directly to the client

Four-week delivery timeline from environment provisioning to executive enablement and go-live

No ongoing commitment required from the implementation alone — subscription selection follows

Subscription

Annual commitment required for both Professional and Enterprise tiers

Rate adjustments require 60-day advance notice

Phase 2 Accelerators are one-time fees — purchased when the organization reaches the appropriate maturity phase

Add-ons billed monthly alongside the subscription

Prevention and remediation agents (Phases 3 and 4) are priced separately — contact for pricing after Phase 2 governance workflows are operational

Prevention and remediation agents are not priced until Phase 2 is complete.

Phases 3 and 4 of the maturity model — drift prevention agents and active remediation agents — are scoped and priced as separate engagements after the Phase 2 governance foundation is proven. This sequencing is intentional: agent capabilities are meaningfully different for every organization depending on the semantic surface area, definition complexity, and governance maturity established in Phases 1 and 2.

EXPLORE FURTHER

Understand the Full Picture Before You Commit

Schedule a Strategy Session

Talk to our team about your organization’s semantic governance environment, which tier fits your current maturity, and what Phase 2 looks like for your data stack.