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Enablement Services

We deploy intelligence.
Services make it stick.

We deploy AI agents into your existing stack, then provide the strategic, technical, and organizational work that ensures they stick, scale, and deliver measurable ROI.

How we work

The agent is the product.
Services are the orbit.

Core Intelligence Layer

Compliance Agent

01
Data & Integration

Connect the agent to your stack

02
Advisory

Map compliance exposure + priority

03
Custom Extensions

Train on proprietary constraints

04
Training & Governance

Onboard teams, define policy

05
Pilot Sprints

4–6 week ROI demonstration

06
Process Automation

Broader workflow automation

01 / Integration

Data & Integration Layer

The glue that makes everything else possible. Your existing patchwork of tools — made AI-ready and agent-connected.

When to call us

"We have the data, the tools, the workflows. We just can't get them talking to each other."

RAG Pipeline Development

Custom retrieval-augmented generation pipelines connecting your project data to AI agents — ACC, SharePoint, ERP, PLM, Procore, and more.

  • Document indexing and embedding strategies for AECM content
  • Metadata schema design for constraint libraries
  • Semantic search across specs, standards, and project history

BIM–ERP Integration

Sync Revit and Inventor models with ERP/MRP systems for BOMs, procurement, cost tracking, and production scheduling.

Data Governance Frameworks

Clean, consistently named data is the foundation of every working AI system. We design the governance that makes AI possible at scale.

02 / Advisory

Strategic Advisory & Roadmapping

Getting the roadmap right early saves months of wasted pilots and six-figure mistakes on the wrong problems.

When to call us

"Leadership is asking for an AI strategy. Vendors are pitching us tools. We don't know which problems to solve first."

Compliance Exposure Audit

We map your highest-risk compliance domains — where spec conflicts, code gaps, or SOP deviations are most likely to cause rework, delays, or claims.

AI Maturity Assessment

We benchmark your processes, data quality, and tech stack against comparable firms and identify the specific gaps blocking AI readiness.

Digital Twin & Data Strategy

Positioning AI within larger digital initiatives — BIM standards, Autodesk Tandem, IoT, connected supply chains. The full picture, not just the next tool.

03 / Custom

Custom AI Extensions

Generic agents enforce generic rules. We build agents trained on your proprietary standards, internal requirements, and constraint libraries that nobody outside your firm has ever written down.

When to call us

"Our standards are proprietary. Our quality system is ours. We need AI that knows our rules."

Proprietary Constraint Libraries

We build and maintain AI-indexed libraries of your internal standards — shop manuals, quality plans, engineering standards, owner requirements.

Vision AI Integration

Reading drawings, photos, and scans to feed into compliance workflows — as-built verification, safety observation, QA photo documentation.

Custom Workflow Agents

Purpose-built agents for workflows unique to your operation, where off-the-shelf tools don't exist and manual processes are eating into margin.

04 / Enablement

Training & Governance

The most common reason AI deployments fail isn't the technology — it's the absence of people who know how to use it after the consultant leaves.

When to call us

"We deployed an AI tool six months ago. Nobody knows how to use it anymore."

AI Governance Policy Development

Templates and frameworks for safe AI usage — client data handling, liability considerations, approval workflows, and exception management.

Team Onboarding & Bootcamps

Hands-on training for PMs, architects, engineers, and shop supervisors — grounded in their actual tools and workflows.

Custom SOPs & Playbooks

Standardized procedures for how AI agents integrate into everyday work — the institutional knowledge that survives staff turnover.

05 / Pilots

Proof-of-Concept Sprints

4–6 week sprints to demonstrate AI ROI in one workflow, before committing to enterprise rollout.

When to call us

"Leadership wants to see it work on a real project before approving the budget."

Scoped Pilot Design

We pick the workflow with the clearest ROI signal and run it against a real active project — compliance check, submittal review, takeoff automation.

ROI Measurement Framework

Before/after KPIs defined at the start — hours saved, error rate reduction, cycle time compression, rework cost avoided. Measurable, defensible numbers.

Scaling Strategy

We deliver a scaling roadmap alongside the pilot results — so approval for phase two is a formality, not a new conversation.

Engagement Models

How we structure
the work.

Start here

Discovery + Audit

A structured 2-week engagement to map your compliance exposure, data readiness, and AI opportunity landscape.

  • Compliance exposure audit
  • AI maturity benchmarking
  • Prioritized roadmap (3–5 initiatives)
  • Tool and stack assessment
  • Executive readout
Start here →
Most common

Pilot Sprint

4–6 weeks. One workflow. Measurable ROI. The fastest path from "interested" to "approved for scale."

  • Compliance Agent deployment
  • One workflow on a live project
  • Integration with existing stack
  • ROI measurement and reporting
  • Team onboarding (up to 10 users)
  • Scaling roadmap
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Enterprise

Embedded Engagement

Long-form, embedded delivery — custom agents, full integration, governance frameworks, and organizational change management.

  • Full agent catalog deployment
  • Custom constraint library build
  • Enterprise stack integration
  • Governance policy + playbooks
  • Ongoing support & iteration
  • Dedicated engagement lead
Let's talk scope →