Unframe
Prepared for
Zignego Group
Technology Intelligence Overview

Where Unframe fits inside Zignego's operations — and what it could unlock

Zignego Group has been building Wisconsin's roads, highways, and airports since 1954. Across three businesses — Zignego Company, Zignego Ready Mix, and Z Mix USA — operations span dozens of active WisDOT contracts, portable batch plants, field crews, equipment fleets, and supplier relationships. This document outlines where Unframe's Managed AI Delivery Platform creates measurable value for a construction operation at Zignego's scale.

Founded
1954 — 3rd generation, family owned
Headquarters
Waukesha, Wisconsin
Business units
Zignego Paving · Ready Mix · Z Mix USA
Recent contract scale
$120M+ I-94 prime contractor (2025)

Why AI matters for civil construction right now

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Contract complexity is increasing

WisDOT projects now routinely exceed $40M–$120M. Managing prevailing wage compliance, materials certifications, inspection documentation, and change orders manually across multi-year projects creates real exposure.

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Field operations data stays siloed

Batch plant output, crew productivity, equipment utilization, and material consumption are tracked across separate systems — or not tracked digitally at all. Operators lack a unified view to optimize margin.

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Award-winning quality demands precise QA

Zignego has won national and statewide concrete paving excellence awards. Maintaining that standard at $100M+ project scale — while managing multiple concurrent jobs — requires smarter quality tracking infrastructure.

Where Unframe could create measurable impact at Zignego

1 — Contract Intelligence & Compliance Extraction
Start here
The workflow today
WisDOT project documents, specifications, prevailing wage schedules, and subcontractor agreements arrive as PDFs. Project managers review manually, track deadlines in spreadsheets, and flag compliance issues by hand.
What Unframe does
Ingests contract documents, extracts key obligations (wage rates, material specs, submission deadlines, change order clauses), and surfaces exceptions automatically. Flags out-of-tolerance conditions before they become compliance failures.
Data sources
WisDOT project PDFs · Subcontractor agreements · Prevailing wage schedules · Inspection reports · Change order logs
Business metric: Reduce compliance review time per contract by 60–80%. Eliminate manual deadline tracking. Cut exposure from missed wage rate adjustments or spec deviations on high-value WisDOT projects.
2 — Operations Intelligence: Batch Plant + Field Productivity
Start here
The workflow today
Batch plant output, pour schedules, truck dispatch, and field crew data live across separate logs and systems. Project managers lack real-time visibility into production vs. plan. Waste and rework are identified after the fact.
What Unframe does
Aggregates plant, dispatch, and field data into a unified operational dashboard. Surfaces anomalies — yield variances, truck wait time spikes, crew utilization drops — in real time so supervisors act before margin erodes.
Data sources
Portable batch plant logs · Dispatch records · Pour completion reports · Equipment maintenance logs · Crew time records
Business metric: Comparable to a concrete contractor we deployed for in 6 weeks — $20M in savings, 90%+ faster operational insights, 7% improvement in project margins. At Zignego's contract scale, a 1% margin improvement is material.
3 — Supplier & Materials Intelligence
Scale phase
The workflow today
Ready Mix and Z Mix USA manage supplier contracts, aggregate certifications, and materials pricing across dozens of relationships. Spec conformance is tracked manually. Price escalation clauses and cert renewals are easy to miss.
What Unframe does
Extracts and normalizes supplier contracts, certification documents, and pricing terms into a structured knowledge layer. Proactively alerts on cert expirations, price escalation windows, and specification deviations across the supplier base.
Data sources
Supplier agreements · Aggregate certificates · Materials test results · Purchase orders · Price schedules
Business metric: Reduce supplier onboarding time. Eliminate missed certification windows that create project delays. Surface better pricing leverage by comparing terms across the full supplier portfolio in seconds.
4 — QA Documentation & Award Submission Intelligence
Scale phase
The workflow today
Project quality records — mix designs, pour logs, compressive strength tests, smoothness index results — are compiled manually for final documentation and award submissions. Preparation is time-intensive and prone to gaps.
What Unframe does
Maintains a live structured record of QA data across all active projects. Auto-generates quality reports, flags out-of-spec readings in real time, and assembles the documentation package needed for award applications or owner sign-off.
Data sources
Mix design records · Compressive strength test results · Smoothness index reports · Inspector sign-off logs · Project completion documentation
Business metric: Reduce QA documentation prep time by 70%+. Catch out-of-spec concrete before placement — avoiding costly rework and project delays. Strengthen the record for continued excellence award submissions.

What we've delivered for similar operations

Concrete Contractor — 6 weeks to deploy
$20M
In operational savings. 90%+ faster project insights. 7% improvement in margins across active projects.
Industrial Manufacturer — 24 days to deploy
98%
Document classification accuracy. 40% faster response cycles. 87% of auto-drafted documents approved without edits.
Enterprise document extraction
96%+
Extraction accuracy across complex document types. Evaluated against 50+ vendors — Unframe was selected for production deployment.

How we work — and why it's different

Deployed in weeks, not months

Our Blueprint Approach means we deliver a working solution — not a prototype — within weeks. Our comparable concrete contractor deployment took 6 weeks from kickoff to production.

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Built for sensitive operational data

On-prem, private cloud, or SaaS deployment. SOC 2 Type II and ISO 27001 certified. RBAC and single-tenant VPC options ensure project data stays controlled.

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Flat pricing — no usage surprises

Annual flat pricing per use case. Unlimited users, unlimited queries, unlimited integrations. No per-seat fees as field teams scale. No token overages.

Prove value before you buy

We scope a SOW around your specific use case and prove it works before any commercial commitment. You see the outcome first. That's how we prefer to engage.