Select case study

Case study · 03 / 04

Construction contract review with clause-linked AI playbooks.

First Rule Contract Manager gives construction teams the contract discipline to spot risk before it becomes project cost. Teams upload a prime contract or subcontract, review clause-level risks tied to source language, apply playbook guidance and turn the review into a kickoff-ready handoff.

Visit live site

[ Client ]

First Rule Contract Manager

Construction contracts · Playbook AI

[ Engagement ]

Product narrative

Positioning · product story · proof

[ Role ]

Product strategy

Contract AI narrative

[ Year ]

2026

Product positioning

Product promiseconstruction contract discipline

Free upload

Start with one contract

Prime + Sub

Contract coverage

Including flow-down checks

30d

Money-back guarantee

After purchase

Azure

Deployment option

Can run in customer environment

[ 01 ] The Problem

Construction contracts move fast, but the consequences last for the life of the job. Indemnity, delay, notice, payment and lien language can quietly shift risk before a project even starts.

FRCM is designed for construction teams that need practical contract clarity, not generic legal AI: visible risk, source-linked rationale and guidance that fits how project teams actually work.

The product promise is operational as much as legal: help executives, precon, PMs, risk teams and field leaders understand the contract before it becomes a jobsite problem.

[ 02 ] Approach

The story centers on playbook-driven contract discipline: repeatable standards that show up beside the clause while the review is happening.

FRCM is positioned around the workflow buyers can immediately picture: upload, detect clause risk, review plain-language rationale, apply preferred or fallback language and generate a project handoff.

Marten, the AI contract coach, adds an approachable product layer by letting teams ask plain-language questions while staying anchored to contract text and playbook guidance.

Construction-trained contract review built for project risk, not generic document management.
Prime contract, subcontract and flow-down checks for construction operators.
Clause categories, risk levels and source-linked rationale packaged into a clear review workflow.
Playbooks as the standards engine behind preferred language, fallback language and escalation paths.
AI review connected to the jobsite through kickoff-ready summaries, Marten coaching and training in the flow of work.

[ 03 ] Screenshots

Screenshot of the First Rule Contract Manager homepage — **Homepage positioning**The homepage sells a focused promise: confident contract decisions backed by construction-trained AI, playbooks and human-readable next steps.

Screenshot of the First Rule Contract Manager product overview page — **Contract Manager overview**The product page turns contract review into an operational workflow, from upload to risk review to kickoff handoff.

Screenshot of the First Rule construction contract playbooks page — **Construction playbooks**The playbooks page makes the standards layer tangible, showing how negotiation posture becomes repeatable guidance across projects.

[ 04 ] Value Profile

Clause visibilityRisk surfaced at the clause level before kickoff.

Playbook consistencyPreferred and fallback language made repeatable.

Handoff claritySummaries built for PMs and field leadership.

Review speedA faster path from upload to decision-ready review.

[ 05 ] Architecture

[ 01 ] Upload

Contract intake

Prime contracts
Subcontracts
Exhibits
Riders

[ 02 ] Detect

Clause review

Clause categories
Risk levels
Flow-down checks
Source links

[ 03 ] Guide

Playbook layer

Preferred language
Fallback language
Company standards
Escalation

[ 04 ] Handoff

Project action

Risk summary
PM handoff
Marten Q&A
Training

First Rule keeps the AI answer attached to the contract and the playbook. The product teaches while work happens: clause-linked rationale, coaching and standards appear in the review flow instead of living in a separate training binder.

# Clause review contract
review = detect_clause_risk(contract, playbook)
rationale = explain_in_plain_language(review, source_clause)
handoff = build_kickoff_summary(review, standards)
return ClauseReview(risk=review.level, source=source_clause, next_steps=handoff)

[ 06 ] Outcome

FRCM presents a category-specific AI product for construction teams that need contract clarity before work begins.

The positioning turns clause detection, playbook guidance, Marten coaching and kickoff summaries into a single value proposition: better contract decisions, better project outcomes.

The live site supports that promise with a focused homepage, product walkthrough and playbook documentation built around the way construction teams actually review risk.

"Better contracts. Better outcomes."

- First Rule Contract Manager product documentation

More work04 / 04 next

CS / 04

Bootstrapped · DTC analytics · Forecasting