Manufacturers, contractors, and operations leaders are watching competitors get leaner. We help you build a real AI plan, train your team to run it, and measure the results.
Competitors are quietly cutting costs, moving faster, and operating leaner. Here's why most business owners in manufacturing and construction aren't keeping up:
Your industry is being reshaped by AI: estimating, reporting, compliance, field communication. Most $10M manufacturers are flying blind with no roadmap and no one to trust for honest guidance.
Every software company wants to sell you a tool. They don't know your operation. They won't be there six months later. What you need is a strategy for your specific business, not another subscription.
AI projects stall when your team isn't trained to run them. Build-and-walk-away doesn't work. Most initiatives never make it past the pilot phase because no one transferred the knowledge.
You don't need another AI tool demo. You need a trusted advisor who knows your operation.
Most AI initiatives fail because they skip phases. Tools get bought without a strategy. Workflows get built but nobody gets trained. The STE Framework runs all three phases in the right order, so your investment delivers and your team owns the outcome.
"Understand how AI is already affecting your industry before your competitors do."
We open every engagement with a clear-eyed briefing on what AI is already doing inside companies like yours, locally and nationally. You'll see the 18-month risk if you don't act, and where your specific operation is most exposed and most opportunistic.
"Find where AI delivers real ROI in your operation, and show the math."
We identify 3–5 specific processes, roles, or workflows where AI can reduce labor hours, accelerate throughput, or reduce errors. For each opportunity, we model the annual dollar value, so you know exactly what you're investing in before work begins.
"Train your team to use AI. Target a 10–20% productivity lift."
After strategy and transformation, we train your workforce. Role-specific, hands-on training, not slide decks. The goal: every team member uses at least one AI tool in their daily workflow within 30 days. The engagement ends with a capability transfer session so your team runs everything independently.
Every engagement is scoped to one of three tiers based on where your business is and how fast you want to move.
A single deep-dive engagement to give you clarity before committing to full transformation. You'll understand exactly where AI creates real value in your operation, and where it doesn't.
Best for: Owners who need clarity before committing to more.
Start with a Plant WalkThe full STE framework executed over 60–90 days. Strategy, workflow builds with ROI modeling, team training, and a complete capability transfer so your team runs everything independently by the end.
Best for: Owners ready to move and want a structured program.
Start with a Plant WalkAn embedded executive AI function, without the cost of a full-time hire. We set strategy, own vendor decisions, lead the roadmap, and stay accountable to the AI P&L. Ideal for ops leaders who need a senior partner running the AI function across their operation.
Best for: Ops leaders who need senior AI leadership without a full-time hire.
Start with a Plant Walk| Fractional CAIO (Bridgework) | Full-Time Chief AI Officer Hire | |
|---|---|---|
| Cost | $10,000–$25,000 per month | $250,000–$450,000+ total comp (salary + equity + benefits) |
| Commitment | 90-day initial, then month-to-month | Multi-year, with severance and equity exposure |
| Time to start | 2–4 weeks from contract signed | 3–9 months recruiting and onboarding |
| Onsite cadence | 1 day per week for first 90–180 days, then hybrid retainer | Full-time presence |
| Scope | AI strategy, vendor decisions, roadmap, P&L accountability | Same scope, plus headcount management |
| Best for | $10M–$500M operations getting an AI function off the ground | $500M+ revenue, multi-site complexity, dedicated AI org chart |
| Exit | 30-day notice, no severance | Severance + unvested equity + replacement cost |
Plant Walk ($5,000 + travel). For $10M+ ops leaders. One day onsite. Written AI Opportunity Report tied to your specific stations and workflows, delivered within 7 days. See what's included →
AI Business Assessment ($1,000). For smaller operations or fully-remote scoping. 20-minute voice interview with our AI interviewer; custom report in 48 hours. Money-back guarantee if we can't identify $5,000+/yr in savings. See what's included →
Based on what the walk or the assessment surfaces, we scope an engagement to one of three tiers. You'll know exactly what we're building, why it matters, and what results to expect, before any work begins. No surprises.
Strategy briefing, workflow builds with ROI modeling, team training. By the end of the engagement, your team owns and operates the AI systems independently. That's the goal every time.
Manufacturing, construction, and operations. Not every business. Our ICP feels understood from the first call because we speak their language: their workflows, their pain, their metrics.
We don't lead with tools, packages, or demos. We lead with business outcomes. The founder is a peer to your CEO, not a contractor to manage or a salesperson to deflect.
The founder spent decades inside one of the most operationally complex manufacturing organizations in the world: operations management, R&D leadership, and HR at scale. They've managed the complexity you're facing.
The founder built real businesses using AI tools: no outside funding, no engineering team. Every recommendation comes from firsthand experience, not theory or case studies from someone else's client.
We don't create client dependency. The goal of every engagement is capability transfer: your team owns and operates the AI systems independently by the time the engagement ends.
We model the annual dollar value of every AI opportunity before building anything. You'll see the math explicitly. A $5,000/month labor savings is $60K/year. That's how we scope and price every engagement.
One day onsite. Written AI Opportunity Report tied to your operation, delivered in 7 days. Travel billed at cost.
Smaller operation? Try the $1,000 AI Assessment instead. 20-min voice interview, 48-hour report.
The founder spent decades inside one of the most operationally complex manufacturing organizations in the world, in roles spanning operations management, R&D engineering leadership, and HR leadership at scale.
He knows how to build systems that work inside real organizations, manage change without breaking what already works, and lead teams through complex transitions. They've sat in your seat, or a seat very close to it.
After leaving industry, he used AI to grow his current businesses and to start new ones. No outside funding. No engineering team. AI tools, operational discipline, and consistent execution.
That combination of deep operational credibility plus firsthand proof of building with AI is what Bridgework Solutions is built on. The founder personally runs client engagements. You won't be handed off to a junior associate.
Bridgework Solutions serves $10M+ businesses in manufacturing, construction, warehousing, logistics, and field services. We work best with operators who have not yet built an AI program internally, where deep industry credibility translates into real cost savings, not generic advice.
We don't work with startups, tech companies, or anyone already using AI actively. Our value comes from deep industry credibility, and that only transfers when the fit is right.
The $1,000 AI Business Assessment includes a 20-minute voice interview, a custom written report delivered within 48 hours, and a 30-minute follow-up call with our lead consultant. The report covers financial impact, an executive summary, an effort-versus-impact matrix, 3 to 6 tool recommendations, and a 4-Day Quick Win Plan.
You purchase the assessment, then call our dedicated line at your convenience — 24/7, whenever you're ready. Our AI interviewer spends 20 minutes mapping your operation, team, tech stack, and biggest pain points. Within 48 hours you receive the custom report: Financial Impact analysis (hours saved × dollar value − tool costs), Executive Summary, Effort vs. Impact Matrix, 3–6 specific tool recommendations with install notes, and a 4-Day Quick Win Plan. The 30-minute follow-up call with our lead consultant walks through the report and scopes next steps.
The $1,000 fee covers a custom-researched AI strategy report specific to your operation, reviewed by our lead consultant before delivery, plus a 30-minute follow-up call. It is analyst work, not a template. If we don't find at least $5,000 per year in identifiable savings, you get a full refund.
It's not a quiz or a generic report. The goal is always to identify far more than $1,000 in annual savings opportunity.
You get a full refund. If the report doesn't identify at least $5,000 per year in savings opportunity for your business, we refund the $1,000 assessment fee in full. No questions, no argument. The savings threshold is the only bar.
We're confident in what a real conversation with a real analyst team produces, but we'd rather earn your trust than trap it.
Software companies and automation agencies build things and walk away, leaving clients dependent on them. Bridgework is a strategic advisory firm: we build the strategy, implement 2 to 4 workflow solutions, train your team, and transfer full capability at engagement end so you own the result.
No dependency, no ongoing fees unless you choose a retainer.
Start with Tier 1, the AI Strategy Session ($5,000 to $10,000 over 2 to 4 weeks). You get industry impact analysis, a competitor AI landscape review, your top 3 to 5 AI opportunities identified, and a 90-Day Quick Win Roadmap, without committing to full transformation.
Many clients start here and upgrade once they've seen the math.
No. Tier 1 and Tier 2 are project-based engagements with defined scope. Tier 3 (Fractional Chief AI Officer) is month-to-month after an initial 90-day commitment. Engagements are priced based on the ROI identified, not on hours or arbitrary retainer fees.
There's no lock-in.
Yes. The founder is the primary point of contact throughout every engagement. There are no junior associates, no account managers, and no handoffs. When you work with Bridgework Solutions, you work directly with the person who did the audit and will deliver the results.