Obnovit

Stop carrying your AI transformation alone

We help business owners and AI leaders choose the right priorities, connect scattered knowledge, and put practical AI systems to work, so your team has more capacity for higher-value work.

Free AI Readiness Assessment + your Readiness Report.

A person walking a sunlit forest path
The starting point is unclear.
Your team knows what comes first.Agreed priorities and clear ownership.
Knowledge is scattered across systems.
Useful answers are easier to find.Company knowledge connected to the work.
Pilots have not changed daily work.
Progress is easier to see.Working systems with outcomes you can review.

Always leaving things better than we found them.

Teams we have worked with and trained

  • ZAP Engineering & Construction Services
  • Blackhawk Equipment
  • Carroll Engineering Corporation
  • F&F Industrial Equipment
  • PLC Construction
  • West Amwell Mason Supply
  • Altura Engineering & Design
  • Weldment Design
  • Strobel Energy
  • Intellimation
  • ALCO Energy Solutions
  • SyntexNRG
  • Allstate Septic

AI adds another layer to an already complex business.

You are responsible for making AI work while keeping the business running. You deserve a clear plan and the support to act on it.

The cost shows up in everyday work.

When experiments stay disconnected, repeated effort and manual handoffs can continue. More subscriptions can add cost while the business still depends on a few overloaded people.

  • Your data and systems are fragmented.

    Your people hunt through inboxes, spreadsheets, and disconnected applications, then check versions and move information by hand.

  • The tools keep coming.

    New models, agents, and platforms compete for attention. Sorting useful options from distracting demos takes time you do not have.

  • The starting point is unclear.

    You can see possibilities, but need to know what comes first, who owns it, and how to move from idea to implementation.

  • Your team is already at capacity.

    Your experienced people are already busy. Learning new tools and changing processes adds another responsibility to a full workload.

  • Trust and oversight need attention.

    Your team needs clear rules for company information, reliable answers, and human review before AI becomes part of daily work.

  • Experiments are hard to turn into results.

    A promising pilot has not changed everyday workflows. Without a baseline and clear measures, the value of further investment is uncertain.

Renewal, stage by stage.

Every stage builds on the one before it, with a clear outcome and visible progress before you move on.

Start with your score. We will help you choose what follows.

You do not need to solve every AI challenge at once. Your first step is the free assessment. Review your report with us, then decide together whether the AI Clarity Package is right for your business.

  1. Stage 1

    ScoreA free starting point

    Complete the AI Readiness Assessment and receive a report across the six core systems. Understand your strengths, gaps, and opportunities.

    Get your free AI Score
  2. Stage 2

    Blueprint CallA conversation with direction

    Review your score with us, connect it to your business priorities, and leave with a one-page AI direction.

  3. Stage 3

    PlanThe AI Clarity Package

    We work with your team to understand real workflows and prioritize opportunities. You leave with your AI Playbook, ranked opportunities list, and Next Steps register.

  4. Stage 4

    InstallFrom agreed priorities to working systems

    We scope the implementation from your Plan, design and build the agreed systems, and support your team as those systems enter everyday work.

  5. Stage 5

    AI ScaleSupport and continued improvement

    Support live systems, review performance, and identify the next opportunities as your business and capabilities develop.

Plan · Design · Build · Operate

The working rhythm underneath the journey. The Plan sets direction. Design, Build, and Operate repeat as we implement agreed priorities, learn from use, and make the next decisions together.

A dark lattice of steel and glass

Renewal, not replacement.

Obnovit (OB-no-vit) is Czech for “to renew.”

Shane Chalupa presenting to a room of business leaders

You should not have to figure it all out yourself.

Leading AI change on top of an existing workload can feel isolating. We work alongside your team to understand the business, make the choices clearer, and carry the agreed implementation forward.

Shane Chalupa, PECo-founder, Obnovit
Experience
Over a decade of professional engineering experience
Industries
Energy, manufacturing, oil and gas, and chemicals
Prior roles
Mechanical engineer, project manager, and leadership roles
Companies
DuPont, Air Products, ZAP Engineering, and Birck Engineering
Approach
Engineering discipline applied to complex work, quality, and accountability

We make the work tangible through an AI Playbook, agreed priorities, named owners, and measures of progress.

Shane's story

Progress in people’s own words.

6 to 10 hours saved weekly

“I now have these new tools to find information that i used to have to dig around for hours for that are now found in minutes.”
JayEngineerSelf-reported at the time of the survey, across his work. This does not describe a reduction in quoting time.

2 to 4 hours → about 1 hour

“Yes, I have improved the process for account reconciliations.”
AnonymousFinance managerSelf-reported reconciliation time. Historical result, continued operation was not confirmed after later tool-access changes.

About 5 hours saved weekly

“I have been saving about 5 hours a week on expediting tasks with the assistance of cowork.”
AnonymousEstimatorSelf-reported historical result. Continued operation was not confirmed after later tool-access changes.

Confidence using AI

“Great class designed to give you confidence using AI as you work through every week of class.”
AnonymousFabrication managerParticipant feedback about confidence using AI.

Know what to build before you invest in the build.

The AI Clarity Package turns your business priorities and your team's experience into a practical implementation plan.

We work with your team through a kickoff workshop, workflow conversations, and structured prioritization.

Start with your free AI Score
Deliverable 03Obnovit

Your Next Steps register

Agreed actions and ownership for moving forward.

Deliverable 02Obnovit

Ranked opportunities

The work to prioritize and the reasons behind the order.

Deliverable 01Obnovit

Your AI Playbook

A shared direction grounded in how your business operates.

The foundation we build across the journey

Your AI Operating System connects six areas: Direction, People & Agents, Company Brain, Guardrails, Workflows, and Yield. It is the operating capability developed through the work.

Direction

Connect AI priorities to business goals and decide what success looks like.

People & Agents

Define responsibilities, equip the team, and establish how people and AI work together.

Company Brain

Organize useful company knowledge so people and approved AI tools can work with it.

Guardrails

Define practical rules for access, appropriate use, oversight, and accountability.

Workflows

Redesign the agreed processes and connect the systems needed to support them.

Yield

Establish baselines and review the value, adoption, and reliability of the work.

Progress you can put in context.

These anonymized examples distinguish delivered work, participant-reported improvements, and demonstrations. They reflect individual engagements and do not predict your results.

Civil engineering firmA foundation for responsible AI.

Obnovit helped establish an AI council, prioritize 36 opportunities, and adopt an AI governance policy. The client later reported developing its own internal applications.

What this showsDelivered planning and governance, followed by client-reported development. Adoption remained uneven and financial returns were not quantified.

Engineering and design firmA useful first pass on technical documents.

During a Clarity workshop, a designer reported generating eight line-list entries in about ten minutes, estimating the draft was roughly 75% complete. Human review and completion were still required.

What this showsParticipant-reported trial. This is not a comparison of completed projects.

Construction engineering businessShared priorities for the next stage.

An onsite workshop and staff interviews informed a scored opportunity matrix, executive findings report, and reportout dashboard to support leadership’s implementation decisions.

What this showsDelivered planning outputs. Implementation savings were not measured in this engagement record.

Specialist engineering businessA plan grounded in the systems already in use.

The AI Playbook and phased roadmap prioritized quoting, knowledge, and administrative work. Team review retained the existing file-storage platform and distinguished work already underway from future builds.

What this showsDelivered planning milestone with implementation underway. Projected capacity gains are not achieved savings.

Building materials supplierAn operating vision the team can explore.

Obnovit shared a yard-management demonstration and an AI operating portal, giving the team concrete tools for reviewing priorities and exploring changes to daily work.

What this showsDemonstration and planning artifacts delivered. The yard demo did not save live transactions, and no operating improvement is claimed.

Technical depth, with a broader reach.

We serve engineering and technical firms, and bring the same discipline to businesses in other industries.

Knowledge scattered across files and experienced staff.
Time spent assembling proposals and recurring documents.
Manual project reporting and status coordination.
Onboarding that depends on a few busy experts.

A little more clarity.

Know what working together can look like before you take the next step.

Coming Soon!

Where to start with AI in your business

Coming Soon!

What happens on a Blueprint Call

Coming Soon!

Why an engineer's discipline works outside engineering

Coming Soon!

How we measure progress

Where to start

Begin with the free AI Readiness Assessment. Your report gives us a shared starting point for the Blueprint Call, where we discuss your priorities and identify a useful first move.

Your existing tools and systems

We begin by understanding the tools, information, and workflows already in place. Recommendations follow your business needs, with integration and change requirements considered during planning.

Your team's involvement

Your people help us understand the work, test improvements, and develop the capability to use and own the resulting systems. Leadership commitment and an internal point of contact matter throughout.

Working outside engineering

Yes. Engineering is an area of deep experience. We also work with leaders in other industries who need a practical path from AI experimentation to useful business systems.

How progress is measured

We agree on the outcome and a baseline for each initiative. Depending on the work, this can include time spent, turnaround, rework, adoption, or business impact. Results are reviewed in context, rather than assumed from a demo.

A team reviewing a 3D structural model on a laptop on the shop floor

More capable businesses. More room for human potential.

Obnovit helps businesses simplify complexity, strengthen capability, and implement practical systems so people can spend more time on higher-value work.

  • Simplify complexity.Give people a clear way to understand the choices and move forward.
  • Build with the people doing the work.Connect technical decisions to the experience and judgment inside the business.
  • Stay close to the outcome.Agree on what matters, look at the evidence, and improve from there.

Know where you stand. Choose your next move.

Get your AI Readiness Report, then review it with us on a free Blueprint Call.