Revenue-generating work
Bidding, estimating, quoting, proposals and sales follow-up. Faster, more accurate output on the work that wins jobs.
AI Implementation · Forward Deployed Engineers
Forward Deployed Engineering
Forward Deployed Engineering
for the Business You Actually Run
We start on site, with your people, learning how the work really gets done and where the money really comes from. Then we engineer the fix: custom AI software and the operating procedures it runs on, designed together and deployed into your business. Not generic AI tools. AI built into the work that brings revenue in and the processes you can’t afford to get wrong.
The term
What a Forward Deployed Engineer Does
A forward deployed engineer doesn’t advise from a distance. They embed with the business, work against its real data and real workflows, and stay until what they built is running in production — not stuck as a pilot. OpenAI, Anthropic, AWS and Google now run whole teams of them for their largest customers, and the big consulting firms are building their own, because it’s the version of AI work that actually ships.
Who it’s for
Built for Small & Mid-Sized Business
We’ve worked this way from the start. The difference is who we do it for: owner-operated and mid-sized businesses, in trades and professions where the right software, built the right way, changes what a team can take on.
The process
How an Engagement Runs
On-site audit
We spend time where the work happens and learn your needs, your operations and your goals — including the gap between how a process is supposed to run and how it actually does.
Design the system, not just the software
Most problems are half software and half process. We design both together: the application, and the procedures, roles and handoffs that make it stick.
Build and deploy
We build it, connect it to the systems you already use, and put it into service with your team. A working system, not a demo.
Stay forward
We stay close after launch — training, tuning and fixing whatever real use turns up — until it runs without us.
Where we aim it
The Work That Moves the Business
We go after the activities that bring revenue in and the processes the business can’t run without. That’s where AI pays for itself.
Document & data intelligence
If your business runs on documents nobody has time to read, this is what we’ve built most: ingestion, retrieval, citation, and the testing that tells you whether the answers can be trusted before your staff rely on them.
Field & operations
Inspections, dispatch, scheduling, field reporting and compliance paperwork. Tools built around how your crews actually work, not how a software vendor imagines they do.
Business intelligence
Getting the numbers out of the systems that hold them and into a form somebody can decide from. Reporting built around the decision, not the database.
Systems integration
Connecting systems that were never meant to talk. API work, data migration, and a cutover plan built so a bad afternoon doesn’t become a bad quarter.
Custom applications
When the tool doesn’t exist, we build it — web or native iOS — with deployment and monitoring included. Software that can be maintained after we leave.
Need a second opinion on a vendor proposal or a build that’s already underway? We do that too.
Proof
We Run What We Build
We ship our own software and run our own field business. BidBrief, our flagship, is what this work looks like when it’s finished: a tool aimed at one revenue-critical job — reading a bid set before the deadline — for one kind of professional.
Background
We Know the Work
Our background is public utility and construction contractor work. When we walk your shop floor, job site or back office, we’re not learning what the work is. We’re learning how you do it.
Engagements
Where It All Begins
Assessment
Short and bounded. We come on site, learn the operation, and hand back a prioritized plan — software and process — that you own outright, whether or not you build any of it with us.
Build
We design and build the system, deploy it, and hand over the documentation and the deployment pipeline with it. Scoped to a working system, not to a demo.
Embedded engineer
A standing forward deployed engineer for businesses that want senior engineering on their operations without carrying a full-time hire.
How we work
Three Keys
Verified, not asserted
Nothing is reported as working until it has been run and the output checked. If something can’t be verified, you get told that explicitly rather than optimistically.
Output Ownership
Code, documentation, infrastructure and credentials are yours. No proprietary black box that makes leaving expensive.
Actionable Intelligence
Findings are written so a decision-maker can act on them without a translator. The technical detail is there underneath, for whoever wants it.
Questions
Forward Deployed Engineering, Plainly
What is forward deployed engineering?
Engineering done inside your business instead of at arm’s length. A forward deployed engineer comes on site, learns how your operation actually runs, then builds and deploys software against your real data and workflows — and stays until it works.
How is that different from AI consulting?
Most AI consulting ends with a recommendation. Forward deployed engineering ends with a working system in daily use, plus the procedures your team follows to run it.
Is that the same as AI implementation?
Close. You’ll also hear it called AI implementation, AI deployment or applied AI. The difference is where the work happens: a forward deployed engineer implements inside your business, on site, alongside your team.
Do you work with small businesses?
That’s who we’re built for. Owner-operated and mid-sized businesses get the same embedded approach the big AI companies use with their enterprise customers, scoped to what makes sense at your size.
Where do you work?
Anywhere. We’re based in Minnesota and we’ll travel anywhere for a client — being on site is the point.
Is this just generic AI tools?
No. We build AI into the work that brings revenue in and the processes you can’t afford to get wrong — the places where it changes what your team can take on.
Who owns what you build?
You do. Code, documentation, infrastructure and credentials are yours from day one. No black box that makes leaving expensive.
The most valuable thing a forward deployed engineer can tell you is which of your ideas isn’t worth building.
The first conversation is free, and we will never waste your time.