We connect the systems you already run, build AI tools into every department, and orchestrate them under real governance — for companies and the public sector.
Most organizations already have the data to run better. It's scattered across a dozen systems that don't talk to each other — and in the heads of the people who've been there longest. We build the system that turns it into decisions.
Your existing systems stay. We organize the data, cut a tool to fit each department, and orchestrate across all of them — with a person in charge of every decision that matters.
The data you already have stays where it is. We connect to it — including the spreadsheets living on individual desktops and the knowledge that's never been written down.
Every engagement starts here. Every source flows into one continuously updated database that you own — the foundation every tool and decision above it stands on.
Ashlar is stone cut and squared for one exact place in the wall. Each tool is built into one department's daily work — review queues, drafted letters, one-click reports. Push-button. No prompting.
The keystone locks every stone in the arch. Keystone coordinates agents across functions and closes the loop — every real-world result feeds back to sharpen the next decision. Plumb keeps it true: every agent tested, scored, versioned and logged.
The lantern is the windowed cap on a dome that lets the light in. Lantern puts the whole operation on one screen — the numbers, the exceptions and the decisions waiting on you — so leadership runs the business from live data instead of last month's close.
Put together, the layers become a single structure: your existing systems at the base, the Limestone Foundation on top of them, a tool for every department, orchestration that ties them together — and leadership looking at all of it. Governed end to end.
Real tools, running every day inside the companies we serve — one comprehensive interface, built on one foundation.
Drag-and-drop crew lanes with equipment, utility locates and rain-outs built in — and a nightly re-plan that proposes next week before anyone asks. A dispatcher approves.
A daily worklist built from the accounting system, with an AI read on each account and the next step drafted in your voice. Nothing goes out until a person approves it.
Goals, measures, financials and exceptions on one screen — populated before anyone walks into the room, so the meeting is spent deciding instead of reconciling.
Each AI agent has a performance record, a test suite and a version history. Prompt changes are scored against tests before they publish — and can be rolled back in a click.
Every Ashlar tool is cut to fit how one team actually works — and because they share the Limestone Foundation, each one makes the next one smarter.
Daily worklist, AI account reads, drafted outreach, human approval.
Crews, equipment and constraints — with a plan proposed nightly.
Demand-driven buys, supplier lead times and pre-build stock checks.
Every proposal captured, priced to your rules, tracked to the win.
Work completed becomes an invoice queue your team approves.
Statistical safety stock, record accuracy and risk-based counts.
A measured forecast per product family — and its accuracy, improving.
The veteran's knowledge at every desk, on every call.
Every email and meeting captured, scored and surfaced — no data entry.
The day's work, check-ins, photos and notes on a crew lead's phone.
One governed rule book, versioned — the AI never invents a price.
If a team re-keys it, reconciles it or tallies it by hand, it's a candidate.
Plan sets pre-checked against the ordinance; reviewers decide.
Complaints to drafted notices in a click, every case on the record.
One shared history of who called and what they were told.
Requests found, assembled and reviewed against public-records law.
Built from the systems that already hold every number.
Requests, crews and backlogs visible in real time.
Vendors, staffing and logistics for large public events.
Scheduling, checklists and findings that flow to the record.
Deadlines, reporting and documentation tracked in one place.
Spend against plan, by department, without the spreadsheet chase.
Briefing packets assembled from the live record.
The roadmap comes from discovery, not a catalog.
Manufacturers, distributors, field-service and professional-services firms whose data lives in systems that were never built to talk to each other.
Cities, counties, state agencies and other public agencies stretching flat budgets across rising demand. The public owns the data; residents get one answer.
A mason's plumb line checks whether a wall is true. Plumb does the same for every agent we deploy — and these ground rules hold on every build.
The database, the automations and the prompts live in accounts you control. If we part ways, everything keeps running.
AI drafts, flags and recommends — with its evidence shown. Every consequential action waits for human approval.
Every query, change and approval is logged. Every agent has a test suite, a score and a version history.
We operate under commercial API terms that prohibit training on your data — a contractual guarantee, not a setting.
Models are chosen per task and swappable. Quality is monitored before outputs ever reach production.
Documented, deterministic by design and readable by your IT team — so it can run without us.
Strategy, build and stewardship in a single engagement — sequenced by what your organization is ready to absorb, so every wave produces a win people trust.
We map the workflows that matter, on site, with the people who run them.
Every opportunity scored by impact and feasibility, sequenced into waves.
The data foundation comes first. Always. It's the most important thing we build.
Tools go live one trusted win at a time, with your team in the loop.
Orchestration closes the loops — and Plumb keeps every agent true as you grow.
Customer and property records unified into one client-owned database.
Of receivables reconciled exactly to the accounting system on day one.
Emails captured firm-wide into a live relationship map — with zero data entry.
A month in AI spend to run a company's proposal, collections and briefing agents. Deterministic by design, model-agnostic — no lock-in.
Figures from live client systems · client names withheld
Former F/A-18 fighter pilot and HBS graduate. Building technology products since 2010; former EVP of Business Development at the Indiana Economic Development Corporation. Builds every Fractional Agent system in-house.
30+ years leading change management and process optimization across manufacturing, distribution and financial services — and an owner-operator of small and mid-sized businesses. HBS and DePauw.