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On-site AI for engineering firms

AI agents that never leave your office.

Your firm wants AI. Your project files can't go to the cloud. We put a private archive and AI agents on a server in your office, then install, train and maintain it ourselves.

Weeks → under a minutefor past-project research at a 50-engineer civil engineering firm
How it works

From a messy file server to an archive you can ask.

01

Ingest

We install a GPU server in your office and load every file your firm has produced, across every past project.

.dwg.pdf.docx.xlsxcontractsinvoices
02

Organize

It suggests a cleaner folder structure and file names. Someone at your firm approves every change.

scan_0042_final_v3.pdf2016-041_CR300_Hydraulic-Report.pdfAwaiting approval
03

Search

Ask in plain English. The relevant files come back in under a minute, and every answer links to its source.

› past bridge rehab proposals over $1M9 files · 4 projects · 38 s
Agents

Agents that each do one job, from your firm's own history.

Archive chat

Ask about any past project and get answers with links to the source files.

Working today

Proposals

Drafts new proposals from your past proposals and project history.

Working today

Reports

Writes project reports in your firm's format, from the files behind them.

Working today

Accounting

Turns financial documents into accounting reports, including Tally reports.

Working today

CAD

CAD assistance, built from what our first customers asked for.

In progress

Your next agent

We build new agents for the work your firm asks for.

Tell us what you need →
Security

Nothing leaves the building.

The president of our first customer put it plainly: firms want AI agents, but after the breaches they've read about, they don't trust them with their files. So we don't ask them to. The archive, the model and the agents all run on a server inside your office.

INSIDE YOUR OFFICE
YOUR FILE SERVERYour files stay where they areDrawings, reports, proposals, contracts, spreadsheets, invoices. We read them; we never move them off site.
GPU SERVER WE INSTALLThe model runs hereOpen-weight LLM, search index and knowledge graph, all on a machine in your server room. We install it in person and maintain it.
YOUR ENGINEERSSearch and agents in the browserOn your own network. Every answer links back to the source file, so your people can check it.
YOUR NETWORK EDGE
OUTSIDE
Cloud AI APIsVendor serversThird-party model training
0files, prompts or embeddings sent out
01No cloud AI API, everThe language model is open-weight and runs on your hardware. There is no outside provider to send a prompt to.
02Your IT keeps the keysThe server sits on your network under your access rules. Folder changes it proposes only happen after someone at your firm approves them.
03Every answer shows its sourceNothing is a black box. Each result links to the original file and its path, so an engineer can open it and verify.
Customers

Already running at two firms.

“Gathering information from past projects before starting a new one used to take us weeks.”
President · civil engineering firm, Fort Wayne, Indiana
CIVIL ENGINEERING · FORT WAYNE, IN

A 50+ engineer firm with a 29-year project archive

Weeks< 1 min

Search across ~6,000 past projects now returns the relevant files, with a link to each one, in under a minute. Staff are testing it now.

~6,000 projects · millions of files · in testing with staff
ROAD INFRASTRUCTURE · INDIA

A ~550-person company running 10+ active sites

DaysMinutes

Agents produce the accounting and Tally reports that took their accountants days. Site engineers enter progress once and get the Excel sheets that used to take hours.

150+ users · 10+ sites · site and accounting reports
Team

You'll meet us in your office.

Every install is done in person. We set up the server, train your team and stay on to maintain it.

We've been building together for three years: an AI interview platform, a campus shuttle app, a NASA Lunabotics rover and a paper accepted to a CoRL 2026 workshop.

Shaurya Beriwala
Shaurya BeriwalaCo-founder · CEO

Computer science at Purdue Fort Wayne. Autonomy lead on a NASA Lunabotics rover that competed at Kennedy Space Center.

Amit Jadhav
Amit JadhavCo-founder

Computer science at Purdue Fort Wayne. Integrates the AI agents and tests every build before it ships. Co-author of a CoRL 2026 workshop paper.

FAQ

Questions

Does any of our data leave the office?

No. The model runs on a GPU server in your office, and none of your files are sent to a cloud API.

What files can it read?

Drawings, reports, proposals, contracts, spreadsheets and invoices. Everything your firm has produced goes into the archive.

Will it reorganize our file server?

Only with your approval. It suggests a cleaner folder structure and naming, and a person at your firm approves each change.

Who sets it up?

We do, in person. We install the server, train your staff and maintain the system after launch.

What hardware do we need?

We supply a GPU server sized to your archive and install it in your server room.

How long does setup take?

A few days on site, plus ingestion time that depends on the size of your archive.

How much does it cost?

A monthly fee per firm, which grows as you add agents. Contact us or join the waitlist and we'll quote for your firm.

Who is it for?

Engineering and infrastructure firms with years of project files that they won't send to a cloud vendor.

Get Archwise in your office.

Tell us about your firm. We'll call within a week to see if it's a fit, then plan the install at your office.