Veteran-Owned · AI Consulting and Custom Implementation
Bring us one workflow that is slow, manual, or hard to scale. Senior engineers determine whether AI fits, build it into the systems you already run, even fully offline, and stand behind it in production.
Why an AI firm is named after a rifle
You do not need an AI roadmap or a finished requirement. Bring the work that is slow, repetitive, document-heavy, or trapped between systems. We will determine what should be automated, what must stay human, and what is not worth building.
Operating companies
We assess a real workflow, integrate with the software already in place, and build a production system your team can own.
Agencies and prime contractors
Secure and offline AI integration, RFI and RFQ response, and subcontract support are available now. SAM.gov is active for all award types; SDVOSB set-asides open when SBA VetCert issues.
View contracting dataThe first 20 minutes
Tell us what is slowing the operation down. We will ask about the workflow, the systems, the data, and the approval points, then give you a direct read on the next move.
Book a 20-minute workflow callLongrifle sells the build, not a platform and not a strategy exercise. We assess the work, connect the systems, build the controls, deploy the system, and sustain it in production. Every turning point had its crew. For this one, it's us.
Who we serve
Client intake, document review, knowledge access, and member response work that should move before an expert sits down.
Field reports, exceptions, claims, vendor documents, and compliance work crossing teams or systems. We build around the approval chain.
Backlogs on statutory clocks, constituent response, and data that cannot leave the building. We build to the security posture first.
Pick the work your team handles. Top line: your process today. Bottom line: the same work after the build. Same team, same approvals. The machine does everything in between.
Client intake № 2026-0716
3 days → same day
Illustrative timelines, not a case study. The arithmetic is real: a year holds 8,760 hours and business hours cover 2,080. The system works the other 6,680.
Same staff. Same rules. Different physics.
Senior builders only. Everyone on the engagement ships code.
Runs on your infrastructure, fully offline if the data demands it.
A human approves every consequential call.
An audit trail on every step, by default.
Your data never trains anyone's models.
Built to hand over, never to lock in.
You don't need a finished AI requirement. We turn operational problems into scoped, buildable systems, from first conversation through deployment and sustainment.
Start with the problem, not a spec. One conversation scopes it.
We map the workflow, the data, the systems, and the constraints.
A straight answer on where AI helps and where it does not.
A scoped, buildable design around your infrastructure and security requirements.
Engineered into the software and environments you already run, including fully offline.
Shipped to production and kept sharp, with an audit trail on every step.
Before Longrifle, founder Miguel Franco built these exact systems in enterprise production: redaction engines, document and image translation pipelines, litigation data extraction, and agent orchestration on private, locally deployed models. Together they processed 100,000+ documents, entirely inside the client's own walls. Three builds from that record:
Financial services · Document processing
The problem · The old pipeline sent sensitive banking documents overseas for cheap manual processing: weeks of turnaround, financial data leaving the country.
The build · A production system that reads, structures, and routes the same files inside the client's own environment, with human review on the calls that matter.
Weeks → one day · Offshore → onshore · Higher accuracy
Legal · Data extraction
The problem · Case-critical facts buried in dense litigation documents, surfaced only by slow manual review.
The build · Extraction pipelines that turn litigation files into structured, reviewable records, checked by a human before anything is relied on.
Enterprise production · Human-verified · Client environment
Enterprise · Private AI
The problem · Data that could not leave the building, inside an operation that still needed modern AI.
The build · Locally deployed models with agent orchestration, running entirely on infrastructure the client controls.
Fully local models · Client-owned infrastructure · In production
From the founder's enterprise record; client and employer names withheld. Longrifle engagement case studies publish here as they complete.
Longrifle AI was founded by Miguel Franco, an AI software developer and U.S. Army veteran. He built production AI and automation systems for enterprise environments, founded RFP Analyzer, an AI platform for analyzing government solicitations, and spent seven years building Healthy Substance, a Chicago restaurant ranked #57 on Yelp's Top 100 Places to Eat in the U.S.
Longrifle fields senior engineers only, builds on infrastructure you own, and hands over keys, not licenses. Nothing to subscribe to, nothing that locks you in. Every row below is a choice we made on purpose.
Typical · Account managers relaying your requirements to a delivery team you never meet.
Longrifle · The engineers building your system are in the room from day one.
Typical · A platform your operation must adapt to, priced to keep you dependent.
Longrifle · Systems built around your operation, on infrastructure you own outright.
Typical · Learning the federal space on your contract, at your expense.
Longrifle · Veteran-led. We speak the mission, the chain of accountability, and the compliance language natively.
Typical · Pyramids of junior staff billed at senior rates.
Longrifle · Senior builders only. Every person on the contract ships code.
Typical · Hardening bolted on before the audit.
Longrifle · Architected for private, even fully offline deployment from the first line of code.
Typical · Full and open competition, long acquisition timelines.
Longrifle · SDVOSB certification pending, unlocking set-aside and sole-source paths that shorten your route to award.
Mission and workflow assessment that ends in a decision: where AI fits, where it does not, and what to build first.
Language models, machine vision, and agent orchestration engineered into the software and systems you already run.
Pipelines that read, extract, route, and reconcile mission data, with a human gate and an audit trail on every consequential step.
Locally deployed models on infrastructure you own, built for environments where data cannot leave the building.
We stand behind the system after it ships: monitoring, hardening, and upgrades through the life of the mission.
NAICS 541511 · 541512 · 541519 · 518210
Everything a contracting officer or teaming partner needs, in one place.
Teaming-ready today. We respond to RFIs, sources sought, and subcontract inquiries now, ahead of certification issue.
SAM.gov registration is active. SDVOSB certification publishes here on issue.
AI built into the systems you already run instead of another platform to buy. We assess your workflows, find where AI genuinely helps, then build and maintain the system on your infrastructure: language models, machine vision, or agent automation.
No. Most clients arrive with a problem, not a spec. The assessment ends in a written recommendation: where AI fits, where it doesn't, what to build first. If AI is the wrong answer, we say so.
Yes. When data can't leave the building, we deploy local models on infrastructure you own. Cloud, hybrid, or fully disconnected: the architecture follows your security posture from the first line of code.
No. Your data stays in your environment and never trains anyone's models, including ours.
No. Longrifle does not maintain a website inquiry database. The booking link opens Cal.com, and the structured intake creates an email in your own mail app. Nothing entered into the intake is submitted to or retained by this website.
Senior engineers, led by the founder. No handoff to a delivery team you've never met: the people in the first meeting ship the code.
There's no product to demo, by design. Every system is custom-built inside the client's environment and stays there. Bring a problem and we'll show you how we'd scope, build, and secure the system around it.
Every engagement is scoped in the first consultation and priced to the work: the size of the problem, the environment it runs in, the sustainment it needs. You'll know the number before we build.
The railroad didn't punish the towns that waited. It just passed them by.
The towns that boomed didn't invent the locomotive. They made sure the line ran through them. That's the work. We're the crew.
Bring the problem: a workflow, a data challenge, an RFI, an RFQ, a teaming inquiry. We respond within one business day.
Send RFI / RFQ·contact@longrifle.ai·Capability Statement (PDF)
Private email brief
No website submission. No inquiry database. Your answers stay in this browser until the button opens a draft in your own mail app.