Agentic AI for $25M–$250M companies

Agentic workflows for the mid-market.

Capture how your best people think. Deploy it into the workflows that run your business. Production-grade AI, built on the infrastructure you already use.

The mid-market gap

Mid-market firms are stuck between two bad AI options.

Option A

Off-the-shelf AI

Copilot, ChatGPT Enterprise, Gemini
  • Generic outputs disconnected from how your business actually operates
  • No access to the tacit knowledge that makes your senior people valuable
  • Adoption stalls within 90 days because outputs don't fit real workflows
Option B

Custom AI builds

In-house teams or Big-4 systems integrators
  • 12–18 month timelines and seven-figure budgets
  • Wrong scale for a $50M–$250M business
  • Built by engineers who don't understand the workflow they're automating

The result: most mid-market firms either over-pay for capability they don't use or under-deploy capability that never reaches the people doing the work. Auriga is built for the space in between.

What we do

Capture your best people's expertise in AI built for the mid-market.

Custom Agentic Copilots, sized for a mid-market budget and scale, not a seven-figure enterprise build.

Build Agentic Copilots

Your experts, productized

Custom AI built on your best people's knowledge and instincts, sized right for the mid-market.

The North Star

An AI-first organization

Become an AI-first organization that scales capacity without adding headcount, whether you're a PE fund, a portfolio company, or an independent mid-market business.

How we're different

Methodology-led, not tool-led

Built on your existing infrastructure: Microsoft, AWS, or Google. Your tenant, your security perimeter, your data.

How an engagement works

Three phases, from diagnosis to a deployed, governed Copilot.

01

Diagnose

Context Capture Sprint · 30 days

Map the workflows that drive revenue and risk, then capture the reasoning behind your top performers' decisions.

OutputRanked opportunity portfolio + Decision Framework
02

Build & Deploy

Agentic Copilot Deployment · 60–90 days

Build the agentic workflow on your existing stack, test it against real cases, and embed it in daily operations.

OutputProduction Agentic Copilot, live in the workflow
03

Govern & Maintain

Platform Support · Ongoing

Upskill your team to use the tools, then govern every agent with central visibility and guardrails as the business evolves.

OutputSustained adoption, governance & measurable impact

Already know what you want to build? Teams past the diagnostic can start at step 2.

Where copilots create the most leverage

Patterns we look for in the diagnostic.

Proposal & Quote Generation

Senior staff spend hours on bids juniors could draft with access to your pricing logic and win/loss patterns.

↳ 50–70% reduction in proposal turnaround

Technical Diagnostics & Field Support

Your veterans' troubleshooting intuition isn't documented. Juniors escalate what an agent could answer.

↳ Reduced escalations, faster resolution times

Customer Service & Support

Customers get instant, accurate answers on orders, returns, and products; only true exceptions reach your staff.

↳ Faster response, higher self-service resolution

Onboarding & Training

New hires ask the same 50 questions for their first 90 days, pulling top performers off revenue-generating work.

↳ Ramp time cut by one-third

The diagnostic identifies which of these, or others specific to your business, will produce the most leverage in your context.

Built for the mid-market reality

Production-grade AI you can actually trust in the business.

Technology is the easy part. Security, control, and adoption decide whether the value sticks. Here's how we answer the questions that matter.

Built on your own infrastructure

We deploy inside the cloud you already run: Microsoft, AWS, or Google. Your tenant, your security perimeter, your access controls. Nothing moves to ours.

Your data stays yours

Proprietary data never leaves your environment and is never used to train public or third-party models. What you build stays your competitive advantage.

Robust, not brittle

We engineer resilient systems that don't break when your processes evolve, and we build custom only where it drives real EBITDA impact. Off-the-shelf tools handle the rest.

Onboarding & training built in

We don't throw software over the wall. We onboard and upskill your people to adopt, trust, and extend the tools, so the value sticks.

Early traction

Across manufacturing, specialty engineering, and business services. PE-backed and independent mid-market companies.

12
Workflow diagnostics completed
Across industries from $25M to $250M revenue
1 in 4
Top-50 mid-market PE funds advised
Among the leading PE funds by mid-market portfolio size
20
AI agents in production
Live in daily operations, not pilots
Leadership team

Operators and engineers who have done the work.

Auriga is led by two founders: a strategy operator from Bain's PE practice and an ML engineer with production AI at scale. We sit in the seats you're automating before we build anything.

Operator-led. Sovereign-built. Accountable to outcomes, not hours.

CJ

Christine John

Founder & Head of Strategy
  • Bain & Company, Private Equity Group
  • General Motors
  • B.S. Chemical Engineering
  • Harvard MBA
EV

Erikas Valinskas

Head of Technology & Product
  • HomeToGo, Europe's Airbnb equivalent
  • Boutique IT services company
  • Experience building production RAG systems
  • B.S. Mathematics
Get started

Let's build your first Agentic Copilot.

Tell us where your best people spend their judgment. We'll find the highest-leverage opportunity together, or go straight to the build if you already know what you need.

Email
contact@aurigastrategy.com
Phone
267-918-4971
Either way
Production-grade AI, on the infrastructure you already use.

Start scaling your best people's expertise.

Tell us where your top performers spend their judgment and we'll be in touch to explore the right starting point.

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