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AI for SMB & mid-market

Your AI Consulting & Solutions Partner for SMB and Mid-Market Firms

AI consulting and transformation, AI agents, voice assistants, automation, customer support, and enterprise search — strategy, design, build, and managed run, end to end. And when your data demands it, deployed fully private and self-hosted in your own environment.

45 minutes · no obligation.
HOW WE ENGAGE
1
Strategy Session
Free · 45 min · ROI map
2
90-Day Sprint
Validate & ship a pilot
3
Build & Managed Run
In your tenant or frontier models
30+
Models in production
90
Days to first value
2 ways
Your tenant or frontier models
Self-hosted in your tenant  ·  Built on open source (Onyx · vLLM · Llama · LiveKit)  ·  HIPAA / SOC 2-ready
The difference

Why Work With Us

01

Your Data Stays In-House

Self-hosted in your own environment — privileged and regulated data never leaves your walls.

02

Flat Economics

Own the stack instead of per-seat SaaS that scales painfully with headcount.

03

No Vendor Lock-In

Open-source foundations you fully own — swap models and components freely.

04

Mid-Market Focus

Enterprise-grade outcomes without Big-4 prices or year-long engagements.

Our expertise

Deep AI Engineering, Not Prompt Wrappers

Our team has shipped production machine learning across recommendation, real-time bidding, computer vision, forecasting, and generative AI. We build on the open-source frontier and tune it to your data — so you get systems that actually hold up in production, not demos.

PyTorch Llama vLLM Onyx LiveKit LangGraph Hugging Face Kubernetes

Generative AI & LLMs

RAG, fine-tuning, and evaluation pipelines on open and frontier models — grounded in your own data.

Agentic AI

Multi-step agents that plan, call tools, and execute real workflows across your systems — with guardrails.

LLMOps

Prompt versioning, evals, guardrails, and observability that keep LLM systems reliable, safe, and cost-controlled in production.

Private & Self-Hosted AI

Inference stacks (vLLM, Llama, Onyx, LiveKit) deployed in your tenant — no data leaves your walls.

Computer Vision

Detection, segmentation, and inspection models for quality control, safety, and document understanding.

ML Modeling & Forecasting

Recommendation, real-time bidding, and time-series models that turn your data into operational decisions.

MLOps & Deployment

Automated training, monitoring, and rollback so the model in production is always the best one to date.

The path

From Strategy to Deployment

1

Strategy Session

A free 45-minute working session to find the highest-ROI AI opportunity for your team.

2

Feasibility / 90-Day Sprint

We validate, scope, and ship a working pilot against a real workflow in 90 days.

3

Build & Managed Run

We build it for production and run it — monitoring, retraining, and support included.

Need ongoing leadership? Add a Fractional Chief AI Officer.
Questions

Frequently Asked Questions

We work end to end — from a strategy roadmap to building, deploying, and running AI systems in production. You get a single accountable partner instead of stitching together tools and freelancers.

Yes — that is the entire point. Models run inside your own tenant or on-prem, so privileged and regulated data never leaves your environment. Deployments are HIPAA / SOC 2-ready by design.

No. Self-hosting is available when your data demands it, but we also deploy in your cloud or use managed models where that is the pragmatic choice. We recommend the fit for your risk and budget.

Most clients ship a working pilot within a 90-day sprint, with the first strategy session delivering a prioritized opportunity map in 45 minutes.

Flat, project-based economics — you own the stack instead of paying per-seat SaaS that scales with headcount. The free strategy session includes a transparent estimate.

Ready to Put AI to Work?

Book a free 45-minute strategy session. We'll map the highest-ROI AI opportunity for your team — no obligation.

Book a strategy session