Shannon Neumann smiling behind a laptop.

Fractional technology leadership and intelligent systems delivery

Make the systems behind your business work as one.

We help growing businesses set technology direction and carry it through—building trusted data, connecting systems, automating workflows, and creating AI-enabled systems that perform useful work.

The problem is rarely just one tool.

For organizations that have outgrown ad hoc technology decisions but do not need a full-time technology executive or large internal team, Hedgehog brings leadership, architecture, and implementation together.

The visible symptom might be a slow report, duplicate entry, a fragile spreadsheet, a broken handoff, or an AI experiment that cannot move into real operations. The deeper issue is usually architectural: unclear direction, systems that do not share context, workflows that depend on memory, or data that cannot be trusted.

Set direction and make the technology roadmap executable.
Build trusted data and connected operational foundations.
Use AI to perform bounded, useful work inside real systems.

Four Ways to Strengthen the System

Each offer solves a recognizable problem. Together they connect executive direction to the data, workflows, systems, and AI capabilities needed to carry it out.

Leadership

Fractional Technology Leadership

Set technology direction, make sound investment decisions, and carry the roadmap through execution.

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Data & BI

Data Architecture & Business Intelligence

Create the architecture, pipelines, metrics, and reporting the business needs to make better decisions.

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Integration & Automation

Systems Integration & Workflow Automation

Connect applications and build dependable workflows that reduce manual handoffs, rework, and delay.

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AI Systems

AI-Enabled Systems

Build AI into real workflows so it can interpret information, support decisions, and perform useful work.

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AI in context

AI is most valuable when it is part of a working system.

The model is only one component. A dependable AI-enabled system also needs trusted context, a defined role in the workflow, connections to existing tools, measurable quality, appropriate human oversight, and a safe path when the model is uncertain.

Grounded in business context: the right data, documents, rules, and operating knowledge.
Connected to the workflow: integrated with the applications and processes where work already happens.
Designed for dependable operation: evaluation, monitoring, permissions, review, and fallback paths.

Ways to Work Together

Start with the level of support the situation calls for, from a focused architecture decision to ongoing leadership or hands-on delivery.

Fractional Leadership

Ongoing technology direction, prioritization, architecture, and delivery leadership without the cost or commitment of a full-time executive.

Roadmap or Architecture Sprint

A focused engagement to assess the current state, clarify the target architecture, and produce a practical sequence of next steps.

Focused Implementation

Hands-on delivery of a data, integration, automation, or AI-enabled system, from architecture through launch and early operational support.

Case Studies

Client Results

Representative outcomes from clients dealing with real operational friction, not abstract technology theater.

Outcome

Resolved in two days

“This fix has saved me hours and is now making my business run so much smoother.”

Emma Muir, Owner, Painting & Vino Tucson
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Outcome

24+ hours to near real-time

“We consider HTC a core part of our development team and can’t recommend their services enough!”

Ryan McGrew, Chief Operating Officer, Ekos Software
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