The enterprise-grade GenAI stack that keeps your data and your options exactly where they belong: under your control.

By Deborah C. Mowry

If you’re reading this, chances are your organization is caught between two very real pressures:

Everyone, from the board to your front line, wants to harness generative AI.

Hopefully, thus far, no one has let sensitive data leak into a black-box vendor’s cloud. If you’re not worried about that, you should be. According to 2025 Thales Data Report, 70% of organizations view the rapid pace of AI development, particularly in generative AI, as the leading security concern related to its adoption. Fusion addresses the growing demand for enterprise AI while overcoming the common barriers that mid-sized firms face. Employees are eager to use AI – in fact, the 2024 Work Trend Index Annual Report from Microsoft and LinkedIn shows that 75% of global knowledge workers now report using generative AI at work, with usage doubling in the last six months. Leaders know AI is essential to stay competitive (79% agree), yet 59% are unsure how to quantify AI’s benefits. 

That tension is why we built Fusion for Business. Fusion exists to remove the seven blockers that prevent most AI pilots: privacy fears, shadow-IT chaos, knowledge silos, fragmented point tools, runaway API bills, limited in-house expertise, and future lock-in.

Fusion for Business is a bespoke AI on-prem (or private-cloud) platform and service designed to empower mid-market companies that lets you deploy, govern, and scale any number and combination of modern large language models (3rd party models, firewalled (on-prem/private-cloud) models, local models, you name it) without sacrificing privacy, compliance, or portability. It’s the solution to bridge open-source experimentation and the stringent demands of enterprise risk teams, especially those in regulated industries (healthcare, law, finance) or those with many knowledge workers.

Let’s unpack how it works, why it matters, and the daily headaches it eliminates. 

Choose Any Model. Switch Any Time.

Most “enterprise” AI deals lock you into a single model provider. Fusion for Business doesn't believe in such predatory pricing. With us, you can pay for what you use, or we have other flexible options for our pricing. Just drop us a note and we will discuss your needs.  If you choose the usage-based payment route, our cost tracking interface will keep your costs predictable. You can also view employee usage and set usage limits. With Fusion, organizations can strategically route requests to minimize cost (for instance, use a local model for general queries and call an external API only for very complex tasks). If you’re part of the over one-third of mid-market companies that are piloting 3-4 separate LLMs, Fusion unifies these into one platform, where you can:

• Spin up multiple models side-by-side, whether that’s CPU, GPU, local, external 3rd party, or cloud burst. You can also bring your own API keys for providers, like Anthropic or OpenAI to deploy locally and avoid usage fees.  

• Test prompts against each model in real time to find the best fit.

• Add or remove models with a single line in a YAML file. No vendor hostage fees.
  
  

The benefit of all this is that your technical teams stay on the cutting edge, while compliance teams enjoy a stable governance envelope.

Fusion Ensemble Mode

If you need GPT-4 for deep reasoning, a smaller local model for quick look-ups, and a domain-tuned healthcare LLM for HIPAA-critical content, we’ve got you. Run them all at once and even compare answers in a single view. Multi-LLM freedom isn’t a luxury that you can put off until next year. It’s the future-proofing that your CFO will thank you for. 

Zero-Leakage Architecture

Every query, document, and log stays inside your network perimeter.

• Local Search Indexing: Our local search indexer gives users web-scale answers without calling Google or Bing.

• Isolated Embeddings: Knowledge bases are built with on-prem embedding models, so proprietary IP never leaves your vault.

• Pre-screening guardrails: Instead of a simple pattern-matcher, Fusion for Business routes every prompt through a lightweight, company-hosted “Bouncer” LLM first. That model evaluates the text against the policies you define. For example:

“Does this prompt include PII (phone numbers, SSNs, e-mail addresses)?”

“Does it expose code names like Project Zephyr?”

“Is the user engaging in an activity that breaks the law or corporate policy?”

If the answer to any rule is “yes,” the Bouncer can (a) block the request, (b) automatically redact the sensitive text, or (c) return a templated refusal, all before the prompt is ever forwarded to an external provider such as OpenAI or Anthropic. In short, an in-house LLM does the preprocessing so nothing you care about can leak.

• Full Audit Trail: Our platform tracks latency, token counts, and outcome scores, but never the raw data, so you can demo value without risking leaks. 

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Admin-Grade Oversight

CIOs finally get the dashboard they’ve begged for: role-based feature access management, PII redaction logs, cost meters (yes, GPT-4 tokens included), and anomaly alerts when an employee suddenly goes “prompt-crazy.” Shadow-IT just got illuminated. This also doubles as your CFO’s internal ROI ledger, proving when AI is saving time, which we all know, is money. 

Workflows That Speak Compliance

Great models are only half the story. Fusion for Business’s automation and workflow canvas allows teams to string together data sources, models, and systems by dragging and dropping and building workflows. No coding necessary to:

• Parse a 200-row CSV of support tickets.

• Summarize each thread with your preferred LLM.

• Push actionable insights to Slack, Teams, or email.

This happens all with guardrails and audit logging intact. No more fragmented point solutions. Those waste time and budget. Our unified platform means one interface, one bill. 

Predictable Expenses

Let employees use premium cloud models when they need them, then fall back to efficient local models when they don’t. Built-in cost dashboards and usage quotas keep spending predictable. Per-seat SaaS AI can hit $30–$60 per user per month and have high minimum user requirements.  Fusion for Business provides flexible plan options, including paying only for what you use. This prevents paying subscriptions for employees who aren’t using the service, or paying full price for employees who only use the service lightly. 

Agents That Execute, Not Just Chat

We have built-in no-code AI workflows and agents that can pull data from Salesforce, draft a renewal email, and queue it in HubSpot automatically, and that’s only the beginning. We bundle starter templates (meeting-prep, ticket triage, HR-job posting) so your ops team can ship in hours, not sprints.  A landmark MIT study found that workers using GPT-4 cut business-writing time by 37%. Multiply that across hundreds of renewal emails a month, and the hours add up fast. We want to help you save time, so part of what we provide as your AI team is working with you to build your agents that fit your specific needs and goals. 

Future-Proof Document Intelligence

Fusion connects to your document repositories and databases so your teams will be able to drag-and-drop any policy, contract, or runbook and surface answers instantly. No manual tagging or schema wrangling required, and because the embeddings run locally, that data never enters someone else’s systems. Ask “How do we handle data retention for Client X?” and you’ll find every reply cites the exact paragraph and page of company policy that it came from, which will be critical for regulated teams that can’t act because “well, the AI said so.”  Your HR team is going to love when onboarding new hires becomes radically faster when new employees can ask instead of digging through Google Drive.

White Glove Expertise

No in-house AI team? Our specialists handle integration, customization, and updates, acting as your “AI team-as-a-service” so you don’t have to hire scarce talent or foot expensive consulting bills. Fusion lowers the barrier to enterprise-grade deployment.

Why CEOs and Compliance Leads Both Say “Yes”

For CEOs, Fusion for Business means, 

• Faster innovation cycles: deploy or retire models in hours, not quarters.

• Clear TCO: no unpredictable API bills.

• No brand damage from headline-grabbing data leaks.

For Compliance & Security

• Data residency and sovereignty are baked in.

• Tamper-proof audit logs for every prompt and response.

• Fine-grained SSO (Okta, Azure AD, Ping, you name it) and role-based access.

Fusion for Business is a solution for businesses that want control over their AI tech stack, data privacy, and don’t have the engineering resources to build these solutions themselves.  We’re here to help you and guide you in the right direction as you embark on your journey to incorporating AI into your universe.  Before we sign off for today, let me share some pillars of AI use that should always guide your journey:

When AI Is and Isn’t the Right Tool

1. Minute By Minute News

Models learn from yesterday’s data. For up-to-the-minute geopolitical changes or fast-moving crises, rely on trusted newswires and subject-matter experts, then use AI to summarize or compare sources. 

2.  Exact, Verifiable Figures

Need a precise GDP growth rate, SEC filing number, or ISO clause? Go to the source document first, then let Fusion for Business help distill implications. LLMs are built for pattern recognition, not bookkeeping.

3. Decisions Requiring Human Judgment

AI can flag anomalies, draft reports, and propose options, but final calls on ethics, compliance, or strategy belong to human intellect. Think of GenAI as a junior analyst. She’s brilliant at first drafts, but terrible as the lone decision-maker.

Bottom line: Tools amplify judgment. They don’t replace it. Pillars such as these are important for us to model in all of our relationships with our clients and beyond.  That’s something else you’re getting with Fusion for Business— our passion for learning and teaching how to succeed with AI. 

Coming feature:
Facsimile - A private memory vault

Soon, every employee will have a private “memory vault.”  As you chat, you can pin key snippets, like client quirks, project deadlines, favorite tone of voice, and Fusion quietly remembers.  Next time you ask, “Draft a follow-up for So-and-So Corp,” the AI already knows you promised them a pricing refresh last Thursday and prefers bullet lists over prose.  Privacy toggle included; what you pin stays yours unless you share it with a team space. 

Ready to See It Live?

We’re opening a limited early-access window for organizations that want to run a two-week, on-prem proof of concept. If your team is evaluating GenAI but refuses to compromise on privacy or quality, we’d love to talk.

Drop your work email in the interest form at the bottom of this post.  We’ll schedule a time to learn about your company’s needs and collaborate on the terms of your pilot.  Start your three-month POC today. 

Your data. Your models. Your terms. That’s Fusion for Business.