What CPA firms ask
What CPA firms ask.
Five concerns surface in every serious AI-evaluation conversation. Here is how Sovixis answers each.
In our field conversations with CPA firm leaders considering AI infrastructure, the same five questions surface repeatedly. They are good questions. They are the questions you should ask of any AI vendor before committing your firm's intelligence infrastructure to a platform. Below is how Sovixis answers each — not in marketing language, but in the architectural and operational specifics that determine whether the answer holds up under audit, in front of a client, or in front of a regulator.
Every concern firms raise about AI adoption — security, framework, cost, client acceptance, accuracy — is answered by architecture. Sovixis is pure AI infrastructure for regulated knowledge work, not an AI bolt-on to a research subscription and not a defensive AI layer forced on top of a legacy product suite. The answers below are not vendor reassurances. They are properties of the architecture itself.
"What happens to my client data?"
This is the first concern in every serious conversation, and it should be. Tax practice is built on confidentiality. A breach is a survival event for a firm.
The Sovixis architectural answer is on-premise. The appliance lives on your network. The corpus is local. The model is local. The workflow state is local. The matter-isolated workspaces where client documents are ingested never leave your firewall. Sovixis runs no shared retrieval index, no shared embedding store, no cross-customer inference pipeline.
There is no quiet vendor-side data layer behind the marketing claim. There is no "your data stays in SharePoint" sleight-of-hand. The AI runs where your data is — and your data is in your firm.
- Customer data never leaves your network.
- No model training on your firm's data, ever.
- Dedicated hardware. No shared infrastructure.
- A documented, audited, internally-followed control framework backs the architecture.
Privacy by design + Auditability — the platform pillars that govern this concern.
"We don't know how to do this responsibly."
This is the concern that distinguishes a serious firm from an opportunistic one. The firms that ask it are the ones who understand that AI inside a regulated practice without a framework is not just inefficient — it is dangerous to clients, to the firm, and to professional standing.
The Sovixis Fusion Pathway™ is the answer. It is our proprietary maturity framework for safely deploying, maturing, and operating AI inside regulated knowledge industries. Three stages — Protostar, T-Tauri, Main Sequence. Eight axes — six operational, two commercial. The Pathway is a structured way to plan AI maturation without guessing.
You are not building the framework from scratch. The six governed workflow families ship preconfigured. The training waterfall — three layered tracks for IT, Super User, and End User — gates the operational milestones in strict order. The control discipline (matter isolation, scope enforcement, citation provenance, audit trail) is built into the appliance, not a checklist your firm has to author.
- The Sovixis Fusion Pathway™ — three stages × eight axes, vertical-agnostic, proprietary.
- Six governed workflow families ship preconfigured. Your team is not building from scratch.
- Training-as-waterfall — IT / Super User / End User tracks gate Install / Instantiation / User Access.
- Built for practitioners by practitioners — designed around real-world domain expertise, not the dreams of consumer-tech AI vendors.
Built for Practitioners by Practitioners + Workflow integration.
"What is the actual all-in cost?"
Total cost of ownership is the second-most-common reason CPA firms hesitate. The cloud AI category has trained buyers to expect unclear pricing, usage-based meters, premium tiers, and surprise overage charges. Sovixis is structurally different — and the website's Configurator is built to make that obvious.
Two SKUs cover most firms. Tax Core: $13,500 initial + $299 / month support (2 included users). Tax Scale: $26,500 initial + $859 / month support (15 included users). Unlimited usage. No token billing. No usage metering. No surprise overage charges. State corpus add-ons are à la carte or bundled regionally. Cluster deployments for multi-office firms are quoted directly.
The Configurator builds your exact quote in 2 to 4 minutes. All prices on the website are real. There is no separate sales pricing.
- Unlimited usage. No token billing. No metered inference pricing.
- Fixed monthly support fee. Predictable budget line.
- 50% deposit at contract signing. 50% at activation. No surprise milestones.
- 6-month minimum, then automatic month-to-month with 30-day cancellation. Prepay discounts available.
- The Configurator builds your exact quote in 2-4 minutes.
Predictable Fixed Cost + Recurring economics.
"Will my clients be OK with AI in their work?"
This concern goes to the heart of the firm-client relationship. The CPA who cannot explain, defend, or stand behind the use of AI in client work cannot maintain client trust — and trust is the only durable asset a professional services firm has.
The Sovixis architectural answer makes the client conversation easier, not harder. Sovixis runs on your firm's network. Your client's data never leaves your firm. The deliverable is sourced — every output carries a citation back to the authority that grounds it. The workflows are governed — matter isolation, scope enforcement, audit trail. These are not claims that require trust on faith; they are facts about the architecture.
The conversation with your client becomes specific instead of defensive:
- "Our AI runs in our office, on our hardware, behind our firewall. Your file never leaves."
- "Every output cites the authority it came from."
- "We can show you the audit trail of what the AI did and why."
- "Nothing about your engagement gets used to train someone else's model."
That conversation lands differently than the cloud-AI equivalent. It is the difference between defending a vendor's data practices and describing your firm's own.
We expect that clients will soon expect and even demand that firms use AI for the economic and quality benefits it enables.
Own Your Intelligence + Privacy by design + Authority anchoring + Auditability.
"Can I stand behind this output to a client, regulator or court?"
The hallucination problem in general-purpose AI is real, well-documented, and disqualifying for regulated work. The CPA who signs the return is responsible for the output. If the AI's reasoning cannot be traced, the work cannot be defended.
Sovixis is designed around authority anchoring. Every output is grounded in curated primary sources — the Internal Revenue Code, Treasury Regulations, IRS instructions and rulings, court decisions, and state authority. Not editorial overlays. Not Reddit. Not Wikipedia. Not a general-purpose web crawl with the noise filtered later. The corpus is continuously curated; engineered context governance drives quality and auditability.
When you sign the return, the underlying analysis is traceable to the authority that grounds it — by design, not by reconstruction.
- Every output is sourced. Citation provenance is native architecture, not an add-on.
- Audit trail records source, model version, corpus version, and reasoning path for every output.
- Matter isolation prevents commingled-context contamination.
- No contamination from Reddit, Wikipedia, or other low-authority sources.
- The Sovixis Security Controls Framework — written, documented, audited — backs the operational discipline.
Authority anchoring + Auditability; governance discipline.
Each of these five concerns has an answer in Sovixis architecture. They are not separate features. They are facets of architectural decisions that keep regulated data secure, ensure only high authority and high relevancy corpora are used for inference, implemented with clear proven use cases, supporting training and a clear future proof roadmap that meets your firm where it is today.
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