SentientOS: the controlled AI workflow behind Neovision diligence.
SentientOS is the proprietary platform used by Neovision experts to deliver faster, deeper and source-traceable due diligence for private equity funds.
The platform can also be opened directly to clients, allowing investment teams to launch AI-based screening, memo challenge and first-level diligence themselves. When a deal requires deeper confidence, Neovision experts can review, challenge, validate and sign off on the conclusions.
Use the platform yourself. Bring in our experts when it matters.
The question is not AI access. It is control.
Every fund can open a chat window. What goes wrong is not access, it is control: unverified sources, fluent but unaccountable answers, and analysis that ignores deal materiality.
SentientOS turns AI into a controlled PE workflow instead of an oracle. Neovision is not using generic AI tools: the platform combines AI, evidence mapping, PE logic, source traceability and expert validation in one proprietary workflow.
upload or connect the available evidence: data room, source code, public data, interviews, Q&A and investment memos
AI-based extraction, comparison, red-flag detection and memo challenge, faster than a traditional manual process
findings translated into investment materiality: risk, IC relevance, price impact, SPA implications and 100-day priorities
funds use the platform directly to screen opportunities, challenge assumptions and structure first-level diligence
Neovision experts review, challenge, correct and sign off when the deal requires IC-ready conclusions
go / no-go signal, ranked risks, management questions, SPA implications and 100-day priorities
One cumulative platform, from pay-per-use to full integration
Adoption is progressive. Each tier builds on the previous one and nothing is thrown away.
early-stage screening from public data, included in subscription
low-cost critical review before IC
the complete five-domain diligence on a live deal
the platform operated inside your fund
Secure by design
Each client runs in a secure tenant with client memory that compounds over deals. Every output is source-traceable, and the platform is never locked to a single AI model or provider.
Why model-agnostic matters
A diligence platform should not depend on a single AI model, provider or country of origin.
The strongest model today may not be the strongest model tomorrow. A model can become unavailable because of pricing changes, technical failure, safety restrictions, provider policy, regulation or geopolitical events. In June 2026, the US government ordered the suspension of one of the most advanced commercial AI models, Fable 5, with no notice to its users. SentientOS is designed so the core AI engine can change without losing the fund's workflow, evidence trail, templates, memory or diligence logic.
This means Neovision can use the best available AI for each task while keeping the same controlled diligence process: source traceability, PE materiality, expert validation and IC-ready output.
Read how the US government suspended access to Fable 5 (Fortune, June 2026)
Client memory that survives model changes.
A generic AI tool starts from zero every time. SentientOS does not.
Each client has a dedicated memory layer that captures how the fund works: investment style, preferred output format, IC expectations, sector focus, recurring diligence questions, risk vocabulary, materiality thresholds and individual user preferences.
The more the platform is used, the more relevant it becomes. Answers become better aligned with the client's process, not because the AI is guessing, but because SentientOS keeps the context around the fund's way of working.
captures the fund's templates, IC format, diligence standards, investment logic and recurring risk questions
adapts to how each professional prefers to work: level of detail, tone, structure, preferred outputs and recurring requests
the memory belongs to the client workflow, not to a single AI provider. If the core AI changes, the platform keeps the client context, templates, evidence trail and diligence logic
This is what makes SentientOS different from generic AI access: the platform does not only answer a question. It learns how the client asks, thinks, reviews and decides.
Frequently asked questions
An expert-led corporate AI platform for private equity workflows: deal screening, memo challenge, full technology diligence and decision preparation, with governance, client memory and senior-expert sign-off built in.
General assistants give fluent answers without source verification, materiality weighting or accountability. SentientOS wraps AI in a controlled PE workflow: evidence map, PE logic layer, expert validation and a source-traceable decision pack.
Yes. The platform can be opened to clients for AI-based screening, memo challenge and first-level diligence. When a deal requires deeper confidence, Neovision experts review, challenge, validate and sign off on the conclusions.
Nothing is lost. SentientOS is model-agnostic: the client's memory, templates, evidence trail and diligence logic live in the platform, not in one AI model. Neovision can switch to the best available model without losing the client's accumulated know-how.
Yes. The adoption ladder ends with an optional in-house setup, where the platform and its client memory operate within your own environment.