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Neuralogic builds Autonomous Digital Employees: custom, single-tenant AI systems that replace full roles across your firm and portfolio companies. Not copilots. Not chatbots. Roles.
Your associates spend 40% of their week on data entry, VDR extraction, and IC memo drafting. Your CFO's team rebuilds the same portfolio reporting every month. Your HR function scales linearly with your headcount. You've accepted this as the cost of the business.
It isn't. It's a labor arbitrage your portfolio companies would never tolerate. And it's the single largest unlocked source of margin in middle-market private capital.
Choose carefully. You are choosing a decade of operating leverage.
| Dimension | Humans | Multi-Tenant AI PlatformsSeat-based SaaS sold identically to every buyer in the market. | Neuralogic ADEs |
|---|---|---|---|
| What it is | Associates, analysts, ops staff | Seat-based SaaS, pre-built templates | Custom, single-tenant digital roles |
| Pricing model | $95K–$180K fully loaded per FTE | $3K–$10K per seat per year, paid forever | Fixed platform + per-ADE, no seat cap |
| Setup time | 3–6 months to hire, 12 months to productive | Instant login, fragmented workflow | 8 weeks to beta, 12 weeks full role live |
| Scope | One role per person | Deal team only: investment function | Any role, any function, any portfolio co |
| Data tenancy | Human memory, siloed | Shared multi-tenant cloud | Single-tenant, isolated, firm-owned |
| Competitive advantage | None. Everyone hires the same people. | None. Your competitors run the same templates. | Full. No one else can access your ADE. |
| Runs while you sleep | No | No. Requires prompting. | Yes. Event-triggered, 24/7. |
| Replaces the role | N/A | Explicitly no. "Augmentation only." | Yes. Full workflow end-to-end. |
| Speed vs human baseline | 1× | 3–5× on specific tasks | 20–80× on full workflow |
| 3-year TCO per role | $300K–$500K per FTE | $30K–$150K per seat + still need FTE | 60–75% reduction vs. human role |
"The industry won't say this, so we will: if your AI vendor calls itself a 'copilot,' you are paying to keep the pilot."
Six digital roles, each fully owned by your firm. Each replaces a function, not a task.
Automated VDR ingestion, CIM synthesis, comp-set construction, IC memo drafting with full citation trails.
"20–80× faster than a human associate. No PTO, no turnover, no learning curve."
Continuous thesis-driven sourcing across private company databases, conference attendee lists, executive movement signals, and proprietary networks.
"Replaces 1–2 sourcing analysts. Never stops hunting."
Monthly portfolio company KPI consolidation, anomaly detection, covenant tracking, LP-ready reporting.
"Replaces your portfolio ops analyst and your CFO's monthly grind."
Automated investor updates, capital call preparation, LPAC briefing packs, fundraising data room maintenance.
"Your IR associate, but institutional and always on."
Deploy ADEs directly into portfolio companies (sales, finance, operations, HR, supply chain) to drive EBITDA expansion post-close.
"The real alpha: ADEs as a post-close value-creation lever."
A shared ADE that serves every portfolio company in the fund: procurement consolidation, vendor management, shared services.
"Portfolio-level leverage no SaaS tool can deliver."
Your ADE is yours. Your data never touches another firm's workflow. You own the operating logic. No competitor can buy, rent, or replicate it.
The closest alternatives on the market are multi-tenant SaaS platforms with pre-built templates: the same product sold to every fund, including your direct competitors. You get a login. You configure a form. You pay forever. That is not what we do. We build your firm a proprietary operating system no one else can buy, rent, or replicate.
We do not sell copilots. We do not sell chatbots. We replace entire human roles, end-to-end, with human-in-the-loop approval rails only where judgment matters.
Not 72 hours. Not "instant." Real custom software requires real engineering. What we deliver in 8 weeks is a production-grade digital role that would take a SaaS platform 3 years of feature requests to match, and they still would not build it for you.
Finance. Operations. Sales. Customer Success. HR. IT. Legal. R&D. Supply Chain. We have built this before. We will build yours better.
Every platform claiming 72-hour deployment is selling you a form over their own template. You are configuring their product. You are not getting software. You are getting permissioned access to theirs, alongside your competitors.
Neuralogic builds in 8 weeks because we are writing your operating logic from scratch, on your data, inside your tenancy. It is the difference between renting a desk in a co-working space and building your own floor. One is faster to sign. The other compounds for a decade.
Role mapping across your firm and portfolio. ADE priority queue. ROI model.
Architect each ADE. Data sources, triggers, approval rails, outputs.
Build, integrate, test. Beta launch with human-in-the-loop rails live.
Tune performance, retire rails as confidence grows, expand ADE footprint.
Average contract-to-beta: 8 weeks. Full role live: 10–12 weeks.
Based on Neuralogic client deployments across 20+ industries · April 2026
A 60-minute partner-level briefing. No deck. No pitch. A working diagnosis of where an ADE replaces the next hire your firm was about to make.