Concatenate Insights gives non-operating partners — pensions, sovereign capital, family offices, and silent PE — a live, AI-assisted read on every asset their operators run. Trust your operators. Verify continuously. See the forward plan. Watch it land. Catch the risks early. All without taking the wheel.
Quarterly board decks are curated and stale. The raw plan-to-actual data is too dense to read every period. When an asset starts to drift, the signals are already in the data your operator produces — they’re just easy to miss in a 200-page AOP package.
Insights is the layer in between. Your operating partner publishes their forecast and plan-to-actuals through the same Concatenate RealTime system they already use. You see exactly what they see — and an AI asset manager watches it with you, every period.
Every period, Insights AI reads what every operator just published, compares it to what they said last period, flags the assets that are drifting, and ranks them by severity. Your analysts get a short list — not a stack.
When a stressed asset is caught in the quarter it starts to drift, the room to act is wide: restructure debt before the covenant trips, renegotiate a lease before the tenant’s lawyers are involved, schedule a capital plan that doesn’t require a forced sale.
Caught a quarter later, the options narrow. Caught at year-end, you’re writing it down.
An always-on AI asset manager reads every operator’s plan against actuals, flags the patterns that precede distress, and produces an LP-grade risk read across the entire book. Bring your own model — Claude, ChatGPT, Gemini, or a custom agent — over a secure, read-only data layer.
Operators publish their forecast, commentary, and plan-to-actual updates from RealTime. Insights surfaces them to you with the operator’s own voice preserved — no second-source reconciliation, no curated PDF. Portfolio rollup down to the unit-level lease.
Threaded discussions on any asset, any section. Ask a question, surface an idea, escalate a concern — without scheduling a board meeting. A clear audit trail of what was asked, when, by whom, and what changed.
What you don’t have is the headcount to read every operator’s quarterly forecast against actuals, every period, across hundreds of assets. That’s the job Insights AI does.
It reads what every operator just published, compares it to what they said last period, flags the assets that are drifting, and ranks them by severity. Your analysts get a short list, not a stack.
Every environment runs on a customer-hosted database. Concatenate never sees your data at rest. Encryption at rest with customer-controlled keys. SOC 2-aligned controls.
Silent partners observe, question, and discuss. They don’t edit the operator’s plan, the published numbers, or the underlying data. The operator stays in control of their own report.
Sections, assets, and portfolios are gated independently. An LP scoped to one fund sees only that fund. An operator running multiple LP relationships keeps each relationship isolated by design.
The AI layer runs over the standard MCP protocol with OAuth 2.1 + PKCE — the same security model used by Claude, ChatGPT, and Gemini connectors. Tokens are short-lived, revocable, and auditable.
No. Insights reads the same forecast and AOP data they already publish from Concatenate RealTime. If they’re a RealTime customer, you can start tomorrow.
No. Insights is a read-only oversight layer. The AI surfaces risk and explains its reasoning. Human decisions, human authority — always.
We onboard the operator first or RealTime is installed in your environment and the operator connects accounting reports to RealTime.
Yes. Insights exposes a standard MCP endpoint. Connect Claude, ChatGPT, Gemini, Grok, Cursor, a custom agent — anything that speaks MCP. The data layer enforces access controls per user.
On the roadmap. We’re sourcing comparable-asset signals from the appraisal feed so you’ll be able to ask, “Is this asset underperforming the market, or is the market underperforming?” — and get a sourced answer.
A 30-minute walkthrough on a sample portfolio: the AI flags the at-risk assets, walks the reasoning, and shows the operator collaboration loop end-to-end.