AI Investment Ops
for Real Estate Funds

AI handles the grunt work — screening, extraction, modeling, reporting. You review, approve, and decide. Every number cited. Every action logged. Your process, just faster.

Deal Screening

OM to deal score in minutes — you review, you decide

IC Memos

Every number cited to source (pg 42, cell B7)

Portfolio Intelligence

24/7 monitoring — alerts to your inbox for approval

LP Reporting

Reports drafted, not shipped — you sign off

Human-in-the-Loop

AI drafts recommendations, your team has final say

Integrations

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Explore what REMI looks like from the inside

Screen deals faster and with more accuracy by validating assumptions against source docs before they hit your IC.

Source-cited screening with live stress-tested decision impact

Tip: tap the video to play/pause and swipe tabs to explore every workflow.

REMI looks at deals & funds holistically, not just via Excel. AI in Excel is great, but they're missing the context trapped in PDFs, the , & the history in your firm's memory.

With REMI, we stitch everything together so AI can help you in & out of spreadsheets.

Infinite scale,
expert validation,
instant impact.

Traditional Analysts

Weeks to onboard

Onboarding depends on manual training, so new analysts ramp slowly and firm knowledge leaves with people.

Siloed spreadsheets

Your team works across disconnected tools, copying data between systems with no reliable source of truth.

Days-long IC memos

Teams spend days gathering numbers and rewriting content, which creates inconsistent, hard-to-verify outputs.

Reactive monitoring

Risks are usually discovered during monthly reporting, when options are limited and response windows are tighter.

REMI Agents

Shadow Mode

With a light setup, REMI runs alongside your SOPs and turns your process into lasting institutional memory.

Connected intelligence

Every asset, fund, and metric is linked in one operating layer with full traceability back to source data.

Minutes, not days

REMI assembles decision-ready memos in minutes with brand formatting and citations attached to every key number.

Proactive risk alerts

REMI monitors continuously and flags assumption drift early, so teams can respond before issues compound.

From connected to intelligent in 4 phases.

No 18-month implementations. No armies of consultants. REMI deploys with a light setup and compounds value immediately.

01

Connect

REMI connects direct sources quickly and supports export-based ingestion for tougher systems.

Email, docs, and direct connectors can be fast to configure; Yardi, AppFolio, and Argus commonly start with governed exports.

02

Ingest

Every email, OM, rent roll, and market report becomes searchable intelligence.

PDFs parsed. Spreadsheets understood. Emails indexed. Nothing gets lost.

03

Analyze

AI agents that think like your best analysts — running 24/7.

Screen deals, draft memos, monitor portfolios, flag risks — all automatically.

04

Act

From insight to deliverable in minutes, not days.

IC memos, LP reports, risk alerts — generated with full citations and your brand format.

Start in Shadow Mode

REMI observes your workflow without changing anything. See what it would have caught — before you commit.

Learn about the pilot

Designed for these outcomes.

Minutes

OM to IC Memo

Industry norm: days of manual work

REMI assembles decision-ready IC memos in minutes — fully cited, brand-formatted, ready for human review.

Always On

Deal Coverage

Traditional: limited by analyst bandwidth

Designed to screen every deal that hits your inbox. Nothing slips through because someone was busy.

Real-time

Continuous Monitoring

Traditional: quarterly reporting cycles

REMI flags assumption drift in real-time, not after it shows up in your next LP report. Act before problems compound.

Days → Minutes

LP Reports

Traditional: weeks of manual assembly

Quarterly reports assembled in minutes. All fund data points reconciled automatically, then reviewed by your team.

Integrated with your back office

REMI works with all the systems you use.

No migrations. No platform changes. Fast direct connectors, plus export-based paths for tougher systems.

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What if your firm remembered every deal it ever did — and used that memory to stop bad ones?

Compounding Intelligence(sample data)

New deal incoming

Current Deal

Sunrise Apartments — 245 units

Sunbelt multifamily · 5.8% cap rate · 6.2% rent growth assumed · Suburban location

Analyzing against firm history...

Built for enterprise.Secured by design.

Your data is your competitive advantage. REMI treats it that way. Enterprise-grade encryption, strict tenant isolation, complete audit trails, and explicit data governance terms defined contractually.

GDPR AlignedEncrypted at RestEncrypted in TransitRole-Based Access

End-to-End Encryption

AES-256 encryption at rest and TLS 1.3 in transit

Single-Tenant Available

Dedicated infrastructure for enterprise deployments

Data Governance by Contract

Data handling and model usage terms are defined in customer agreements

Full Audit Trails

Complete visibility into every action and query

Living Firm Brain

REMI builds a persistent knowledge graph of every deal, decision, and outcome your firm has ever touched. Not file storage — connected intelligence that grows smarter with every transaction.

Continuous Operations

REMI runs 24/7 without waiting for prompts. It flags assumption drift, surfaces risks from past deals, drafts memos as deals evolve, and chases unanswered diligence questions — automatically.

Humans as Approvers

AI proposes, you dispose. Every number is source-cited (page 42, cell B7). Every action is logged. Nothing ships without your approval. You wouldn't let AI file your taxes without checking — same rigor here.

The REMI Operating Model

Not a tool.
An operating brain.

1

Intake

Read emails and documents across thousands of pages at once

2

Reason

Apply the rules specific to your business

3

Act

Take actions in the same way your team does via web or APIs

The longer you use REMI, the smarter it gets.

1

On arrival

Helpful & fast

Ingests your docs, summarizes deals, drafts IC memos. Impressive on arrival.

2

After early feedback

Learns your firm

Adapts to your buy-box, writing voice, and LP priorities. Outputs match firm style.

3

After repeated cycles

Knows your IC

Understands partner preferences and IC dynamics. Pre-answers likely objections before they're raised.

4

As outcomes accumulate

Connects outcomes

Links past deal performance to the assumptions that drove them. Flags repeated mistakes before they happen.

5

Compounded

Institutional memory

Deeper knowledge than any single employee. Turning REMI off would feel like organizational amnesia.

The moment REMI understands your firm better than any single employee, it becomes infrastructure.

Built by people who have shipped inside the world's top tech and financial institutions.

We've come from the top tech and financial institutions in the world to build the intelligence layer capital markets have been missing: AI-native workflows grounded in institutional context, controls, and decision quality.

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Our Founder

Nadi Haque

Nadi Haque

Former IBM Global Financing + Watson AI, Point72, SMBC · Building REMI full-time

LinkedIn

Building in Public

REMI is currently in development by a solo founder with deep experience in AI data platforms (IBM Watson), asset management (Point72), and financial data systems (SMBC). The founding team is selecting 3–5 mid-market real estate investment firms as founding design partners to shape the product. No customers yet — be the first to influence what gets built.

Platform Status

Core platform ~70% built

Design Partners

Accepting applications

Pilot Model

90-day Shadow Mode

SOC 2

GDPR-aligned; SOC 2 targeted Q4 2026

Why Now

AI can now handle knowledge work that was impossible 18 months ago. Coding fell first. Operations is next.

Firms that adopt AI-native operations now will compound an intelligence advantage that late movers can never catch up to.

Now Accepting Applications

Founding Design Partners

REMI is selecting 3–5 mid-market RE investment firms for the inaugural pilot cohort. No customers yet — be the first to shape the product. Founding partners get hands-on involvement in product direction, priority support, and preferential pricing locked in permanently.

Shape the Product

Direct input on features, workflows, and roadmap priorities.

Priority Support

Dedicated onboarding, a direct line to the founder, and fastest SLAs.

Permanent Pricing

Founding partner rates locked in — regardless of future price increases.

Your firm learns once. REMI remembers forever.

Your firm should only have to learn lessons once