Flex Industrial
Intelligence.
A five-agent autonomous platform built on Pulse AI — designed to source, underwrite, and pipeline distressed flex industrial properties across 11 Western states. One operator. One dashboard. Continuous deal flow.
Five-Agent Intelligence Engine
The platform operates as a five-tier agent system. Each agent runs independently on scheduled intervals, writing structured outputs to a shared Supabase database. The Deal Orchestration Agent sits on top — aggregating, scoring, and surfacing actionable leads to the operator dashboard. Every agent action is logged, auditable, and subject to human override. No agent can commit capital, send external communications, or execute transactions without human approval.
One-Operator Model: The entire system is designed to be managed by a single person. The operator logs in each morning, reviews the overnight pipeline, approves or rejects flagged leads, triggers outreach sequences, and extracts deal briefs. That's it. The agents do the sourcing, the underwriting, and the pipeline management — the human makes the decisions.
Market Surveillance & Lead Generation
How It Works
The Scout Agent runs as a Vercel Cron Job triggering a serverless function on a 2-hour cycle. Each cycle, it queries ATTOM and FDIC via their REST APIs and scrapes listing platforms (LoopNet, CREXi, Ten-X, Bid4Assets) and county recorder sites via FireCrawl. Most commercial listing platforms do not offer public APIs — FireCrawl handles JavaScript-heavy pages, dynamic content, and anti-bot protections automatically. Raw results are parsed, normalized, and deduplicated against the leads table. Qualifying properties — those matching the geographic, size, zoning, and category filters from your business plan — are scored and inserted. Non-qualifying results are logged but not surfaced.
The agent monitors lis pendens filings, notices of default (NODs), and REO transfers across county recorder systems — these are the earliest signals that a property may become available at distressed pricing, often months before it hits any broker listing.
Automated Financial Analysis
Underwriting Model
Every qualifying asset is evaluated against the same rigorous rubric — no deal gets missed because an analyst was busy, and no deal gets over-priced because of enthusiasm or fatigue. The model runs DCF projections using submarket rent data from property listings and ATTOM comparable sales, cap rate analysis benchmarked against trailing 12-month comps in the same MSA, and replacement cost comparisons to establish downside protection. Each deal brief includes a confidence score (0–100) based on data completeness and model sensitivity.
Category A (Buildings): 20–40% below replacement cost target. Category B (NPLs): 55–70¢ per $1 UPB target. Category C (Land): 30–50% below land comps target. These thresholds are configurable by the operator at any time.
NPL & REO Relationship Development
The Relationship Flywheel
Bank NPL acquisition is a relationship business — this agent systematizes it without removing the human element. When a bank's CRE delinquency rate crosses your threshold, the agent identifies the right contacts, drafts personalized outreach referencing their specific portfolio data, and queues it for your approval. You review, edit if needed, and hit send. The agent tracks responses, manages follow-up cadences, and builds a CRM of institutional relationships that compounds over time.
Once a bank experiences a smooth, professional transaction with Synergy, they become a repeat seller. The agent ensures no relationship goes cold and no follow-up gets missed — that's the moat competitors can't replicate quickly.
Land Opportunity Identification
Site Brief Output
For each qualifying site, the agent auto-generates a structured site brief containing: parcel ID, ownership history, current zoning designation, acreage, proximity to nearest interstate interchange, existing utility connections, FEMA flood zone classification, tax status, and estimated market value based on recent land comps. The brief is designed for rapid human review — everything an acquisitions director needs to decide whether to pursue, in one document.
Pipeline Management & Escalation
Pipeline Stages
Every lead flows through a structured pipeline: Sourced → Screened → Underwritten → Review → Outreach → LOI → Under Contract → Closed. The operator sees exactly where every deal sits, what the next action is, and who's responsible. Stale leads get flagged automatically. The agent generates weekly pipeline reports summarizing new leads, stage transitions, and conversion metrics.
What One Person Sees Every Morning
The entire platform surfaces through a single web-based dashboard. The operator — one person — logs in each morning and sees everything that happened overnight across all 11 states, all 5 agents, and all 3 asset categories. No training required beyond the initial walkthrough. The dashboard is designed for decisions, not data exploration.
What's Under the Hood
| Layer | Technology | Purpose |
|---|---|---|
| AI Engine | Pulse AI (Claude Sonnet / Opus) | Agent reasoning, underwriting analysis, outreach drafting |
| Frontend | React · TypeScript · Tailwind CSS | Operator dashboard, deal briefs, pipeline views |
| Backend | Supabase (PostgreSQL + Auth + Realtime) | Database, authentication, real-time pipeline updates |
| Hosting | Vercel (Edge Functions) | Deployment, serverless agent execution, CDN |
| Property Data | ATTOM Data API | Comps, property records, tax data, ownership history |
| Regulatory Data | FDIC · FFIEC · OCC | Bank call reports, problem bank list, enforcement actions |
| GIS / Zoning | County GIS APIs · FEMA | Parcel data, zoning maps, flood zones, traffic counts |
| Web Data | FireCrawl API | Structured scraping — listings, court records, county data |
| Research | Perplexity Sonar API | Real-time web research — market intel, bank news, regulatory changes |
| Resend (transactional + outreach) | Bank outreach delivery, operator notifications | |
| Contact Enrichment | FDIC BankFind · FireCrawl | Bank officer identification via public filings and institutional sites |
| Version Control | GitHub (private repo) | Source code, deployment pipeline, audit trail |
Monthly Operating Costs
The infrastructure fee is a direct pass-through of third-party costs. TFSF does not mark up any service. Synergy receives a monthly itemized invoice showing exactly what each line item costs. The total will vary slightly based on agent activity volume, but the estimate below reflects steady-state operations across all 11 states.
| Service | Monthly Est. | Notes |
|---|---|---|
| Vercel Pro | $20 | Hosting + edge functions + CDN |
| Supabase Pro | $25 | Database, auth, realtime subscriptions |
| Pulse AI Compute | $150–250 | Agent reasoning — scales with lead volume |
| ATTOM Data API | $95–250 | Property comps, tax, deeds, valuations, AVMs |
| FDIC / FFIEC / County | $0 | Public regulatory + recorder data — free |
| Resend | $20 | Outreach email delivery |
| FireCrawl | $83 | 100K pages/mo — scrapes listings, records, filings, public data |
| Perplexity Sonar | $50–100 | Real-time web research for agents — market intel, bank news |
| Domain + DNS | $2 | Custom domain for operator dashboard |
Estimated Monthly Total: $445–$730 — depending on data volume and agent activity. Pulse AI manages every service listed above inside a single platform. Synergy does not need to create accounts with any of these providers, manage any API keys, or touch any external systems. Everything runs inside the engine. Your team gets one URL — a single login — where anyone on the team can access the dashboard, review leads, approve outreach, extract deal briefs, and monitor agent performance on a daily basis. One URL. Nothing else to manage.
What This Would Cost — And What It Costs You
This is a full-stack autonomous intelligence platform with five specialized agents, custom integrations with 10+ data sources, a complete operator dashboard, and a bank relationship CRM. Here's what a build like this costs on the open market — and what it costs Synergy.
| Component | Market Rate | Synergy Cost |
|---|---|---|
| Platform Architecture & Design | $15,000 | $0 |
| Scout Agent (12 data source integrations) | $25,000 | $0 |
| Underwriting Agent (DCF + comp models) | $20,000 | $0 |
| Bank Outreach Agent (CRM + FFIEC integration) | $18,000 | $0 |
| Zoning & Entitlement Agent (GIS + parcel data) | $15,000 | $0 |
| Deal Orchestration Agent (pipeline + LOI engine) | $12,000 | $0 |
| Operator Dashboard (full React app) | $20,000 | $0 |
| Testing, QA, & Deployment | $8,000 | $0 |
| Total Build | $133,000 | $0 |
TFSF Ventures absorbs the entire build cost. Synergy pays only the monthly infrastructure pass-through (~$350–$500/mo) once the platform is live. That's it.
From Kickoff to Live Operations
What Running This Looks Like
This is built so one person can run the entire acquisition intelligence operation. Here's what a typical day looks like for the operator:
Morning (15–30 minutes)
Log into the dashboard. Review overnight leads — the Scout Agent has been running every 2 hours across all 11 states while you slept. Check the Action Queue for items flagged for human review: high-score leads that need a decision, bank outreach drafts waiting for approval, LOI templates to finalize. Approve, reject, or edit as needed.
Midday (10–15 minutes)
Check the Bank Outreach Agent for any responses to morning sends. Review any new underwriting briefs the Underwriting Agent generated on leads that came in since morning. Glance at the Market Map for geographic concentration trends.
End of Day (5–10 minutes)
Review pipeline movement — what moved stages, what went stale, what needs follow-up. The Deal Orchestration Agent has already flagged stale items and queued follow-up reminders. Clear the queue and log off. The agents keep running overnight.
Total daily operator time: 30–60 minutes. The rest of the day, the agents are sourcing, underwriting, monitoring banks, scanning parcels, and managing the pipeline autonomously. One person is doing the work that would traditionally require a team of 4–6 acquisition analysts, researchers, and relationship managers.
What This Costs You
TFSF Ventures builds this entire platform at zero cost to Synergy. There's no invoice for the build, no equity component, and no revenue share on acquisitions. The only ongoing cost is a monthly infrastructure pass-through (~$450–$730/mo) covering third-party hosting, data subscriptions, and compute — billed at cost, no markup. You'll get an itemized invoice every month showing exactly where every dollar goes.
If down the road you find the platform valuable — if it's saving your team time, surfacing deals you wouldn't have found, and compressing the work of several people into one dashboard — we'd appreciate the opportunity to be introduced to others in your network who could benefit from the same kind of build. Your platform becomes the working proof of what we do, how fast we do it, and how much effort, time, and money it saves. That's the best referral we could ask for.