* Revenue figures are market-based estimates only and are not guarantees of income. Actual results will vary based on execution, market conditions, and individual effort. This is not financial or investment advice.
How the agent runs it
AutoElevation operates as a white-label bid acquisition and project scoping firm serving small-to-mid elevator modernization contractors who lack dedicated sales and estimating staff. Each day, the Scout Agent scrapes municipal permit portals, building permit databases, and property management RFP boards for aging elevator units flagged for code upgrades, then the Estimator Agent generates fully itemized modernization proposals using regional labor rates and OEM component pricing. The Closer Agent manages all follow-up sequences, negotiates scope adjustments over email, and routes signed LOIs directly to the contractor client's project queue — the human owner only touches the initial contractor onboarding and wire transfers above $25,000.
Who this is for
This business suits an owner with a background in construction technology, vertical transportation, or B2B sales operations who understands how contractor pipelines work but does not want to do the daily prospecting grind. Ideal candidates include former elevator industry sales reps, construction tech founders, or anyone who has run a trade contractor business and understands the pain of estimating bandwidth constraints. No coding is required to operate it — only enough technical fluency to configure integrations and read agent logs.
Market opportunity
The U.S. has an estimated 900,000 elevators in operation, and industry analysts project that over 30% of commercial units installed before 2005 will require mandatory modernization for ADA compliance and updated ASME A17.1 safety code adherence by 2030, creating a decade-long tailwind of forced replacement spending. Mid-tier elevator contractors — those billing $3M–$15M annually — almost universally lack dedicated estimators and business development staff, making them structurally dependent on external lead and proposal support. The rise of open municipal permit APIs and building permit aggregators like PermitFlow and OpenPermits makes systematic lead mining tractable for the first time at this price point.
Boss agent: APEX — Autonomous Pipeline Execution Orchestrator
APEX coordinates daily task queues across all specialist agents, enforces proposal quality gates before any document is sent externally, and escalates edge cases to the human owner when deal complexity or contract value exceeds predefined thresholds.
- ■ No proposal is transmitted to a prospect until it passes a three-point internal review: scope completeness, regional labor rate freshness under 14 days, and contractor client approval flag set to TRUE in Airtable.
- ■ Any inbound prospect reply containing legal language, indemnification requests, or insurance certificate demands is immediately quarantined and routed to the human owner — the Closer Agent never responds to legal-adjacent queries autonomously.
- ■ If the Scout Agent returns fewer than five qualified leads per metro per week for two consecutive weeks, APEX triggers a scraper health diagnostic and sends an alert to the human owner before any client SLA is at risk.
The agent team
Human touchpoints
// the only things that still need you
- 👤 Signing new contractor client service agreements and processing initial retainer payments or ACH bank transfers above $25,000 in collected success fees.
- 👤 Responding to any prospect communication that contains indemnification clauses, insurance certificate requests, or explicit requests for an in-person site assessment or licensed engineer sign-off.
- 👤 Reviewing and approving the Estimator Agent's regional labor rate calibration whenever a new metro is added to the Scout Agent's coverage territory.
- 👤 Handling contractor client escalations involving a disputed proposal, a missed bid deadline caused by a scraper failure, or a dissatisfied client threatening to cancel their retainer.
Tech stack
Monetization
AutoElevation charges contractor clients a $2,500/month retainer for continuous bid monitoring plus a 4% success fee on any contract signed from an AutoElevation-sourced lead, creating a blended recurring and performance revenue model. At scale with 8–12 active contractor clients each closing 2–3 jobs per month at average contract values of $80K–$150K, monthly revenue reaches the $60K–$85K range.
Key risks
- → Elevator modernization pricing is hyperlocal — labor rate data for smaller metros may be stale or unavailable, causing the Estimator Agent to generate proposals 15–20% off-market and lose deals on margin.
- → Municipal permit portal structures are inconsistent and frequently change layouts, causing the Scout Agent's scrapers to silently fail and miss active bid windows without human detection.
Getting started
- 1 Sign two to three contractor clients firstBefore building any infrastructure, cold-email 30–50 regional elevator modernization contractors via NAEC member directories and sign 2–3 at a discounted $1,500 founding-member retainer. Validating willingness to pay before building eliminates the risk of building for a market that won't buy.
- 2 Map permit portal structures for target metrosManually pull elevator permit data from the top 10 metros your founding clients serve and document each portal's URL structure, filter logic, and update cadence. This becomes the training data and configuration baseline for the Scout Agent's scraper logic.
- 3 Build and test the Estimator Agent against real bidsSource 15–20 historical elevator modernization proposals from your contractor clients and use them to calibrate the Estimator Agent's output format, line-item structure, and regional pricing logic. Accuracy against real closed jobs is the only valid benchmark before going live.
- 4 Configure the Closer Agent's outreach sequencesBuild three email sequence variants in SendGrid — cold initial outreach to building managers, warm follow-up for opened proposals, and scope negotiation threads — then connect them to Airtable as the deal-stage CRM so the Closer Agent can track pipeline state autonomously.
- 5 Establish supervisor escalation rules and human alert thresholdsDefine the exact conditions under which the CEO Orchestrator Agent must pause and send a human alert — such as a contract value above $25K, a prospect requesting an in-person site walk, or a scraper that has returned zero results for 72 hours. Hard-coding these escalation gates before launch prevents silent failures from becoming expensive client problems.
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