The Library · Agents

The Intake

Whatever arrives, in whatever format, becomes a clean record.

An agent that reads whatever arrives — a voicemail, a web form, an emailed PDF, an order dropped in a customer portal, a photo of a handwritten ticket — and turns it into a clean record in the system that runs your business.

4 min read (core) · last reviewed

Work arrives in whatever form the customer felt like sending it. Your business runs on one system that expects it in exactly one form. Somebody stands in that gap all day.

The job today

Count the ways a new job can reach you. The phone during business hours. The phone after hours, which is voicemail, which is somebody's morning. The website form, which emails somebody. The lead platforms, which email somebody else. A customer who emails a PDF purchase order because that is how their AP department works. A customer who logs into their own portal and expects you to go get it. A text to the owner's cell phone. A photo of a ticket a tech filled out by hand because the app was slow that day.

Each of those is handled by a person who reads it, works out what it is, decides who it belongs to, and types it into the system. The typing is not the expensive part. The expensive part is that each channel has a different person watching it, a different response time, and a different chance of being missed entirely — and nobody can see the whole picture at once.

Then there is the second job, which nobody names: working out whether this is new, or whether it is the same customer who called yesterday about the same thing. Get that wrong and you have two records, two people working it, and a customer who has now explained their problem twice.

What the agent does

It watches every channel, all of them, all the time.

Something arrives. It reads it — the transcript of the voicemail, the body of the email, the fields of the form, the text inside the PDF, the handwriting in the photo. It works out what kind of thing this is and pulls out what the system needs: who, what, where, when, how urgent, what they actually asked for.

Then it checks whether it already knows this person. Existing customer, open job, previous call this week — it attaches to what exists rather than creating a duplicate, which is the failure that quietly costs the most.

It creates the record in your system with the original attached, so whoever picks it up can see the actual email or hear the actual call rather than trusting a summary. It routes it to the right person or the right queue with the context already gathered. And where something is genuinely urgent — the words that mean urgent in your business, not in general — it says so loudly rather than filing it politely.

What it cannot read confidently, it does not guess at. Those go to a person, marked as needing eyes, with the reason it was unsure.

What changes

Response time stops depending on which channel someone used. The after-hours voicemail and the Tuesday-morning phone call get the same treatment, because a system is doing the reading. For a lot of businesses this is the single largest change: the customer who called at seven at night is contacted first thing rather than at eleven, and in trades and professional services that is frequently the whole difference in who wins the job.

The retyping stops. Which matters less for the labor than for the errors — a transposed digit in a phone number costs a job, and it always came from somebody retyping.

And you get one view of everything that came in. Right now, if you asked how many new inquiries you received last month, you would have to add up four systems and guess. Afterwards, it is one number that includes the voicemails.

What it connects to

Every channel you actually use. The mailbox or mailboxes, the web forms, the phone system for voicemail and its transcripts, the lead platforms, the portals your bigger customers make you log into. The portals are the awkward ones — most have no proper connection available, so it is a login and a scrape rather than an integration, which works but needs watching when the vendor redesigns their site.

Your system of record. The CRM, the field service platform, the practice management system, the job system — whatever holds the customer and the work. It needs to both read it, to recognize existing customers, and write to it.

A confidence line and a review queue. This is the decision that determines whether the whole thing is trusted. Anything the agent is not sure it read correctly goes to a person rather than into the system. Set that line too loose and someone finds a garbled record and stops believing any of them; set it too tight and you have rebuilt the manual queue. It starts conservative and gets loosened once you have watched what it actually gets wrong.

And a rule for the ambiguous ones. Some messages are not a new job and not an existing one — they are a complaint, or a supplier, or somebody selling you something. It needs somewhere to put those that is not your dispatch board.

You probably need this if

Where this shows up

The same agent, in businesses that describe it completely differently.

Trades and home services

Commercial cleaning and janitorial

  • Client requests and complaints arriving by email and text overnight
  • Special clean and project work requests needing quoting
  • Supply requests from site supervisors

Garage doors and overhead

  • Same-day service calls, including after hours during storms
  • Commercial bid requests and project documents
  • Supplier order confirmations and backorder notices

HVAC, plumbing and electrical

  • After-hours calls that become somebody's problem the next morning
  • Angi and Thumbtack leads that arrive as email and get retyped into dispatch
  • A photo of a handwritten ticket from the tech who will not use the app
  • Commercial customers who email a PO instead of booking

Landscaping and lawn care

  • Inbound calls and forms during spring, at a volume nobody can enter live
  • Property details and photos from crews that need filing against the account
  • Snow and storm response requests arriving outside business hours

Pest control

  • Inbound service calls and web requests routed to the right branch and route
  • Commercial account requests arriving from property managers
  • Technician notes and photographs from the field

Restoration and remediation

  • Emergency calls at any hour, triaged and dispatched with the property identified
  • Program assignments arriving through carrier and TPA portals
  • Field documentation from technicians needing filing against the loss

Roofing and exteriors

  • Storm-cycle leads arriving faster than anyone can type them into the CRM
  • Adjuster correspondence and carrier documents landing in a shared inbox
  • Photos from crews that need to be filed against the right property
  • Homeowner calls after hours during the two weeks that matter most

Security and low voltage

  • Bid invitations and project documents from general contractors
  • Service calls from monitored accounts needing triage by system type
  • Distributor order confirmations and backorder notices

Construction and real property

Architecture and engineering

  • RFPs and RFQs arriving with deadlines and complex submission requirements
  • RFIs and submittals arriving through the contractor's platform
  • Client-supplied program and site information

Civil and site work

  • Bid invitations and plan sets from agencies and general contractors
  • Delivery and haul tickets from the field in paper and photo form
  • Daily field logs and quantity reports from foremen

Commercial subcontracting

  • Bid invitations from multiple GCs and plan rooms
  • Drawing revisions and addenda affecting scope already priced
  • Field reports and photos from foremen

General contracting

  • Bid invitations arriving from four different platforms plus email
  • Subcontractor invoices emailed as PDFs against a schedule of values
  • Field photos and daily reports texted to a super instead of entered anywhere
  • Owner-supplied specifications and addenda dropped into a shared folder

Mortgage lending

  • Applications and borrower documents arriving through the portal and by email
  • Referrals from real estate agents needing immediate contact
  • Third party documents — appraisals, title, verifications

Property management

  • Maintenance requests arriving by phone, text, portal and email
  • Rental applications and supporting documents from four different sources
  • After-hours emergency calls that need triage rather than a voicemail box
  • Owner emails asking for something that is really a work order

Real estate brokerage

  • Portal and sign-call leads routed to an available agent immediately
  • Transaction documents arriving by email that belong in the file
  • Referral introductions from other brokerages

Title and escrow

  • New orders arriving from lenders, agents and portals
  • Title search results and prior policy documents
  • Curative documents arriving from multiple parties

Manufacturing and distribution

Contract manufacturing

  • Releases and forecasts pulled from customer portals daily
  • Engineering change notices affecting parts already in production
  • Supplier certifications and incoming inspection documents

Equipment dealers and rental

  • Parts and service requests arriving by phone, email and counter
  • Rental reservation requests with availability checked live
  • Manufacturer bulletins and program notices needing action

Food and beverage production

  • Retailer orders and forecasts arriving through portals and EDI
  • Supplier certificates of analysis and specification updates
  • Production and sanitation records captured on the floor

Job shops and machining

  • RFQs arriving as emailed PDFs with drawings attached
  • Purchase orders that have to be pulled from a customer portal daily
  • Drawing revisions issued without anyone saying which parts they affect
  • Supplier order confirmations and delivery dates

Wholesale distribution

  • Customer orders arriving as PDF, email, portal and EDI in the same morning
  • Orders that reference the customer's part numbers rather than yours
  • Requests for quote on cut lists and part schedules
  • Supplier confirmations and advance ship notices

Health and care

Behavioral health

  • Inquiries from prospective clients routed by need, insurance and availability
  • Intake paperwork and consents before the first session
  • Referrals from physicians, schools and community organizations

Dental practices

  • New patient calls and forms turned into a complete record before the visit
  • Referrals from general dentists arriving by fax, email and portal
  • Insurance cards photographed by patients rather than entered

Home health and hospice

  • Referrals arriving by fax and portal with discharge documentation attached
  • Caregiver applications during a continuous hiring cycle
  • Family inquiries about starting services

Med spas and aesthetics

  • Consultation requests from web, social and phone at any hour
  • New patient intake, medical history and consent forms
  • Inquiries about specific treatments needing qualification

Medical practices

  • New patient paperwork and insurance details before the first visit
  • Inbound referrals arriving by fax and portal, entered as structured records
  • Records requests from patients, attorneys and other practices

Physical and occupational therapy

  • Physician referrals arriving by fax and portal, entered as scheduled patients
  • New patient intake forms and insurance details before the first visit
  • Authorization approvals and denials returning from payers

Senior living

  • Inquiries from families, referral agencies and discharge planners
  • Move-in documentation, assessments and financial paperwork
  • Maintenance and service requests from residents and families

Veterinary practices

  • Appointment requests by phone, text and online booking
  • Pharmacy refill authorization requests from online pharmacies
  • Records requests from referral practices and new owners

Professional and financial services

Accounting and CPA firms

  • Client documents arriving by portal, email and photograph of a shoebox
  • Reading and classifying source documents against the prior year's list
  • New client onboarding information from four different directions
  • Notices from tax authorities forwarded by clients without explanation

Consulting firms

  • Inbound inquiries triaged and routed with context before anyone calls back
  • Client-provided data and documents filed against the engagement
  • Referral introductions captured rather than lost in an inbox

Financial advisory and RIAs

  • Prospect inquiries and referrals captured with context before the first call
  • Client documents and statements arriving by email and portal
  • Held-away account and outside asset information

Insurance agencies and brokerages

  • Certificate requests arriving by email at every hour, in every format
  • Loss runs and carrier documents landing in a shared service inbox
  • New business submissions with attachments that have to be read and entered
  • Claim notifications from insureds who call rather than use a form

IT services and MSPs

  • Support email turned into a classified, routed ticket with the client identified
  • RMM alerts triaged so only real ones become tickets
  • New client onboarding information gathered into documentation

Law firms

  • After-hours calls from prospective clients captured and triaged by matter type
  • Web form inquiries with enough detail to conflict-check before anyone calls
  • Client documents arriving by email that belong in the matter file
  • Opposing counsel correspondence filed against the right matter

Marketing and creative agencies

  • Client requests arriving by email, Slack and text rather than the project system
  • New project briefs that need turning into scoped tasks
  • Creative feedback scattered across three threads and one call

Staffing and recruiting

  • Applications arriving in volume and needing a first read against the job
  • Resumes emailed directly to recruiters rather than into the system
  • New job orders arriving by email, phone and VMS portal
  • Candidate documents and credentials sent as photographs

Transport and logistics

Courier and last mile

  • Orders arriving by portal, email, phone and customer system
  • Driver applications during continuous recruiting
  • Exception reports and delivery issues from the field

Freight brokerage

  • Shipper tenders arriving by email, EDI and portal
  • Carrier capacity offers and check calls
  • Proof of delivery documents from carriers in every possible format

Moving and storage

  • Lead forms and calls answered within minutes during peak season
  • Virtual survey submissions and photo inventories
  • Commercial and office move inquiries needing qualification

Trucking and fleets

  • Customer tenders arriving by email, EDI and portal
  • Proof of delivery images from drivers needing matching to loads
  • Driver applications and qualification documents

Consumer and retail

Auto and powersports dealerships

  • Internet leads from every source routed with vehicle interest attached
  • Service appointment requests and after-hours calls
  • Trade appraisal requests with vehicle details captured

Auto repair and collision

  • Appointment requests arriving by phone, web and after hours
  • Insurance assignments and tow-ins arriving without a customer conversation
  • Parts quotes and availability responses from suppliers

Catering and events

  • Event inquiries from web forms, venue referrals and phone at all hours
  • Client changes to menus, counts and timelines arriving by email
  • Rental and vendor confirmations

E-commerce and DTC

  • Support tickets classified and routed with the order already attached
  • Wholesale inquiries needing qualification before a human replies
  • Supplier confirmations, invoices and shipping notices

Funeral homes

  • First calls at any hour captured completely and routed to the on-call director
  • Information gathered from families before the arrangement conference
  • Referrals from hospice, hospitals and care facilities

Gyms and fitness studios

  • Web and social inquiries responded to within minutes rather than days
  • Trial signups routed to the right coach with their goals attached
  • Class waitlist requests and schedule changes

Hotels and lodging

  • Booking and availability inquiries by phone, email and message at any hour
  • Group, wedding and event requests needing qualification
  • Maintenance issues reported by guests and staff

Independent retail

  • Product and availability questions arriving by phone, social and web
  • Special order requests captured with the specifics
  • Vendor invoices and shipping notices

Restaurants and food service

  • Catering and event inquiries arriving by phone, form and social message
  • Supplier invoices arriving as paper and PDF needing costing
  • Job applications during continuous hiring

Salons and spas

  • Booking requests by phone, web, text and social message
  • New client intake forms, allergies and service preferences
  • Consultation requests for color corrections or treatment plans

Self storage

  • After-hours calls and web inquiries answered rather than lost
  • Rental applications and identification documents
  • Maintenance and complaint reports from tenants

Community, education and public

Associations and member organizations

  • Membership applications and dues payments
  • Event registrations, session choices and exhibitor requests
  • Member questions and requests arriving continuously by email

Childcare and early education

  • Tour and enrollment inquiries answered while parents are still deciding
  • Enrollment forms, immunization records and authorizations
  • Staff applications during continuous hiring

Churches and faith organizations

  • Connection cards, prayer requests and guest information
  • Event and ministry registrations
  • Volunteer interest and availability

Municipal and public sector

  • Citizen service requests by phone, portal and email, routed to the right department
  • Permit and license applications with supporting documents
  • Public records requests logged with their statutory clock started

Nonprofits

  • Donations arriving through several platforms into one donor record
  • Volunteer applications and availability
  • Program intake and service requests from the community

Private and charter schools

  • Admissions inquiries from web, referral and open house
  • Application documents, transcripts and recommendations
  • Financial aid applications and supporting materials

Trade schools and training providers

  • Inquiries from paid sources answered within minutes
  • Enrollment documents, transcripts and funding paperwork
  • Employer job postings and hiring requests

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