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BoldBellowsAI document classification and routing for offices where one shared inbox receives everything

AI document classification and routing that types each file, sends it to the right team and asks a person only when unsure

Document classification gives each file a type and a destination, with a confidence for every decision and an unsure path to a person for the cases that fit nothing. BoldBellows lists the kinds of document that reach you, where each kind should go and what a person would look at to decide, before a single file is labeled, reads each incoming file, gives it a type and a destination with a confidence, sends confident ones on their way, holds the unsure ones for a person and keeps a log of every decision, then builds AI document classification and routing type by type: incoming files from email, a scanner or a portal are read, a model assigns a type such as invoice, contract, application, complaint or ID, a confidence is attached, routing rules send each type to the right folder, queue or person, files below the threshold or fitting no type go to an unsure queue with the file open beside the likely labels, every decision is logged with its confidence, and the labels are checked weekly against what people corrected. Custom AI document classification and routing can add sub-types and priority rules.

View Pricing

One-off setup from $2,035
No monthly subscription

  • Document classification
  • Confidence on every label
  • Unsure ones to a person
AI document classification and routing typing files with confidence scores and routing them, built by BoldBellows
AI Team to AI Document Routing: synced, zero duplicate incoming documentsStatus chip: synced 2 minutes ago with a live tape of filed requests.Synced 2 min agoRequest #1042 · filedFailed request #1039 · matchedToken budget PRM-INVOI · updatedUsage report · checkedRequest #1043 · filedRequest #1042 · filedFailed request #1039 · matchedToken budget PRM-INVOI · updatedUsage report · checkedRequest #1043 · filed
Plate I. Files are typed with a confidence, routed by rule, unsure ones are held for a person, and every decision is logged.
  • A type and a destination for every file
  • Confidence on each decision a threshold you set
  • Unsure ones held with the likely labels shown
  • Every decision logged corrections feed the weekly check
  • Written handover The route, the controls and the repair steps arrive as a PDF
  • Your budget stays put from $2,035, and the configurator keeps the running total in view

Chapter 01 the shared-inbox-sorter problem

One shared inbox where everything lands makes one person the bottleneck for every team

Invoices, applications, contracts, complaints and ID scans all arrive in the same place. One person opens each, decides what it is and forwards it. When they are away, the pile grows. Some documents go to the wrong team and sit for days. Urgent ones are mixed with routine ones, because nothing marks them. A first attempt at keyword rules works for invoices and fails for everything with an unusual layout. Nobody can say how long a document spends before it reaches the person who needs it.

Complaints reached the right person within minutes, and nobody asked who had sorted them.

Note from an office manager

One person sorts everything

They're the bottleneck.

A pile when they're away

Documents wait.

The wrong team gets it

It sits for days.

Before

Before AI Team to AI Document Routing automation: manual requests exports, duplicates and broken formulasThe old way: a handwritten ledger with a duplicate entry circled in red, notes about redoing the export every Monday, a coffee ring and an ink blot.#1041 Mia R.84.00#1042 Jon K.129.50#1042 Jon K.129.50#1043 Ana S.56.25#1044 Lee W.??twice?Mon 8:47 — redomerge the 3 filesfix #REF! (again)email Sam the total
Fig. 2a. A human sorter.

After

After AI Team to AI Document Routing automation: one clean log that matches AI TeamThe new way: a card index with Requests, Token budget, Failed requests and Usage reports cards, each showing a live count.THE CARD INDEX · ALWAYS CURRENTRequests1,204ON FILEToken budget318ON FILEFailed requests12ON FILEUsage reports46ON FILEAI Team requests
Fig. 2b. Scored, routed documents.

Before

  • Every event is written as it arrives
  • A person sorts every document by eye and forwards it
  • Wrong destinations and urgent items hide in the pile

After

  • Each write is keyed on the file, its label and the destination
  • Each file is typed with a confidence and sent on automatically
  • Only unsure files reach a person, with the likely labels shown

Chapter 02 How it works

How a mixed pile becomes files in the right place

A change is admitted, identified, matched and written, always in that order.

How AI Team to AI Document Routing automation works: requests in, one clean incoming document each, on a scheduleDocument-routing of requests from your AI Team project feed through the rollers of the sync we build, a letterpress that checks each one, and come out as neat incoming documents in your routing log.Your projectREQUESTS INTHE PRESSchecks each logREQUEST · COMPLETED#104613#10477#10486#104921READ-ONLYACCESSONE INCOMING DOCUMENTPER REQUESTYour AI projectThe sync we buildYour routing logRequests, prompts, token budgetFixes edits, checks on a scheduleRequests, requests handled, reportsHow AI Team to AI Document Routing automation works: requests in, one clean incoming document each, on a schedule, stacked: your project, the press, then your log.Your AI projectThe sync we buildYour routing log#104613#10477#10486READ-ONLYACCESSONE INCOMING DOCUMENTPER REQUEST
Fig. 3. Files arrive, are labeled with a confidence, routed or held, and every decision is logged.

Receive and qualify

The notification is authenticated, stamped with account, resource and time, then checked against the admission rule.

Read, label, score

Each file is read, given a type and attached a confidence.

Route, hold, learn

Confident files are routed, unsure ones are held for a person, and corrections improve the weekly check.

The facts about AI Team the AI route is built on

  • A label needs a fallback: Document classification gives each file a type and a destination, with a confidence for every decision and an unsure path to a person for the cases that fit nothing.
  • An unsure path is what makes automation safe: Because no classifier is right every time, a threshold sends low-confidence files to a person, which is where the safety comes from.
  • If a reply is lost: The route reads AI Document Routing through the file, its label and the destination to learn whether the write landed, then acts on the answer.

Chapter 03 What ships in the build

How documents get sorted: read, label and route

Foundation sets the rules and the key. Operations does the writing. Assurance compares both sides over time.

Owner dashboard fed by AI Team to AI Document Routing automationOwner dashboard as three brass dials for match rate, token budget health and usage reports, above a log of the last five successful syncs.INSTRUMENT PANELEverything the sync checks, at a glance100%MATCH RATE0 duplicates96%TOKEN BUDGET HEALTH2 near limit100%USAGE REPORTSall on timeLAST FIVE SYNCS08:0007:4507:3007:1507:00

Admission rule engine

Decides which AI Team events may proceed and logs why the others were set aside.

Foundation

Stable identity ledger

Pairs every AI Team object with its proposal and its reviewer so that nothing acts without a trail.

Foundation

Allowlist mapper

Maps approved AI Team fields to AI Document Routing fields one by one and rejects anything not on the list.

Foundation

Document intake

Collects files from email, scanners and portals.

Operations

Classifier

Assigns a type to each file and attaches a confidence.

Operations

Routing rules

Sends each type to the right folder, queue or person.

Operations

Unsure queue

Holds low-confidence files with the likely labels beside them.

Assurance

Decision log

Records each label and correction for a weekly accuracy check.

Assurance

Owner queue

Gives each unresolved AI Team case a named owner, so nothing waits in a shared inbox.

Assurance

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Chapter 04 Who this fits

Built for data analysts, and for anyone who must sort a mixed inbox of invoices, contracts, forms and letters automatically, so each reaches the right team and the unclear ones reach a person

Routing is the first step of almost every document process, and getting it right removes a surprising amount of waiting.

Office manager

"Stop being the sorter."

Documents route themselves.

Accounts payable clerk

"Receive only invoices."

Wrong files stop reaching you.

Legal assistant

"Get contracts first."

They arrive in your queue.

Operations manager

"Measure delays."

Decisions are logged.

Compliance lead

"Spot complaints early."

They are routed at once.

Owner

"Avoid single points of failure."

No one person is needed.

Chapter 05 The options

Three ways to connect AI Team and AI Document Routing: one shared inbox where everything arrives and a person sorts it by eye, a zap, or document classification with confidence scores, routing rules, an unsure queue and a decision log

Each can open a file. Only one labels it with a confidence, sends it on and asks a person when unsure.

Comparison table: Three ways to connect AI Team and AI Document Routing: one shared inbox where everything arrives and a person sorts it by eye, a zap, or document classification with confidence scores, routing rules, an unsure queue and a decision log
Question One human sorter Wrong destinations Our routing route
What starts the work A person spots the update Every matching hook runs Only a failed request that meets the written rule
How identity is decided Whoever it is checks the name Email or name, compared as typed A human sorter and a growing pile
What reaches AI Document Routing Fields typed from memory Every mapped field, as plain text Scored labels and an unsure queue
After an uncertain result Someone checks by eye Retry, or give up Searches by the file, its label and the destination, compares, then repairs
By handAutomated37 files · 12 errors1 log · 0 errors

A late notice follows a newer update

The timestamp on the incoming event is checked first; a stale one is recorded and closed instead of rolling the incoming document back.

A document fits two types equally, such as a contract with an invoice attached

The confidence for each type is low, the file goes to the unsure queue with both labels shown, and a person picks one or splits the file. The route looks for the incoming document through the file, its label and the destination, compares it with the intended values and records a verdict: absent, correct, different or unclear. A new incoming document is made only when the search proves there is none.

Start the AI Team to AI Document Routing build with the file, its label and the destination; the rest of the route leans on it.

Interlude What drives the cost: documents, labels and destinations

Pricing for routing: types and destinations

A fixed fee, shaped by your answers: the AI Team AI route begins at $2,035.

View Pricing

One setup fee · Range shown first

Pricing

Build your AI Team AI Document Routing price

Pick a package, answer three short questions about how AI Team data should reach AI Document Routing, and your price and turnaround move as you choose.


Choose your packageRequired

The three packages differ by how much routing, reconciliation and governance sits around the AI Team to AI Document Routing route.

A focused production route for one AI Team event family and one governed document routing queue, delivering AI document classification and routing that types each file with a confidence score, sends it to the right team and holds unsure ones for a person with identity, evidence and failure controls from day one.

  • One approved AI API & Document event family and business-state admission rule within the AI Document Classification and Routing service.
  • One authorized account, workspace, organization, or base boundary within the AI Document Classification and Routing service.
  • One AI Document Classification and Routing object contract with field and relationship mapping
  • Stable matching through organization plus project, model, request, file, document, page, extraction, schema version, chunk, vector record, batch, tool request, evaluation, or trace ID and source identity paired with the authoritative ai document classification and routing record, run, conversation, document, tool request, transaction, or decision identifier
  • Tests for duplicates, stale events, malformed data, denied access, and timeouts within the AI Document Classification and Routing service.
  • Implementation map, test record, and premium PDF operations handover within the AI Document Classification and Routing service.

Adds branching, existing-record matching and a bounded historical pass for teams whose AI Team signals need more than one approved document routing path, while still delivering AI document classification and routing that types each file with a confidence score, sends it to the right team and holds unsure ones for a person.

  • Everything in Foundation
  • Up to four approved routing or state-transition branches within the AI Document Classification and Routing service.
  • Existing-record resolution and one bounded historical checkpoint within the AI Document Classification and Routing service.
  • Lookup-before-replay protection for uncertain writes
  • Named exception ownership and a decision-ready evidence packet within the AI Document Classification and Routing service.
  • Field, permission, and destination-state validation before mutation within the AI Document Classification and Routing service.

Adds reconciliation, drift detection and an aged-exception report for teams that now depend on document routing proposals every day.

  • Everything in Controlled Flow
  • Scheduled source-to-destination reconciliation
  • Schema, field, scope, and webhook drift checks within the AI Document Classification and Routing service.
  • Volume-aware retry ceilings and stale-event protection
  • Aged-exception reporting with ownership status
  • Thirty-day release watch and operating review

For the AI Document Classification and Routing service, multi-business-unit routing, unrestricted bidirectional synchronization, regulated archives, unsupported extensions, or additional destination systems receive a separate written quote. Third-party subscriptions and usage charges are excluded.

Which AI Team changes should be allowed to start an AI document routing decision?Required

Governed lifecycle set: Use this when several documented AI Team states must converge on one document routing decision.

How should an AI Team record that already has an AI document routing decision be recognized?Required

Ambiguity queue: Send zero-match and multi-match document routing cases to a named reviewer instead of letting the model guess.

What should happen when an AI document routing action can't be confirmed?Required

Managed repair case: Give every uncertain document routing action an owner, a live-state comparison and an approved replay decision.

How soon do you need it live?Required

Standard follows the schedule your other choices set. Pay to move up the queue and go live sooner.

Optional extrasOptional

Each one begins switched off. Turn on what your rollout needs, watch the total, switch it back off.

Chapter 06 The process

Six steps from a pile to a routed inbox

From the first brief to the first month live, six steps with clear outputs.

  1. About 30 minutes

    List your document types

    We list the types that arrive, where each goes and how a person tells them apart.

  2. Access review

    Approve access

    A restricted connection to AI Team is created, the model is agreed and the keys that identify each decision are fixed.

  3. Most of the project

    Agree thresholds and queues

    The confidence threshold, the routing rules and who handles the unsure queue are written down and signed off.

  4. Before you review

    Break it on purpose

    We replay events, delay them, remove fields and revoke access in a safe AI Document Routing copy before anything goes live.

  5. Handover day

    Launch with notes

    After the final test we enable the route and give you notes that name every owner and repair path.

  6. About 30 minutes

    Review after launch

    Once real events flow, the opening weeks are checked against the evidence log so early surprises are caught and recorded.

Chapter 07 Turnaround

Package timings at a glance

The clock starts when we can see where documents arrive and have recent files of each type.

Foundation

6 to 10 business days

Operations

10 to 16 business days

Assurance

16 to 24 business days

Chapter 08 Getting started

What to have ready

An AI Team connection you are happy for us to test with

Access to the inbox or portal where documents arrive, recent files of each type and a destination for each type

An authorized AI Team connection for the resources named in scope

Your definition of which failed requests should reach AI Document Routing

Permission to run tests against a copy of AI Document Routing

Your expected volume, so limits and pacing can be set

Chapter 09 Trust

Nothing is installed in AI Team or AI Document Routing, only mapped data moves

Nothing reaches the model beyond the agreed fields, each request and reply is logged, and the destination only receives what the rules allow.

Read-only AI Team to AI Document Routing access: your data stays yoursA user table with the email label field blacked out and a read-only stamp, with a seal noting emails are hidden except from named people.USERSNAMEEMAILCOMPLETEDMaya Chen9Omar Hale14Lena Brooks5Sam Ortiz21Priya Nair7READ-ONLYHidden from everyoneexcept named people

Nothing installed inside either tool

The route talks to AI Team and AI Document Routing only through documented endpoints, so neither needs a plugin, a patch or a hidden setting.

Scoped, revocable access

The route sends only the fields on the agreed list to the model, and each request and reply is kept in a log for later review.

Only what the map allows

A written field map decides what crosses. Anything not on it, including private notes and billing data, is left behind.

Search before you write again

After any uncertain result the route looks for the incoming document using the file, its label and the destination; only a proven absence allows a new one.

Minimal logging

The audit trail is made of IDs and decisions, not personal data.

Full handover

After handover you can maintain, change or retire the route on your own.

"Sorting is a small job that holds up a lot of other jobs, and automating it carefully frees everyone downstream."

Steven GrratFounder, BoldBellows

Chapter 10 In their words

What BoldBellows clients say

Verified reviews from business owners who use BoldBellows automations every day, from marketing and data to support and operations.

AI Workflow Automation for Agencies

Running a digital agency with many clients was overwhelming. BoldBellows built one automation dashboard that tracks tasks, sends updates and creates client reports automatically.

Clients love the transparency and we love the time we get back. Productivity is up, and project delays have dropped to almost zero.

Samuel BoatengVerifiedAccra, Ghana

AI Customer Journey Automation

We wanted a smoother path from first contact to purchase. BoldBellows built an AI system that guides each customer there automatically.

It sends personalized messages, recommends products and follows up at just the right moment. Customer retention has improved dramatically.

Nadia HassanVerifiedCairo, Egypt

AI Automation Partner

BoldBellows is hands-down the best AI automation partner we’ve worked with. Their systems are fast, reliable and built around how our business actually works.

Every automation they’ve delivered, from customer service to content, runs flawlessly. We’ve saved time, cut costs and grown faster than we expected.

Kwame MensahVerifiedKumasi, Ghana

AI Chatbot & Customer Support

BoldBellows built an AI support chatbot for our online boutique, and it has changed how we run the business. We used to have two full-time staff answering the same questions all day. Now the AI handles order tracking, product recommendations and even refund requests on its own.

What surprised me most is how natural it sounds. Customers compliment the ‘agent’ without realizing it’s AI. Our support workload dropped by 75% and customer satisfaction went up dramatically.

Maria GonzálezVerifiedMadrid, Spain

AI Content & Social Media Automation

Our marketing agency couldn’t keep up with content. BoldBellows set up an AI content engine that writes blog posts and captions and even designs our social media creatives.

It spots trends and suggests topics for us, so we stay ahead of competitors. We now produce three times the content with the same team, and engagement has soared. They didn’t just automate our workflow, they lifted our whole brand.

Daniel BrooksVerifiedToronto, Canada

AI Lead Qualification & Sales Automation

Our sales team wasted hours chasing cold leads. BoldBellows built an AI lead-scoring system that reads behavior, email engagement and buying signals.

It filters out weak leads and sends personalized follow-ups automatically, so our team only talks to people who are ready to buy. Conversions rose 40% in the first month. It paid for itself straight away.

Aisha MohammedVerifiedDubai, UAE

AI Video & Voice Automation

We publish product videos every week, and BoldBellows introduced us to AI video automation. The system writes the script, voices it and produces the finished video in minutes.

The quality is remarkable: professional voiceovers, clean visuals and smooth editing. Production time went from three days to under 30 minutes, and we scaled our video marketing without adding cost.

Lucas SteinerVerifiedMunich, Germany

AI Email & Smart Inbox Management

Our inbox used to be chaos. BoldBellows built an AI email system that sorts messages, drafts replies and flags anything urgent.

It learns how we write and gets better every week. We reply faster and no longer miss important messages. It feels like having a personal assistant working around the clock.

Chloe AndersonVerifiedMelbourne, Australia

AI Booking & Scheduling Automation

Our coaching business needed a better way to schedule. BoldBellows automated all of it: bookings, reminders, cancellations and follow-ups.

No-shows fell by 60% and clients enjoy how smooth it is. It feels personal, not robotic. One of the best upgrades we’ve made.

Emily CarterVerifiedLondon, United Kingdom

Chapter 11 Questions

Routing documents: questions from office teams

Short answers to what people ask before they book. Anything else can go in your quote request.

?How long does it take?Asked most often6 to 10 daysSet date, no surprisesAnswers, straight away
Is a ready-made AI Team AI template the same thing?

When every document in front of the right team without a sorter is all that is wanted, a connector can manage that. It cannot label each document, send it on and ask a person only when unsure. Those gaps are the reason this build exists.

What types can it recognize?

The types you define, such as invoices, contracts, forms and letters, with new ones added over time.

What does the confidence score do?

It decides whether a file is routed automatically or held for a person.

Where do routed files go?

To folders, queues, mailboxes or systems you name, as confirmed in the quote.

Can it learn from corrections?

Yes. Corrections are logged and used in the weekly accuracy check to improve the labels.

Does it read scanned documents?

Yes, with OCR; poorer scans lower the confidence and are held for review.

How is document routing charged?

Document types, sources and destinations set a single fixed figure, confirmed before any file is routed.

Who agrees the labels and destinations?

Types, thresholds and destinations are written once and routing starts after you accept them.

Can we use a different prompt for different AI Team signals?

Yes. The route can be shaped by priority, region or owner, and each branch keeps its own record. Packages open at $2,035.

How are model changes tested?

We write down what the route assumes. When an assumption stops being true, the route stops that step and says so, rather than improvising.

Give every team the documents that belong to them, without a sorter

Tell us which documents arrive and where each should go; your written quote lands before a single file is classified.

  • From $2,035, paid once
  • Scored labels
  • Unsure queue
  • No monthly fee from us