A triager as a bottleneck
Every case was read first.
Salesforce case routing for service organizations with several queues and many case types
Salesforce AI case classification and routing with confidence rules, Omni-Channel and a person on the doubtful cases
Salesforce Omni-Channel can route work to agents by queue, skill and capacity, so classification only has to say where a case belongs and routing places it with someone who has room. BoldBellows records the case, its text and the customer's account before a classification is proposed, suggests a category, priority and queue for review and routes only what the rules approve, then builds the layer in between: the case subject, description and the customer's account and plan are read, a type, a priority and a target queue are suggested with a confidence level, high-confidence suggestions are applied by a flow and routed, low-confidence ones are left for a triager with the suggestion shown, every agent correction is recorded, and a monthly report shows accuracy by type so thresholds can be tuned and weak categories retrained.
View Pricing
From $1,870, paid once. Salesforce case classification.
What stands between a model and your Salesforce data
- Suggestion with confidence applied only when high
- Routed by skill and capacity
- Doubt to a person with the suggestion
- Accuracy measured from corrections
- No lock-in The configuration stays yours if you stop working with us
- Clear from the start packages open at $1,870, and the delivery range appears next to it
01 · the read-every-case problem
Every case read by a person before it can be routed to one
In many service teams the first person to touch a case is a triager who reads it, decides what it is and moves it to a queue. That is a skilled job spent on sorting. Case types are labeled inconsistently, urgent cases hide behind routine ones, and the right queue is sometimes a guess. Classification tools help but bring their own risk: a wrong label with high confidence sends a billing dispute to the wrong team and costs a day. Without a record of corrections, the same errors repeat.
Inconsistent case types
Labels varied by person.
Urgent cases hidden
Priority was guessed.
- The same change can land more than once
- Every case waits for a triager
- Wrong labels repeat because corrections are not recorded
- What is already there is found by a pairing of the case ID, the model version and the routing rule
- Clear cases are routed in minutes
- Doubtful cases reach a person with a suggestion
02 · how it works
How a new case becomes a classified case in the right queue
What reaches the AI workflow has passed a rule, a key check and a search.
- 01
Open the event properly
Identifiers and time are recorded, the source state is read and the Salesforce event is assessed against the route brief.
- 02
Read, suggest, apply
The case is read, a classification is suggested and applied when confidence is high.
- 03
Route, correct, measure
Omni-Channel routes it, corrections are recorded and accuracy is measured.
Design notes on Salesforce and the model
Omni-Channel routes by queue and capacity
Salesforce Omni-Channel can route work to agents by queue, skill and capacity, so classification suggests where a case belongs and routing places it with someone who has room.
Routing uses skills and capacity
Omni-Channel can place work by queue, skill and an agent's available capacity, so a correct label becomes a correct assignment without a manual move.
Safe to repeat
Repeating an event is harmless because the AI workflow is consulted through a pairing of the case ID, the model version and the routing rule before any change.
03 · what ships in the build
Inside the classification flow: the parts that read, suggest and route
Clear is the minimum for live use; Careful and Continuous add the parts that matter once volumes grow.
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Entry rule checker
Tests every event against the entry rule and records which clause it passed or failed.
ClearStable identity ledger
Keeps the inputs, the answer and the approval for every Salesforce signal in one durable place.
ClearRedaction rules
Applies redaction rules for sensitive Salesforce values before anything leaves for the AI workflow.
ClearCase reader
Reads subject, description and account context.
CarefulAccount matcher
Classifies each arrival against a pairing of the case ID, the model version and the routing rule, leaving ambiguity to a named owner.
CarefulConfidence and queue matrix
Sets thresholds and the queue for each type.
CarefulClassification register
Turns silent drift between Salesforce and the AI workflow into a short, dated worklist.
ContinuousAccuracy monitor
Reports accuracy by type and threshold.
ContinuousOpen-case summary
Gives the route owner a short summary of open cases and their ages.
Continuous04 · who it's for
For logistics providers, then for those who classify and route Salesforce cases faster: suggest a type, priority and queue from the text, route through Omni-Channel by skill and capacity, keep a person in charge of low-confidence cases and measure accuracy against corrections
Customers want their case with the right team quickly, and service teams want triage effort spent where it counts.
Service director
"Cut triage time."
Clear cases route themselves.
Triager
"Handle only the hard ones."
Doubtful cases come to me.
Service agent
"Get the right cases."
Skill and capacity decide.
Customer
"Get to the right team."
My case is routed at once.
QA lead
"Measure accuracy."
Corrections feed a report.
Administrator
"Adjust thresholds."
Accuracy figures guide me.
Priced by cases, categories and queues
Cost your classification flow, one case type at a time
Clear is available from $1,870.
View Pricing
- One setup fee
- Range shown first
- PDF handover included
05 · compare your options
A queue where every case waits to be read by a person, zap or a Salesforce case classification and routing flow with confidence rules: which carries Salesforce into the AI workflow?
Each can label a case. Only one applies labels by confidence, routes by capacity and learns from corrections.
| How a case arrives | Manual triage | An unchecked classifier | Our classification flow |
|---|---|---|---|
| What starts the work | Somebody with a spare minute | Events without a qualification step | A Salesforce event matching the route brief |
| How identity is decided | Hunted through both tools | Email alone | Case ID, model version and routing rule |
| What reaches the AI workflow | Whatever seemed important | One row of raw values | A classified, routed case or a doubtful one with a suggestion |
| After an uncertain result | Left for the next person | Reports an error, nothing more | Searches, compares, repairs or hands to a named owner |
Late event, settled state
A notice that arrives after the record has moved on is logged and closed; the proposal in the AI workflow stays correct.
A case describes two problems at once
Confidence on the primary type is low, so the case goes to the triager with both suggestions shown, and the split is recorded as a correction. The verdict comes from a pairing of the case ID, the model version and the routing rule: absent, matching, differing or ambiguous, all recorded. The result is recorded either way, so the decision can be audited.
A pairing of the case ID, the model version and the routing rule goes in first, then the mapping, then the branches.
Pricing
Build your Salesforce AI Case Classification and Routing price
Pick a package, answer three short questions about how Salesforce data should reach AI Case Classification and Routing, and your price and turnaround move as you choose.
06 · process & getting started
Six steps from manual triage to classified routing
No surprises: six steps, with the output of each one agreed in advance.
- Step 01
Study your cases
We analyze a quarter of cases by type, queue and the corrections agents make.
- Step 02
Approve access
We arrange a least-access link to Salesforce, choose the model with you and set the rules for approval.
- Step 03
Agree the thresholds
Types, queues, confidence thresholds, the review path and the accuracy report are written out and approved first.
- Step 04
Prove it on a copy
For Salesforce AI Case Classification and Routing, every path, including the failing ones, is run against a copy of the AI workflow before production is switched on.
- Step 05
Launch with notes
We launch at a checkpoint, watch the first runs with you, and deliver the written handover.
- Step 06
Live check-in
On this Salesforce AI Case Classification and Routing service, we compare live behavior with the brief and update the handover wherever reality differed.
07 · turnaround
Delivery times for each AI Case Classification and Routing package
Delivery is measured from approved Salesforce access and a confirmed model service.
Clear
6 to 10 business days
Careful
10 to 16 business days
Continuous
16 to 24 business days
08 · before we start
What you bring to the start
A Salesforce login or token that can read what the route needs
A Salesforce org with Service Cloud cases and queues, a quarter of past cases with their final types and the managers who own each queue
Approval to read the Salesforce fields listed in the map
Your current manual steps for this Salesforce event, so we can match them
Who signs off the handover notes at the end
A backup contact for approvals
09 · security and ownership
Secure by being small: few fields, few permissions
We scope access to Salesforce, minimize the prompt and require approval before a proposal becomes an action.
Only what the platforms allow
Every action taken in Salesforce and the AI workflow is one their own documentation supports; nothing relies on an unofficial shortcut.
Scoped, revocable access
The integration user or token carries only the rights the route requires.
A deliberately small payload
Keeping the payload small reduces risk and makes each write to the AI workflow faster to check and easier to repair.
Reconcile, do not resend
For Salesforce AI Case Classification and Routing, a retry reconciles what the AI workflow already holds against what was intended, then writes only the difference.
Minimal logging
Log lines name the record and the result; they do not reproduce the record.
Full handover
You are not tied to us: the configuration sits in your accounts.
10 · verified reviews
What BoldBellows clients say
Verified reviews from business owners who use BoldBellows automations every day, from marketing and sales to support and operations.
AI CRM Automation
Our CRM was barely used because updating it by hand was tedious. BoldBellows automated data entry, tagging, segmentation and follow-ups.
Now the CRM is always up to date and our campaigns are far more accurate. It improved our whole sales pipeline.
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.
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.
AI Translation & Localisation
When we expanded abroad we needed fast, accurate translations. BoldBellows built an AI translation system that turns our content into several languages instantly.
The translations read naturally and suit each culture. We now serve customers in five new countries without hiring translators. BoldBellows helped us go global.
AI HR & Recruitment Automation
Our HR team was drowning in applications. BoldBellows automated screening, skills-based filtering and interview scheduling.
It saves us hours every week and means we only interview qualified people. Hiring is now faster, better organized and more professional.
AI Accounting & Invoice Automation
BoldBellows automated our whole invoicing process: creating invoices, sending reminders and tracking payments.
Late payments dropped sharply, and our accounting team finally has time for strategy instead of repetitive admin. Worth every penny.
AI Data Entry & Reporting Automation
We used to spend hours collecting data and building weekly reports by hand. BoldBellows automated all of it.
The reports are clean, visual and easy to read, and our managers rely on them for quick decisions. Human error is gone and our numbers are more accurate across the board.
AI E-commerce Listings Automation
BoldBellows automated our product listings. The AI writes descriptions, organizes photos and publishes listings across several marketplaces.
It even answers customer questions instantly. Our store looks more professional and sales have noticeably increased.
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.
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.
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.
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.
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.
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.
AI Document & Contract Automation
Onboarding was slow because we wrote every contract by hand. BoldBellows automated the lot: contracts, welcome emails and client setup.
What took 48 hours now takes under 10 minutes, and clients regularly tell us how professional it feels.
AI Social Comment & DM Automation
We get thousands of comments and messages every week. BoldBellows built an AI system that replies instantly, filters spam and surfaces the important ones.
Engagement is up and our page looks active around the clock. It’s like having a full social media team that never stops.
AI Voice Assistant
BoldBellows built a custom AI voice assistant for our customer hotline. It answers questions, books appointments and handles simple requests.
Customers love how fast it is, and our call-centre workload dropped dramatically. One of the smartest upgrades we’ve made.
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.
11 · questions
Salesforce case routing: what service operations teams ask
Before you commit, here is what buyers most often want confirmed.
Why pay for a Salesforce AI route when a connector offers an AI step?
A zap delivers cases in front of the right team in minutes, with unclear ones checked by a person. It leaves you to classify consistently, route by skill and capacity or catch a wrong guess before it matters. It is that layer the packages price.
Who decides the case type?
The flow applies high-confidence suggestions; a person decides the rest.
How is routing done?
Through Omni-Channel by skill and capacity.
What happens to doubtful cases?
They go to a triager with the suggestion.
Are corrections used?
Yes, they are recorded and reported.
Can thresholds change?
Yes, from the accuracy data.
Does it work with existing queues?
Yes.
Do we approve the Salesforce Workflow fields before the build?
Yes. The map says what the model reads from Salesforce and which fields an approved proposal may touch.
Can the Salesforce AI route fit how we already work?
Yes. Each branch of the Salesforce AI route has its own prompt, schema and approver. Prices start at $1,870.
How do prompt changes reach production?
We document each dependency. When a platform alters something, only the records touching it pause, and you are told which. Fixes beyond the review period are priced on their own. If you searched for custom salesforce ai case classification and routing, this is the service that delivers it.
Get every case to the right team without reading it twice
Give your service team routing that is fast and checked
The Salesforce AI route begins at $1,870.
Need something the packages do not cover? Tell us and we will quote it.