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Smartsheet AI workflow automation that proposes and never overwrites

Smartsheet AI workflow automation that classifies intake rows, extracts details from free text and flags exceptions as proposals a person approves before any cell changes

Smartsheet AI workflow automation helps a team triage a busy intake sheet without handing a model the cells. Smartsheet callbacks leave the values out, dropdown columns accept only the options they define, and API use is metered by the minute. BoldBellows files the row ID with the nonce as the replay key, fetches the row to read the cell values the callbacks does not carry, then fetches only the cells a model needs, validates its structured answer against the sheet's real options, and files a proposal for a person to approve.

View Pricing

From $1,345, paid once. Classify Smartsheet intake rows with AI.

  • Classify Smartsheet intake rows with AI
  • Answers checked against your dropdowns
  • Nothing changes until a person approves
Smartsheet intake rows read by a model that returns validated proposals checked against dropdown options, built by BoldBellows

What the Smartsheet AI route has to show you

  • Eligibility firstonly rows that meet your rule reach the model
  • Trimmed viewthe model sees chosen cells, not the whole sheet
  • Real options onlyan answer must be an existing dropdown value
  • People approvecell changes wait for the approval you choose
  • Stated limitsAnything outside the agreed scope is quoted separately
  • No meter running$1,345 covers design, build, tests and handover; nothing accrues afterwards

B2Before and after

A model with write access to your sheet will fill a cell with a value you never allowed

Give a model write access to an intake sheet and it will put a category in a dropdown column that is not one of the options, extract a date from a sentence that did not contain one, or classify a request from its first line. The mistakes land in cells that people trust. Nobody can say afterwards what the model had read, and a callback retried over a day can ask about the same row again.

Sound familiar?

A category nobody defined

The value was not a dropdown option.

A date that was not there

The model inferred it from a loose phrase.

Classified from the first line

A long request was cut short.

Asked twice

A retried callback triggered a second answer.

No record of why

For Smartsheet AI Workflow, nobody could say what the model had read.

The request budget spent

Reading every cell of every row used the rate limit.

Smartsheet intake with a model that advises and a person who decides

Before

Before Smartsheet to AI workflow automation: manual rows exports, duplicates and broken formulasThe old way: a spreadsheet with a duplicated row, #N/A and #REF! errors and a note asking which row is right.rows (2).csvstatus changes v3.csvrows_export_FINAL_v3.xlsxRowAssigneeCompletedStatus#1048Maya Chen9Done#1049Omar Hale14Done#1049Omar Hale14Duplicate#1050Lena Brooks#N/ADone#1051Sam Ortiz21#REF!Which row isthe right one?
  • Repeats are not recognised
  • A model can write cells directly
  • Nobody can say what it read or why for Smartsheet AI Workflow

After

After Smartsheet to AI workflow automation: one clean workflow that matches SmartsheetThe new way: a five-week calendar grid coloured by daily net progress, from low to high.Completed progress by dayLast 5 weeksMTWTFSS9k13k13k14k18k15k19k19k16k16k20k16kLowHighUpdated live
  • A second delivery resolves to the same proposal via a decision key made of the row ID, the model-run ID and the policy version
  • The model only proposes, and a person approves with Smartsheet AI Workflow
  • Every proposal keeps its inputs, evidence and policy version with Smartsheet AI Workflow

D4How it works

How a Smartsheet row becomes an evidence-backed proposal a person can approve

Judgement comes before writing, and the search comes before creating, for this Smartsheet AI Workflow service.

How Smartsheet to AI workflow automation works: rows in, one clean proposal each, on a scheduleYour Smartsheet sheet sends data through a read-only link to the BoldBellows sync, which removes duplicates and handles status changes, then fills your AI workflow on your schedule.Your SmartsheetworkflowTasks, projects,commentsRowsWorkloadStatus changesBoldBellows syncReads only, writes onceNo duplicate proposalsEdits and status changes updateYour time zone and settingsYour AIworkflowQueues, reportsand a dashboardRead-onlyYour scheduleHow Smartsheet to AI workflow automation works: rows in, one clean proposal each, on a schedule, stacked: your sheet, the BoldBellows sync, then your AI workflow.Your Smartsheet workflowTasks, projects, commentsRowsWorkloadStatus changesBoldBellows syncReads only, writes onceNo duplicate proposalsEdits and status changes updateYour time zone and settingsYour AI workflowQueues, reports and a dashboardRead-onlyYour schedule

1. Read, record, decide

Account, resource and time are captured from the Smartsheet event, and the sheet event is tested against the trigger.

2. Verify, qualify, trim

The callback is verified, the row is tested against your eligibility rule, and only the approved cells are prepared for the model.

3. Propose, approve, record

The model's structured answer is checked against the sheet's options, filed with its evidence, confidence and policy version, and applied only after approval.

E5Inside your workflow

The parts of a governed Smartsheet AI route, and what each does

Intake admits and identifies, Logic builds and places, Oversight reconciles and reports.

Owner dashboard fed by Smartsheet to AI workflow automationOwner dashboard in AI workflow: four KPI tiles, a daily net progress chart and a best sellers list.Owner dashboardLast 14 daysCompleted progress1842+8.2%Rows312+5.1%Avg proposal6+1.4%Status changes64-0.6%Completed progress by day8 Sep21 SepTop projectsDesign review86Quarterly report54Budget sign-off41Vendor review37Bug fix29

Intake

Eligibility gate

Stops anything outside the agreed scope at the door and records what it stopped.

Intake

Stable identity ledger

Gives every Smartsheet proposal an identity made of the object, the model run and the policy, then stores the decision under it.

Intake

Schema-aware mapper

Checks each mapped value against what the AI workflow accepts before a write is attempted, for this Smartsheet AI Workflow service.

Logic

Eligibility gate

Tests each row against your rule and its current cells before anything is sent to a model.

Logic

Row-and-run guard

Keys every proposal to the row ID and the model run, so a repeated callback returns the proposal already filed.

Logic

Policy and approval matrix

Decides, by column and confidence, whether a proposal is shown, auto-filed or sent for approval.

Oversight

Decision register

Reviews both systems on a timer so a slow drift does not stay hidden, in the Smartsheet AI Workflow service.

Oversight

Prompt and policy drift monitor

Flags a changed prompt, model version or policy before results quietly shift, on the Smartsheet AI Workflow service.

Oversight

Review queue

Surfaces ambiguous matches and permission failures for a quick human decision.

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G7Who it is for

Designed for finance teams running close checklists in Smartsheet and for the people who classify intake rows, extract details from free text and flag exceptions faster

Smartsheet holds the work; a model can help read it, as long as a person decides what changes.

Intake owner

"A first pass, not a bot in charge."

The model proposes a category and details, and you approve them.

Security lead

"Know what leaves the sheet."

Only the approved cells reach the model, and each request is recorded.

Operations lead

"Pull the details out of free text."

The model proposes extracted dates and amounts, with the evidence quoted, for you to confirm.

Sheet owner

"Show me why it chose that value."

In the Smartsheet AI Workflow service, each proposal carries its inputs, evidence, confidence and policy version.

Agency lead

"Each client has rules."

Policies and approvers are set per client sheet, so nothing crosses clients.

Founder

"The benefit without the risk."

Eligibility, validation and approval keep the model on a short lead, in the Smartsheet AI Workflow service.

Scope is proposals, approvals and policies

Choose the parts of your Smartsheet AI route, and watch the price build

Intake begins at $1,345.

View Pricing

One setup fee

I9Your options

An AI step inside an automation and zaps versus an intake-proposal route

Each can ask a model.

Comparison table: An AI step inside an automation and zaps versus an intake-proposal route
How a run startsAn AI step inside an automationA basic connector with an AI actionOur intake-proposal route
What starts the workWhoever sees it firstEvery event, in any orderA qualifying sheet event confirmed against Smartsheet state
How identity is decidedBy whoever remembersThe last value seenA decision key: row ID, model-run ID, policy version
What reaches the AI workflowText retyped by handAn untyped bundleA validated proposal with its evidence, confidence and approval state
After an uncertain resultA spreadsheet of mismatchesSends the same request againLooks before it writes again
By handstops to export, copy, paste, fixAutomatedno stops · every 15 minutes

Out-of-sequence updates

The route keeps the latest confirmed state for each record and refuses to let an earlier event replace it.

The model proposes a dropdown value that does not exist

The proposal fails the allowed-values check, is logged with the reason, and the row goes to its owner for a human decision. A lookup by a decision key made of the row ID, the model-run ID and the policy version gives one of four verdicts, and each verdict has its own prepared response. The decision to create follows the search, never precedes it.

The route is only as reliable as a decision key made of the row ID, the model-run ID and the policy version, which is why it is designed first and tested hardest.

Pricing

Build your Smartsheet AI Workflow price

Pick a package, answer three short questions about how Smartsheet data should reach AI Workflow, 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 Smartsheet to AI Workflow route.

A focused production route for one Smartsheet event family and one governed AI decision queue, delivering governed AI proposals for Smartsheet rows: classification, details extracted from free text and exception flags, each checked against the sheet's dropdown options and held for approval with identity, evidence and failure controls from day one.

  • One approved Smartsheet event family and business-state admission rule within the Smartsheet AI Workflow service.
  • One authorized account, workspace, organization, or base boundary within the Smartsheet AI Workflow service.
  • One AI Orchestration object contract with field and relationship mapping within the Smartsheet AI Workflow service.
  • Stable matching through sheet ID plus row ID and source object ID plus model-run ID and policy version
  • Tests for duplicates, stale events, malformed data, denied access, and timeouts within the Smartsheet AI Workflow service.
  • Implementation map, test record, and premium PDF operations handover within the Smartsheet AI Workflow service.

Adds branching, existing-record matching and a bounded historical pass for teams whose Smartsheet signals need more than one approved path, while still delivering governed AI proposals for Smartsheet rows: classification, details extracted from free text and exception flags, each checked against the sheet's dropdown options and held for approval.

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

Adds reconciliation, drift detection and an aged-exception report for teams that now depend on governed AI proposals for Smartsheet rows: classification, details extracted from free text and exception flags, each checked against the sheet's dropdown options and held for approval every day.

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

For the Smartsheet AI Workflow 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 Smartsheet changes should be allowed to start an AI decision?Required

Governed lifecycle set: Use this when several documented Smartsheet states must converge on one decision record.

How should a Smartsheet record that already has an AI decision be recognised?Required

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

What should happen when an AI-proposed action can't be confirmed?Required

Managed repair case: Add ownership, a live-state comparison and an approved replay decision to every uncertain action.

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.

J11The process

Six steps to a governed AI route for your sheets

You see something concrete at every one of the six steps.

  1. Choose the decisions

    We agree which sheets the model may read, what it may propose, such as a category, extracted details or an exception flag, and who approves each kind.

    Day 1
  2. Approve access

    We set up read access in Smartsheet, choose how the model is reached and agree what every decision record will contain.

    Access review
  3. Agree cells, policy and approvers

    The cells the model sees, the policy for each proposal type and the approver for each are written down and signed off.

    Build phase
  4. Check the failure paths

    In the Smartsheet AI Workflow service, we confirm that a duplicate, a stale event and a denied request each end in the right outcome in a test the AI workflow.

    Before you review
  5. Launch with notes

    The last step is release: a defined start, a review window and a PDF you can keep.

    Release day
  6. Keep an eye on it

    After go-live the route is watched for drift, permission changes and unusual volumes.

    Day 1
Handover for Smartsheet to AI workflow automation: notes, a checked run and a health checkHandover timeline: brief, map, build, test, hand over and a week of support, with the current step highlighted.From first brief to a workflow that runs itself1Brief1 page2MapFields3BuildSync4TestEdge cases5Hand overPDF pack6Support1 weekClear scopeSet onceTested on real rowsZero duplicatesOwned by youPlain notes

K12Turnaround

How long the AI Workflow packages take

Days are counted from approved Smartsheet access and model setup.

Intake

6 to 10 business days

Logic

10 to 16 business days

Oversight

16 to 24 business days

L13Getting started

What we ask of you

Authorisation to reach the Smartsheet objects in scope

Admin access to the Smartsheet sheets in scope, plus the model service you have approved

A Smartsheet login or API key for the account, scoped to this route

A short description of what done looks like in the AI workflow

A list of existing the AI workflow records the route must not touch

Agreement on how quickly exceptions need an answer

M14Safety and ownership

What crosses is written down, and so is how to switch it off

The model is given a bounded view of Smartsheet, and its answer is validated and approved before the route acts on it.

Read-only Smartsheet to AI workflow access: your data stays yoursAn AI workflow covered by a padlock with a note that you own it and access is read-only.Rows (read-only)You own itRead-only access

No plugin, no patch

Nothing is added to Smartsheet or the AI workflow themselves. The route connects at the documented edges and stays there.

Scoped, revocable access

Permissions are written down, minimal and reversible.

Masked where needed

Values that should not be visible downstream are dropped or masked first, with the decision written into the handover.

Uncertainty is investigated

In the Smartsheet AI Workflow service, a lost reply opens a check against the AI workflow.

Minimal logging

Evidence of a run is kept as references, not as copies of data.

Full handover

The PDF names each rule, credential and owner so your admins are never guessing.

N15In their words

What BoldBellows clients say

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

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.

Sarah MüllerVerifiedZurich, Switzerland

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 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

P16FAQ

Smartsheet and AI workflows: questions from teams that want control

We collected the questions that decide most purchases and answered them.

PriceTimeAccessHandover?Every question, answered
What does this add over a Smartsheet AI action in a connector?

You can get a model write on every row from a no-code recipe. Such a recipe will not read only the cells a model needs, validate its answer against the sheet's dropdown options and let a person approve every change. Filling those gaps is most of the job.

Can the AI change my Smartsheet cells by itself?

No. The model only returns a proposal. Anything that changes a cell waits for the approval step you choose, and low-risk proposals can be shown without being applied.

What Smartsheet content does the model see?

Only the cells on an approved list, such as the request text and chosen columns.

Can the model invent a dropdown value?

No. Anything else is rejected and the row is sent to a person.

Which model do you use?

For Smartsheet AI Workflow, the route works with the model service you approve.

Can it extract details from free text?

Yes. It can propose a date, an amount or a category from a request, with the evidence quoted, for a person to confirm before the cell is written.

What happens when Smartsheet repeats a callback?

The row and the model run are keyed together, so a repeat finds the proposal that exists and never asks the model again.

Can we limit the model to a few Smartsheet fields?

A signed field map comes with every build: what the model sees, what it may propose and what only a person may change in Smartsheet.

Can the AI route handle exceptions our way on the Smartsheet AI Workflow service?

Yes. A custom Smartsheet AI route is the normal case, not the exception, and packages start at $1,345.

What if Smartsheet retires a feature we use?

The handover lists every interface the route uses. If one changes, the affected item stops and is flagged instead of being written from a guess. Repairs after your review window are quoted separately. Related searches this service covers include automate smartsheet with AI and custom smartsheet AI automation.

Q17Let a model do the first pass, and keep control

Give your sheets AI help with a person in charge

We design the Smartsheet AI route around it, starting at $1,345.

  • From $1,345, paid once
  • People approve
  • Real options only
  • No monthly fee from us

Unusual volumes or extra systems are quoted on request.