Forms Completed Faster
The form an employee needs, opened in seconds. Submissions tracked without app-switching. New forms built from a one-sentence description, not an hour in a field-builder. Mostly read-only, with two admin-only build tools — same source of truth as the Forms app.
Why Forms Work Breaks Down On Both Sides
Forms Agent fixes the four specific failures that make employees avoid forms and admins dread building them — without replacing the Forms app or changing how submissions route.
Employees Don't Know Which Form To Use
The form for travel reimbursement, the form for expense reports, the form for client-funded travel reimbursement — they all sound the same in the directory. Employees pick the wrong one, or ask HR which one to use, or just give up.
Forms Get Half-Filled And Abandoned
The employee starts the form in tab 3, goes back to their task in tab 1, and forgets. The half-filled form sits as a draft for weeks. The work it was supposed to capture happens anyway — outside the system.
Approvers And Submitters Lose Track Of Status
"Did my expense report get approved?" is the question approvers and submitters both hate. Submitters chase, approvers context-switch, and the actual work waits on a status check that should be one ask away.
Admins Spend Hours Hand-Building Forms In Configurators
Drag-and-drop builders are great when you build one form a quarter. When HR or ops needs ten forms by Friday, every minute spent in a configurator is a minute not spent on the thing the forms are supposed to support.
PDFs From Vendors And Agencies Get Re-Typed By Hand
The new vendor onboarding packet, the agency intake form, the compliance attestation — they arrive as PDFs and someone in ops sits down and rebuilds them field-by-field in the Forms configurator so they can be filled digitally. That's a full afternoon for every PDF, and the digital version always misses a checkbox or mis-types a label. The agent extracts the fields and the labels from the PDF directly, so the configurator step is cleanup instead of construction.
Form Data Lives Past The Submission But Nobody Can Query It
Five hundred submissions to the safety inspection form sit in the system over the year. Anyone asking "which sites failed Q2?" or "how many incidents involved equipment X?" has to export everything to a sheet and pivot it manually. The submissions are structured data already — they should be queryable in chat without the export-and-pivot dance.
Forms Agent At A Glance
AI Forms
PDF and plain-language form creation. Vision-powered.
Inside Forms Agent — The Actual Capabilities
Every block below maps to a real tool the agent uses against your Forms app data. Employees see only forms they have access to; admins keep control of who can build, edit, and approve. Every action is logged to the audit trail.
Find The Right Form And Open It For Submission
Employees ask "what form do I need for travel reimbursement?" and the agent surfaces the right one — with field requirements, instructions, and a one-click open. No more digging through the Forms directory or asking HR which template to use.
- List forms the user can access or has created — filtered by "available to me" or "my forms."
- Get form details — fields, validations, instructions — before the employee starts filling it out.
- Open a form for submission — returns a direct link to the form ready to complete.
- Permission-aware — employees only see forms their role allows; restricted forms stay restricted.
Track Your Submissions And What Still Needs Your Action
Employees ask "what's pending my approval?" or "did my expense report get reviewed?" and the agent answers from the live Forms data. No more reminding the employee to check the Forms app — the answer comes back where they're already working.
- List your recent submissions — filtered by status (draft, submitted, under review, approved, rejected).
- Check submission status for a specific form — approval progress and reviewer comments in one response.
- List forms needing your action — surfaces every form waiting on your input or approval.
- Notifications without app-switching — pending items appear in Ask AI alongside everything else.
Build Forms In Plain English, Not A Form Builder
Admins describe what they need — "an employee feedback form with rating scales for our Q2 review" — and the agent generates a complete form with suggested fields, validations, and layout. Manual form-building still works; AI generation is just faster for the 90% of forms that follow common patterns.
- AI-generate a form from a natural-language description — survey, feedback, application, checklist, or assessment.
- Field suggestions and validations applied automatically based on form type and intent.
- Manual form creation still supported — admin/manager only, with full control over field definitions.
- Improvement suggestions on request — the agent flags missing required fields or accessibility gaps.
Extract Data From Documents Into A Form, Automatically
Paste in a résumé, an email thread, or a document — the agent reads it and pre-populates the matching form fields. Recruiters fill in candidate intake from a single CV paste; managers turn an email request into a structured ticket without retyping.
- Extract structured data from résumés, emails, documents, or clipboard text into a target form template.
- Source-type aware — the agent uses different extraction strategies for résumés vs. emails vs. raw docs.
- Confirmation before submission — extracted values are shown for review, not auto-submitted.
- PII protection on every prompt — emails, phone numbers, and IDs are masked before the LLM ever sees them.
Outcomes Teams Can Measure
The agent is built to compress two separate workflows — employees getting forms submitted, and admins getting forms built. Measure both against your pre-agent baseline.
- Form completion rate — share of started forms that get submitted instead of abandoned.
- Form abandonment — how often a draft form sits unsubmitted for more than 7 days.
- Time to first submission per form type — how quickly employees find and complete the right form.
- Approval cycle time — median + p95 days from submission to approved/rejected.
- Admin form-build time — minutes spent building a form with AI-generation vs the field-by-field configurator.
Mostly Read-Only, Two Admin-Only Build Tools
Forms Agent has 9 tools. Seven are read-only — find, get details, open for submission, list your submissions, check status, list forms needing your action. The two write tools build forms and require admin or manager role. End users cannot create, edit, or delete forms through the agent.
- 2 build tools, admin-only — create_form (manual field definitions) and ai_create_form (natural-language generation) require admin or manager role.
- Submitting a form is a navigation — submit_form returns a link to the form for the employee to fill out and submit themselves. The agent never submits on a user's behalf.
- PII protection on extraction — when extracting data from documents into a form, emails, phone numbers, and IDs are masked before the LLM call.
- Audit trail on every action — read or write, every tool call captures the requesting user, the tool used, and the parameters.
WHAT TEAMS TRY INSTEAD
The four alternatives — and why none of them route to your approval flow or query your submissions
When ops needs ten forms by Friday or an employee can't find the right form, they reach for one of these four. None of them build a form from a PDF in seconds, query 500 submissions in chat, or route the result into the platform's approval graph.
Pasting a form draft into ChatGPT, Claude, or Copilot
General-purpose AI producing form-shaped prose
- Forms Agent ships the actual form — not a markdown layout the admin has to rebuild in a configurator
- PDF vision extracts fields and labels directly into the Forms app; ChatGPT outputs a list to retype
- Submissions become queryable in chat ("which sites failed Q2?") instead of an export-and-pivot exercise
Typeform AI, Google Forms AI, Jotform AI, Microsoft Forms Copilot
Vendor-trapped form-builder AI in a single silo
- Routes submissions into the platform's approval, notification, and audit graph — not a separate forms vendor's pipeline
- Joins submissions with Employee Data, Inspections, and Worklog so analytics aren't trapped in a vendor dashboard
- Frontline users complete forms in the same mobile app they use for shifts and pay — no separate vendor account per employee
Custom-built form engine
An engineering team's six-month build, then forever maintenance
- Shipped already — engineering doesn't have to rebuild field types, conditional logic, or PDF ingestion
- PII-masking on extraction is built in; DIY builds either skip it or roll their own
- Inherits new field types and new build tools as the platform evolves
The manual fallback — "HR rebuilds the PDF in the configurator"
The default when AI tools fall short
- PDF-to-form takes seconds instead of an afternoon of click-by-click reconstruction
- The "which form do I use" question answers in chat instead of an email to HR
- Status questions ("did my expense report get approved?") answer themselves instead of pinging the approver
PLATFORM LEVERAGE
Forms Agent inherits everything the platform already runs
A custom forms agent has to plumb each of these. Forms Agent gets them for free.
Cross-app data plane
Submissions feed Inspections, Onboarding, Worklog, and Sheets — one chat surface, no separate forms vendor to integrate.
Role-gated builds
AI-create and manual-create writes require admin or manager role. Employees submit; admins build. The agent enforces it server-side.
Audit trail & retention
Every build action, every submission lookup, every analytics query logs to AiApiLog with the same retention as the rest of the platform.
Translation in 100+ languages
Forms render and submissions parse in 100+ languages — same translation service that powers Chat and Policies.
Mobile-first submission
Frontline employees find, fill, and submit forms from the same mobile app they use for shifts and pay — no separate forms vendor app to download.
RubyLLM-grounded model tiering
Find-a-form runs on nano; PDF vision extraction and one-sentence form generation route to very-large. Automatic per call.
INDUSTRY FIT
Industries where forms AI moves the most weight
Forms Agent shines wherever form volume is high, PDFs arrive from outside parties, or submission data is queried as analytics.
Healthcare
Patient intake, credentialing, and safety attestation forms build from PDFs in seconds — submissions queryable for compliance reporting.
Manufacturing
Safety inspection, near-miss, and equipment-check forms generate from a one-sentence ask — and "which sites failed Q2?" answers in chat.
Public Sector
Permit applications, grievance forms, and constituent intakes work for staff and external submitters — FedRAMP-eligible deployment keeps everything in the tenant.
Retail
Store-incident reports, refund-approval forms, and seasonal-hire intake build fast and route to the right approver without IT involvement.
Hospitality
Guest-incident forms, property-condition checks, and event-setup requests work from a property staffer's phone — no laptop, no helpdesk.
Financial Services
KYC packets, account-change forms, and audit attestations build from regulator-supplied PDFs and submit with the audit trail compliance asks for.
WHY MANGOAPPS WINS
An embedded forms agent beats a Typeform copilot, a horizontal chatbot, or a DIY engine on every axis
The argument ops, HR, IT, and finance all share — and the one a single-vendor forms AI structurally cannot answer.
Cheaper than the alternatives
No per-seat Typeform/Jotform license per submitter, no per-seat ChatGPT license, no six-month DIY engine, no ops headcount soaked by configurator clicks.
More secure
PII masking on extraction; admin-only build tools; submissions inherit the platform's audit and retention. Nothing leaves the tenant.
Easier to deploy
Already deployed if Forms is enabled. Turn the agent on and PDF-to-form lands the same day.
Easier to use
One chat surface for "find the right form," "what's the status?", "build me a form from this PDF" — no portal hopping.
Easier to manage
Field types, approval routing, and retention policy live in the same admin console as every other app. One audit log, one access model.
Easier to extend
New field types and new build tools ship as new agent capabilities — no DIY rewrite, no Typeform plug-in port.
AI is actually better
A vendor copilot can build a form. Only Forms Agent can also see the submitter's role, the linked Inspection record, and the prior submissions — and act on all of them.
At our head office within HR, marketing, and finance, we use ChatGPT quite a bit, and MangoApps AI Helper is a useful tool for us. As I go around to the stores, I’ve been showing them how the AI Intranet Helper can find things and answer plain language questions about our resources, and they’re quite excited about that.
Alison van Zijl
Head of Human Resources
Full House
Customer Success
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Frequently Asked Questions About Forms Agent
9 tools across form discovery, submission, tracking, and admin building — list forms (mine or available), get form details, open a form for submission, list my submissions filtered by status, check a specific submission's status, list forms needing my action, create a form manually (admin), AI-generate a form from a one-sentence description (admin), and extract structured data from documents into a target form template.
No. submit_form returns a link to the form for the employee to fill out and submit themselves — the agent never auto-submits. Submissions go through the same review, approval, and routing paths the Forms app already enforces.
Only with admin or manager role. create_form and ai_create_form both check the user's role before running. End users can find and submit forms; only authorized roles can build them. There are no agent tools for editing or deleting existing forms — those happen in the Forms app UI.
Form completion rate (started → submitted), form abandonment rate, time to first submission per form type, approval cycle time (median + p95), and admin form-build time using AI generation vs the manual configurator. Compare against your pre-agent baseline.
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