Custom AI agent · Documents & Data
AI Form Data Entry Agent
Turn submitted forms into usable records.
Extract and organize submitted form data into reliable records with clear exception handling.
- Convert incoming forms into structured records your team can use.
- Apply consistent field mapping and validation across form versions.
- Route incomplete or ambiguous submissions for human review.
Starting at $300 USD/month
Starting price is $300 USD/month. Your final proposal depends on form types, systems, volume, review rules, integrations and ongoing support.
What is an AI form data entry agent?
An AI form data entry agent turns completed web, PDF or scanned forms into structured records for the systems your team already uses. It identifies fields, maps them to your approved schema, normalizes values and flags missing or ambiguous information instead of silently guessing. Tranki configures the agent around your forms, validation rules and review process.
What it can capture
Recognize approved layouts
Recognize fields across approved form layouts, versions and submission formats.
Map form fields
Map labels, checkboxes, repeated sections and selected values to your target record structure.
Normalize and validate
Normalize dates, phone numbers, addresses, identifiers and other agreed field formats.
Route exceptions
Send low-confidence, incomplete or conflicting entries to a review queue with source context.
Where it can help
Customer and service intake
Turn inquiry, onboarding and service request forms into consistent CRM or operations records.
Claims and case submissions
Capture claim details, attachments and structured responses while highlighting fields that need review.
Internal operations forms
Process surveys, inspections, approvals and recurring data-entry forms into a shared schema.
How it works
A step-by-step workflow your team can review before launch.
Define the target record
We agree on the destination fields, accepted formats, required values and exception rules.
Inspect incoming forms
The agent identifies the form version and locates fields, selections, tables and supporting documents.
Extract, map and validate
Values are transferred into the target schema, normalized and checked against your rules.
Review or export
Exceptions are routed with source references, while approved records move to your selected system.
Built around your business
What we configure
- Field mapping and destination schemas for your CRM, database, spreadsheet or workflow platform.
- Validation rules for required fields, formats, ranges, duplicate checks and conditional logic.
- Confidence thresholds and human-review queues for sensitive or ambiguous submissions.
- Integration scope for email, forms, storage, APIs and downstream record systems.
What we need from you
- A representative sample of the forms and document variations the agent should process.
- A defined target schema or destination record format.
- Examples of accepted values, formatting rules and cases that require human review.
- Access to approved systems or an export location, subject to your security requirements.
Clear boundaries before launch
What it will not do
The agent does not invent missing values; it marks them as missing or sends them for review. It does not approve claims, applications or business decisions without an authorized human process. Signatures, identity checks and high-impact decisions require your designated human controls. Only fields and sources included in the agreed scope are processed.
How success is measured
We can measure extraction accuracy by field, validation-pass rate, exception rate, review turnaround time and the share of submissions reaching the destination without manual re-entry.
Frequently asked questions
What types of forms can it process?
It can be configured for approved web forms, PDFs, scanned forms and structured submissions, depending on image quality, layout consistency and the required integrations.
Can it handle different versions of the same form?
Yes. We can configure form-version detection and map equivalent fields across layouts, with uncertain matches routed for review.
Will it enter data directly into our system?
That can be included when the target system exposes an approved integration or API. Otherwise, the agent can produce a structured export for your existing process.
How does it handle blank or unclear fields?
It leaves the value unresolved, records the reason and routes the submission according to your review rules rather than fabricating an answer.
Can we decide which fields require human review?
Yes. Required fields, confidence thresholds, sensitive fields and conditional review rules are part of the customization scope.
Does the agent make approval decisions?
No. It prepares and validates data according to your rules; an authorized person or your existing decision system remains responsible for approvals.
What does the $300 USD/month starting price include?
It is a starting point for a tailored implementation. Final pricing depends on form complexity, volume, integrations, security needs, review workflows and support.
