WORK REPORTS
AUTOMATED JOB REPORTING
From the sheet filled in on site — paper, photo or Excel — to hours, materials and work posted to the job. Zero re-keying, zero transcription errors: job costing and invoicing no longer wait for the paperwork to come back.
data posted to the job
hours and materials
extracted data
per crew or form
THE JOB ENDS ON MONDAY.
THE PAPERWORK ARRIVES ON FRIDAY.
The work report already holds everything: hours, materials, work done, the customer's signature. It is written on a paper form left in the van, or in a spreadsheet each crew has adapted its own way. Between the job carried out and the data needed to cost and invoice it sits a manual step nobody has ever managed to remove.
The report travels slower than the work
The sheet comes back to the office at the end of the week, sometimes at the end of the month, at best as a photo in a chat. Until it is keyed in, the job stays open, the cost report is incomplete and the invoice does not go out — for work finished days ago.
Every crew fills it in its own way
Different pre-printed forms per department, spreadsheets with columns added over the years, free-text lines, times written as "8:30–17 + travel", material abbreviations only their author understands. No fixed template survives that variety for long.
The same sheet, keyed in three times
Hours go into the timesheet and onto the job cost, materials have to be issued from stock, the work done goes onto the customer invoice. Whoever handles reporting opens three screens and re-types the same report, with a chance of getting a line wrong each time.
Until the work report is posted, those hours do not exist: not on the job cost, not in stock, not on the invoice.
THE SOLUTION, STEP BY STEP
RIV4 manages the entire work report cycle autonomously, involving the back office only when strictly necessary.
Document acquisition
Photo from the technician's phone, office scanner, PDF or Excel file.
Smart segmentation
Splits multi-report scans automatically.
Data extraction
Captures customer, job, hours, materials and work done.
Job matching
Checks data against open jobs, master data and rules.
Human review
Only exceptions are sent to the operator.
System update
Validated data updates job costing, stock and invoicing.
READING THE WORK REPORT IS EASY. COSTING IT IS NOT.
Any OCR engine can pull text off a sheet. The real bottleneck in job reporting is working out which job, which rate-card item and which stock code a line handwritten by a technician at the end of the day actually refers to.
As written on the work report
As your system needs it
Handwritten, not printed
Different hands, abbreviations, lines crossed out and rewritten, figures corrected on top of other figures. RIV4 is built to read them, and when confidence is low it holds the line and shows it to the operator instead of posting it.
Hours, not just numbers
Start and end times, breaks, travel, overtime, standby. RIV4 converts them into the categories you use, applying your own rounding and classification rules, so the line lands in the timesheet instead of raising an exception.
Every crew its own form
No template to configure per report layout: a new form, or the spreadsheet a site supervisor has reworked, works from day one. Material abbreviations confirmed by the operator are learned and recognised next time round.
The system becomes more accurate with every work report it processes, crew by crew, customer by customer.
WRITES INTO YOUR EXISTING SYSTEM
RIV4 is not an ERP, a job management system or a time & attendance system, and it replaces none of them. It sits upstream of your system and delivers validated hours, materials and work done through native APIs, connectors or middleware — the same integration model already running on SAP, Microsoft Dynamics 365 Business Central, Zucchetti and TeamSystem environments.
…and any ERP, job management or time-tracking system exposing an API or a supported integration layer.
INDUSTRIES SERVED
Building Services & Maintenance
Service crews and maintenance engineers who close every call-out with a report signed by the customer, to be turned into hours, spare parts and an invoice.
Construction
Contractors running several sites at once, reporting crew hours, plant and materials for progress tracking and interim payment applications.
Facility & Services
Cleaning, security and property management firms with staff spread across many sites and attendance sheets filled in on location.
Industry & Manufacturing
Make-to-order manufacturers costing shop-floor hours, machine downtime and materials used from paper production forms.
Engineering & Technical Practices
Engineering practices billing on a time basis, which have to allocate hours, site visits and travel to the right job.
Utilities & Telecoms
Networks run with in-house crews and subcontractors, where every field intervention produces a report to validate before payment.
WHAT CHANGES IN JOB REPORTING
Work report automation produces results that are visible from the first invoicing cycle and measurable against your own baseline.
Same day
The job closes when the work ends
The report is processed as soon as it arrives, even as a photo from site. Job costing and invoicing no longer wait for the sheets to come back at month end.
-80% time
The back office stops re-keying
Reporting staff review exceptions instead of transcribing hours and materials. The same team absorbs workload peaks without extra headcount.
< 1% errors
Hours and materials that add up
Unbilled hours and materials never issued from stock surface immediately, not at job close when the margin has already been lost.
STOP RE-KEYING WORK REPORTS BY HAND
Book a demoFAQ
Everything you need to know about work report automation
Common questions about work report automation and AI-driven job reporting with RIV4.
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Work report automation uses AI to read a work report — paper, photo, PDF or spreadsheet — and turn it into structured data that updates your business system: hours posted to the job cost, materials issued from stock, work done ready to invoice. Instead of someone in the back office re-typing it line by line, RIV4 extracts every field, checks it against open jobs and master data, and hands over data already shaped for the system that has to receive it.
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Yes. RIV4 is built to handle handwriting, abbreviations, overwritten corrections and margin notes, not just printed text — the norm on reports signed on site or in front of the customer. Low-confidence sections are flagged to the operator for a quick check instead of being posted automatically, so accuracy is never traded for speed.
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Yes. RIV4 does not rely on a fixed template per report layout: it uses document understanding models trained to recognise what a field means — date, customer, job, hours, material — regardless of where it sits on the page or how the form is laid out. A new form, or the spreadsheet a site supervisor has reworked, works from day one, with no template to configure.
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They are handled like any other source. The file does not have to follow a set structure: columns added over the years, free-text rows, multiple sheets and merged cells are not an obstacle. The output is identical to that of paper reports, so paper and spreadsheets converge into a single flow instead of requiring two separate back-office procedures.
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It matches the references on the document — job number, customer name, site address, plant name — against your open jobs and master data in real time. Where the match is unambiguous the data is posted; where it is not, the line is shown to the operator with the possible alternatives, rather than being charged to the wrong job.
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RIV4 normalises what is written on the sheet — start and end times, breaks, travel, standby — into the categories you use, applying the rounding and classification rules defined at setup. The result is a line already compatible with your timesheet, not text somebody still has to interpret.
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No. RIV4 is not an ERP, a job management system or a time & attendance system, and it replaces none of them. It sits upstream of the system you already use and feeds it validated hours, materials and work done through native APIs, connectors or middleware — the same integration model already running on SAP, Microsoft Dynamics 365 Business Central, Zucchetti, TeamSystem and other business systems.
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Because RIV4 needs no training dataset and no template per report layout, most teams go live within a few weeks — the main variable is the connection to your business system, not teaching the system to read documents. Early volumes are typically monitored closely before the flow runs fully unattended.
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RIV4 never guesses silently. When a value is ambiguous — an illegible figure, an abbreviation never seen before, two equally plausible jobs — the line is held and shown to an operator with the possible alternatives and a confidence score. The operator's choice is recorded, so the same case resolves automatically next time it comes up.