Yearly running cost Assuming 12,000 certificates a year
By hand $70K / year 2,000 hours of work
Subscription $2.4K+ / year 3 – 6 months to switch
This workflow $576 / year 1 – 4 hours to adjust Certificate checks How should it receive certificates and where should results go?Compare each supplier COA with your raw-material specification. Choose file uploads or a connection to your quality system.
Check certificates from files Upload certificates and receive a checked report. $864 – 2,520 setup Connect my quality system Automatic intake, lot lookups and approved records. $1,584 – 4,440 setup
Which quality or ERP system should it connect to?Your QMS inspection records Your ERP receiving records Another system (specify below) Your QA team decides on every lot. No automatic release.
What is included Guide prices assume reusable document parsing, specification comparison and review components adapted with AI-assisted development. You supply approved specifications and checked certificates.
Upload certificates and receive a result-by-result report with a review queue. No quality-system writes.
Agree the parameters, units, limit notations and supplier layouts. The connected option adds an agreed mailbox or storage intake, receiving and specification lookups by lot, and approved inspection records in one system.
Accuracy How many out-of-spec results should it catch?Choose targets for catching out-of-spec results and missing tests, reading results correctly and avoiding false alerts.
Specification checks Compare every result with your limits; flag missing tests, wrong lots and expired certificates. ≥98% out-of-spec and missing caught · ≥99% results read correctly Included Fewer missed results More testing and tuning on difficult layouts, units and limit notations. ≥99.5% out-of-spec and missing caught · ≥99.5% results read correctly Setup +$288 – 960 My own requirements Describe your parameters, checks or targets. Quote separately
How accuracy is measured These are acceptance targets, not measured results. Your QA lead labels held-out certificates against your specifications. Missed values count as errors; report flags and false alerts separately.
Targets for your selected checks What is checked Target Results read correctlyCorrect parameter names, results and units divided by all labelled parameters; missed values count as errors. Report each parameter type separately. ≥99% Out-of-spec and missing items caughtLabelled out-of-spec results, missing tests, wrong methods, lot mismatches and expired certificates that are flagged, divided by all such cases. ≥98% Flags that hold upShare of flags that QA confirms on natural samples. ≥90% Certificates assessed without editsCertificates with every result and check correct and no QA correction, divided by all inputs including rejected files. This does not release a lot. ≥85%
Your QA team reviews every certificate during the pilot. Missing tests, wrong methods, lot mismatches and unreadable pages go to a person. A certificate is the supplier's statement; it does not replace your testing.
Speed How quickly do you need each certificate checked?Choose how quickly the checked report should be ready. QA review and release decisions take extra time.
Within 60 seconds Included Within 30 seconds Setup +$72 – 360 Within 15 seconds Setup +$216 – 720
Timing details From certificate received to checked report ready, including queueing and retries. At least 95% of test certificates should meet the target, for certificates up to 2 pages with 1 in progress at a time. Confirm hardware and document limits with your provider.
Running-cost target How much do you want to spend per certificate?Select what your workflow can spend checking each certificate. This may affect the OCR, models and number of checks it uses.
Up to $0.12 Included Up to $0.08 Setup +$72 – 360 Up to $0.05 Setup +$216 – 720
Cost details Reference machine cost: $0.07 – 0.11 per certificate at 1,000 certificates a month. Includes OCR, model calls, retries and allocated hosting, not QA review or system subscriptions.
Your selected budget is a target, not a measured cost. Test it together with your accuracy and speed requirements; a lower budget may require different components.
Your environment Where do you want it to run?Choose where it runs and whether certificate pages or selected fields can be sent to external OCR and AI services.
Run it onMy cloud account My own computer or server AI model accessUse approved OCR and AI services Read files locally, use an approved AI model Keep all processing inside my environment
Data and access details Runs in your own cloud account. Whether any data leaves is decided by the model access option, not by where it runs.
Approved certificate pages go to an OCR service; approved fields go to a named model. The guide running cost assumes this option.
The offline option uses files within your boundary, not external mailbox or quality-system connections. Agree data permissions, retention and access before deployment.
Interface How do you want to use it?Use your existing AI agent, a dedicated quality agent or a review web page. You can choose more than one.
My existing AI agent Let your agent submit certificates and retrieve checked results through MCP tools. Setup +$72 – 240 A dedicated quality agent Use a separate agent to check certificates and explain each flag. Setup +$144 – 480 A review web page Upload certificates, compare results with the specification and export the report. Included
Estimated setup price $864 – 2,520
This guide price is a starting point for your conversation with a provider. Agree the final scope and price directly with your provider.
Your requirements
Workflow Check certificates from files
Accuracy Specification checks
Speed target 60 seconds / certificate
Cost target $0.12 / certificate
Environment My cloud account
Interface A review web page Per input certificate, including certificates that need review.
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