Engineering
Query every drawing and record before your next HAZOP
Corvic reads the P&IDs, vendor datasheets, work orders, inspection reports and tap cards your teams keep retyping. It answers in the template each team already loads. Every value links to the sheet, page or record it came from.
Accounts are free. No credit card needed.
Or find your team6 teams · 6 record types
Every answer citedOne index, every answer cited
Corvic index
Each row keeps its sourceEach row keeps its sheet, page or record
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rows
Reading records from six teams
Scans, PDFs and free text become rows that point back to the source.
The shared problem
Every engineering team retypes records it can't trace
The documents change from team to team. The pattern holds. Records sit in scans and free text, someone copies them by hand into the next system, and nobody can say where a value came from.
01
The data is trapped in scans and free text
P&IDs are scanned images. Vendor datasheets are PDFs. Work orders read like "hyd pump lkg, replcd seal." NIST researchers found work orders "largely sit untouched" because the text is too messy to analyze (2021).
02
Every system wants it retyped
The CMMS load sheet, the owner's handover register, the GIS and the 8D form each want the same values in their own layout. Autodesk and FMI tied 14% of construction rework worldwide in 2020 to bad data.
03
Sign-off needs a source nobody kept
A HAZOP, a handover acceptance, an 8D and a state inventory filing all ask where a value came from. In a 2010 study of 78 design engineers, 14% of working time went to searching for information (Robinson, JASIST).
Teams
Find your team and the records Corvic reads for it
Each card names the documents that team handles and the jobs Corvic does with them. Process plants have a full page. The other cards open the agent, playbook or case study closest to that work.
Process plants
Full pageDecades of P&IDs exist only as scanned sheets. PHA revalidation is due every 5 years under OSHA 1910.119, and the CMMS register no longer matches the drawings.
- Equipment list, instrument index and line list from scanned sheets, each row cited to sheet and zone
- Lines traced across off-page connectors for HAZOP nodes and MOC reviews
- Drawing versus register check that ends in a change file
EPC and design firms
The owner's handover spec wants tag-linked data. Vendor datasheets and manuals arrive late, as PDFs, in every template, and someone retypes them before close-out.
- Fill the owner's attribute template from vendor datasheets, with the page for each value
- Link each document to its equipment tag and list what the package is missing
- Check datasheet values against the instrument index and line list
Reliability and maintenance
Years of work orders sit in SAP PM or Maximo as free text. Failure codes are blank or "other", so repeat failures hide in the notes.
- Read work order notes and assign failure mode, cause and action
- Line up historian trends, work orders and inspection records into one RCA timeline
- Flag sensor deviations that came before past failures
Manufacturing quality
An NCR or customer complaint means pulling MES logs, SPC charts, CMM results and supplier certs from separate systems. The 8D waits on the data.
- Join machine logs, inspection results and lot genealogy for one defect
- Rank likely causal factors with the records behind each one
- Draft the 8D root cause section with a citation on every claim
Water utilities
Service line material sits on tap cards, permits and old distribution maps. EPA notes tap cards are often handwritten. The LCRI baseline inventory is due November 1, 2027.
- Read scanned tap cards and permits into a service line table with address, material and install date
- List every line still marked unknown, with the record that left it unknown
- Send unclear entries to review with the card image beside them
R&D and product engineering
Test reports, papers and prior art pile up as PDFs. Comparing results across them means rebuilding the same table by hand before every design review.
- Pull tables and figures from test reports and papers into one comparison matrix
- Run a prior-art search and map claims feature by feature against a disclosure
- Cite the report, table or patent number behind every statement
Try it
One question from each team, answered with its sources
Pick a team. Corvic reads that team's records and answers in the layout they use, with a source number on every row. Companies and values are fictional.
Northfield Chemical · Unit 200 · sample data
Trace line 4"-P-2012-A1A from FV-205 to where it ends, across sheets
- 1200-PID-201 Rev DScanned PDF
- 2200-PID-202 Rev CScanned PDF
- 3Line list, Unit 200Excel, rev 7
The line leaves sheet 201 through connector TO 202 and ends at stripper T-202, tray 12. The line list still carries the old pipe class.
Line trace for the HAZOP node file, plus 1 mismatch sent to the line list owner
Select a source number in the answer to see which record it came from.
How Corvic does it
Four parts of Corvic your teams work through
Corvic reads documents where they already sit. No drawing migration and no new engineering tool.
Reads scanned P&IDs, vendor datasheets, tap cards and inspection reports, from PDFs, scans and photos. Each field becomes a row that keeps its page.
Learn moreLinks tags, work orders, lots and service lines in one knowledge graph. Engineers ask across every drawing and record, not one file at a time.
Learn moreRun the same extraction and check on each new revision, handover batch or work order export, on a schedule. Start from P&ID Analysis or Patent Analysis.
Learn morePick the model for each job and swap it in config. Agents only see the sources each person can already open.
Learn moreProof
Tested on real drawings and real plant data
In June 2026 we scored Corvic, Claude Opus 4.8 and ChatGPT GPT-5.5 blind on two sheets from a real unit drawing. Corvic ranked first on both. In manufacturing, Corvic unified log and inspection data for causal factor work.
91.0%
P&ID output in the client's format
83.5%
Equipment, instrument and piping accuracy
20x
Faster issue detection in manufacturing
$20M+
Cost savings in manufacturing
Causal factor investigation
Manufacturing logs and inspection data in one place for root cause work. 20x faster issue detection, +27% accuracy.
P&ID Knowledge Base agent
Turns scanned and CAD P&IDs into a knowledge graph engineers query in plain English.
Sensor Data Intelligence agent
Learns normal operating envelopes from historian and SCADA data and flags deviations before failures.
Patent and research templates
Patent Analysis and Research Paper Analysis playbooks cite the patent number, section or table behind each claim.
Security
Your drawings and maps stay under your control
Plant drawings and water system maps show how critical infrastructure works. FERC treats some P&IDs as critical energy infrastructure information. This is how Corvic handles them.
SOC 2 Type II
Corvic is SOC 2 Type II. Files are encrypted with AES-256 at rest and TLS 1.2+ in transit. Sign in with your SSO.
Private VPC deployment
Run Corvic inside your own cloud account, with tenant isolation and encryption keys your team manages.
Permissions follow the source
Access is scoped per person and per source. A contractor who can't open a unit's folder can't query it.
You choose the model
Use OpenAI, Anthropic, Google, xAI, open-source models or your own endpoint. Zero-data-retention options apply where the provider offers them.
Removal on demand
GDPR and CCPA compliant. Delete drawings, records and extracted rows when a project closes.
Common concerns
What engineering teams raise first
Agreed, so every value links to the sheet, page or record it came from. Items the audit pass can't confirm go to a review list, not into the file. On our June 2026 P&ID benchmark Corvic scored 83.5% element accuracy, against 63.8% for Claude Opus 4.8. Plan on engineer review, and we will measure it on your documents.
Ask each vendor for three things. A source sheet and zone on every row, output in your own import template, and a blind score on real drawings. Corvic publishes all three: 91.0% client format compliance and 83.5% accuracy in June 2026. Corvic also reads the work orders, datasheets and inspection records around the drawings.
Keep them. Corvic writes to the template each system already loads, such as a functional location sheet or a service line table. Your team loads the file. Corvic does not ship native SAP PM or Maximo connectors.
Start with the worst of them. Corvic reads scans and photos and lists every value it could not confirm, with the image beside it. Those go to review. You see the hit rate on your own records before anything loads.
Deploy Corvic in a private VPC with tenant isolation and keys you manage. Access follows per-person and per-source permissions, and data can be removed on demand. Tell us your CEII or export control requirements before the pilot.
The team with the nearest deadline. A PHA revalidation, a handover close-out, a turnaround or the 2027 service line inventory each make a good first scope. We onboard you with your own data, and your first answer is 24 hours away.
Bring one team's worst records. Get cited answers back.
Pick the unit, the handover package, the work order export or the box of tap cards your team dreads. We return rows in your template, each linked to its source.
Accounts are free. No credit card needed.
Read the P&ID benchmark