
Industries
Inspection takes hours. Writing it up takes days.
In a TIC business the deliverable is a document, and the document is assembled by hand from notes, photographs, measurements and a standard that changed last quarter. That is the part we automate — carefully, and with citations.
Digitised capture · Report generation · Standards search · Review
01 — Where the time goes
An inspection report is an argument.
Every sentence in it has to be defensible.
That is why generic document automation fails here. A summary that reads well and cites nothing is worse than no summary at all, because somebody will sign it. The only useful generation in this sector is generation that shows its evidence.
We build it the other way round: capture first, so the finding, the measurement and the photograph are structured data at source; then generation that assembles the report from those records and cites the clause it is judging against; then review, where the inspector corrects rather than composes.
The standards layer sits underneath. Clause-level retrieval across the standards and schemes you work to, so a question about applicability is answered with the clause and its revision rather than with somebody's recollection.
Talk to Zealogics02 — What you get back
From the site notes to the signed report, without retyping.

FINDING, MEASUREMENT, PHOTOGRAPH, CLAUSE — ASSEMBLED.
03 — What the work covers
Where we work in TIC.
Where this shows up
Industrial and asset integrity inspection
Product testing and type certification
Management system and scheme audits
Supplier and factory inspection programmes
Technical review and report approval functions
Typical stack
Digitised inspection capture
Structured forms that match the scheme, offline capture on site, and measurement, photograph and finding recorded against the item they belong to rather than against the job.
Report generation with citations
Draft reports assembled from captured evidence, every judgement carrying the clause and the record behind it, and nothing generated that cannot point at its source.
Standards and compliance search
Clause-level retrieval across the standards, schemes and internal procedures you work to, answering with the revision in force rather than the one that was indexed.
Review and consistency
Completeness checks before a report reaches a reviewer, and consistency comparison across inspectors, regions and periods — where the disagreements are usually more interesting than the findings.
04 — What ships with it
What a TIC engagement leaves behind.
A demonstration is not a deliverable. These are the artefacts an engagement leaves with your team — owned by you, runnable without us, and auditable by whoever has to sign for them.
01
Structured capture
Scheme-shaped forms that work offline and produce data, not a document that has to be read to be understood.
02
A generated first draft
The report assembled from the evidence, with the inspector correcting instead of composing from a blank template.
03
Clause-level retrieval
Standards, schemes and procedures searchable in plain language, answering with clause, revision and page.
04
Completeness checks
The missing measurement, the unreferenced photograph and the finding with no clause caught before review, not during it.
05
Consistency analytics
How findings vary across inspectors and regions, which is how a training need or a drifting interpretation shows itself.
06
The evidence chain
Every generated sentence traceable to the record it came from, which is what makes the automation defensible to an accreditation body.
05 — Agentic AI, in this sector
Agentic AI in inspection and certification.
Where agents start
- —Site note structuring
- —Report first drafts
- —Standards clause lookup
- —Photograph and finding matching
- —Certificate data extraction
- —Client query drafting
Where they go next
- —Evidence completeness agents
- —Cross-inspector consistency review
- —Scheme change impact analysis
- —Multi-site programme reporting
- —Non-conformance trend investigation
- —Technical review support crew
Traceability — Nothing is generated without provenance: every statement carries the record and the clause it rests on, and an inspector still signs it.
06 — In your words
What clients say before they call us.
“Two days on site, five days writing it up.”
Generated first drafts
“The standard was revised and nobody is sure who is using which version.”
Clause-level retrieval
“Reports come back from review with the same corrections every time.”
Completeness checks
07 — The rest of the map
Eleven more sectors we work in.
A problem is rarely unique to its industry. Most of what we build here has been built next door as well, which is usually why it arrives faster the second time.
Fab
Semiconductor
Yield investigations, equipment data engineering and the tool intelligence that shortens a root-cause cycle.
Explore
Plant
Manufacturing
Shop-floor copilots, predictive maintenance and the plant reporting that currently happens in a spreadsheet at six in the morning.
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Heavy
Steel
Process optimisation, quality prediction and the reporting heavy industry still assembles by hand.
Explore
Assets
Energy & utilities
Asset performance, inspection data and the field workflows that still move on paper between three systems.
Explore
Network
Telecom
Network operations assistants, incident response and service assurance analytics that keep up with the alarm volume.
Explore
Finance
Financial services
Reconciliation, close, risk narrative and reporting automation with an approval gate on everything that moves a number.
Explore
Assurance
Audit & assurance
Evidence review copilots, parallel testing agents and document analysis that cites the page it read.
Explore
Clinical
Healthcare
Documentation support, coding assistance and operational insight, with every clinical output approved by a person.
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Public
Government
Citizen services, records intelligence and deployment models that stay inside the boundary the mandate requires.
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Controlled
Defense
Engineering support and controlled AI environments — local models, no external calls, clearance-aware retrieval.
Explore
Talent
Staffing
Engineering, IT and AI talent for Fortune 500 programmes across the USA, UAE, Taiwan and India.
Explore
Have a problem worth solving?
Pick the report type that hurts most.
One scheme, one report format, your own historical reports. That is enough to show what generation with citations actually looks like.