§ Demo · Finance · Narrated by Lyra
Invoice processing — end to end.
Multi-modal extraction on scanned invoices, three-way match against the PO and receipt, and approval routing — with a human-in-the-loop where confidence dips or a policy check flags something.
Invoice processing — end to end.
The pattern shown here is the one we deliver most often in Finance departments with high invoice volumes and a stretched AP function. The walkthrough uses synthetic supplier data; the shape is real.
Note where the humans stay involved. Extraction confidence gates a review queue; policy exceptions gate an approval; approvals themselves are always human. The AI is doing the tedious triage — not the consequential decisions.
The pattern
What the walkthrough shows.
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Ingest and classify.
OCR + layout detection over the invoice PDF, then structured extraction — supplier, PO number, line items, VAT, totals — with a calibrated confidence score per field.
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Three-way match.
Reconcile the extracted record against the purchase order and the receipt of goods. Discrepancies routed for human review with the specific fields highlighted; clean matches pass through.
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Policy check.
Approval band by amount, GL code sanity check, duplicate-invoice screen. A deterministic layer, not a model call — so it's testable, auditable, and easy to change when the policy does.
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Approval routing.
Slack-native approval flow for the humans who need to say yes, cleanly attributed and audited. Nothing pays until the right person has clicked.
Order-of-magnitude impact
What clients typically see.
78%
Invoices auto-processed
~£32k
Typical annual saving
2.9mo
Typical payback period
Services in play
How we'd deliver this for real.
S0 · Advise
Opportunity Assessment
A structured discovery engagement — 8 stages, ranked opportunities, ROI-costed roadmap — delivered by our partner practice so we walk into your build with the shape already agreed.
S3 · Build
LLM Integration
Chat, RAG, and the wider integration stack — measured, regression-tested, and cost-aware from the first prompt.
S4 · Build
Multi-Modal AI Integration
Video, speech, vision, and image capabilities — orchestrated across vendors, evaluated end-to-end, cost-controlled by design.
S8 · Build
Bespoke Software Development
Full production software delivery, usually with AI at the core — fixed team, named engagement lead, no staffing pyramid.
More walkthroughs
Other patterns in the library.
§ Finance · 3:45
Month-end reporting — cycle from days to hours.
A retrieval-assisted drafting surface for the finance team — variance commentary generated with citations to the underlying ledger, a drafting UI the CFO can edit, and a consistent narrative structure month over month.
§ Legal · 2:58
Contract review — first pass in under a minute.
A first-pass legal review that flags the clauses that matter — auto-renewal, liability caps, indemnities, notice periods — and surfaces them in a reviewer-friendly panel with the source text one click away.
Want this shape, for real, in your business?
A 30-minute discovery call. We'll say honestly whether the pattern fits.