§ Demo · Finance · Narrated by Lyra
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.
Month-end reporting — cycle from days to hours.
The demo runs on a synthetic mid-market P&L, but the pattern is exactly what we shipped for a UK insurance broker last year. The most valuable outcome wasn’t the time saved — it was the CFO getting hours of her month back and a narrative shape she could actually defend to the board.
The eval spine matters here. Numerical claims are checked deterministically against the ledger before drafting; the model produces the language, not the facts.
The pattern
What the walkthrough shows.
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Draw the numbers cleanly.
Structured pulls from the ledger, KPI store, and prior-month comparators — into a canonical dataset the model reasons over. Nothing invented; every number traceable.
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Generate the variance commentary.
For each variance above the materiality threshold, a first-pass commentary drafted with an inline citation to the driving lines. The model doesn't invent explanations — it surfaces them for the finance team to confirm.
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Assemble the narrative.
Executive summary, KPI headlines, top-of-mind risks — assembled to a consistent shape month over month, so the CFO can compare trends without decoding a new deck each time.
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Edit surface for the humans.
Every drafted section is editable, with the source data one click away. The CFO keeps her voice; the machine keeps the grunt work.
Order-of-magnitude impact
What clients typically see.
4–6 hrs
Cycle time (from ~3 days)
~£18k
Typical annual saving
189%
Year-2 ROI
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.
S6 · Advise
Strategic AI Consultancy
Leadership-level direction — opportunity portfolio, operating model, board-ready narrative — grounded in what's actually buildable today.
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 · 3:12
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.
§ 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.