§ Demo · Legal · Narrated by Lyra
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.
Contract review — first pass in under a minute.
Contract review is the class of task AI is unusually good at — provided the eval discipline is real. The demo shows the pattern; the harder part in production is the fixture set that keeps quality honest as templates evolve.
We do this work on the client’s own template positions, not a generic “what a good contract looks like” model. That’s what makes the flagging useful instead of noisy.
The pattern
What the walkthrough shows.
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Ingest and canonicalise.
PDF, DOCX, or scanned contract in; a canonical, section-aware document out. Structure is preserved — sections, clauses, definitions — because retrieval later needs to know where something came from.
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Extract the clauses that matter.
A curated set of extraction targets — auto-renewal, liability cap, indemnity, notice period, jurisdiction, assignment. Each target has a fixture set and a regression bar in CI.
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Flag the exceptions.
Compared against the reviewer's own template positions. Anything that deviates gets flagged with the source clause highlighted. Ordinary boilerplate passes through silently.
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Reviewer panel.
Every flagged clause opens the original text alongside the model's read. Approve, edit, or override with a note. Ownership of the decision stays with the reviewer.
Order-of-magnitude impact
What clients typically see.
Sub-60s
First-pass review time
100%
Clause coverage on the target set
~£33k
Typical annual saving
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.
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.
§ 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.
Want this shape, for real, in your business?
A 30-minute discovery call. We'll say honestly whether the pattern fits.