Property Panther

Private beta · UK auction market

Property Panther

AI-powered auction legals,
in minutes.

Upload a legal pack. Property Panther reads every document, surfaces the risk, quotes the clauses, and lets you cross-examine the whole pack in plain English.

< 5 min
Analysis time
No limit
Documents/pack
12
Risk categories
Unlimited
Questions per lot

Product suite

One platform. Every angle of a property deal.

Start with the legals. We're adding live auction intelligence and portfolio monitoring so the full lifecycle runs through one pane of glass.

Live

Panther Legals Pack

Upload the pack. AI reads every document, flags red/amber/green risk, quotes the clauses, and answers any question about the lease, title, or searches.

Open app

Coming soon

Panther Auctions

Every UK auction lot in one feed. Guide prices, yields, sold-prior alerts, and historical sale data stitched together automatically.

Coming soon

Panther Portfolio

Yield, LTV, EPC, and refinance signals on the lots you already own. Spot problems before your lender does.

How it works

Legal pack to investment decision in one sitting.

  1. 01

    Upload the pack

    Drop the ZIP or individual PDFs. Every document is classified automatically — lease, title register, searches, CPSEs, special conditions.

  2. 02

    Panther reads it

    Twelve risk categories analysed in parallel. Red, amber, and green flags with the exact clause quoted and the source document linked.

  3. 03

    Ask Prash Bot

    Floating assistant with the full pack in context. Ask about break clauses, rent reviews, restrictive covenants — in plain English, with citations.

What you see

Risk, up front. Evidence, right next to it.

Every flag is tied to a quote from the pack. Nothing hand-waved, nothing hallucinated. If the answer isn't in the documents, Panther says “not stated in the pack” — like a good associate would.

  • Red / amber / green flags across 12 categories
  • Break clauses, rent reviews, alienation, repair obligations
  • Title restrictions, covenants, environmental, planning
  • Full text search with document-level citations
  • Export to PDF — chat, notes, analysis, one click
legals.propertypanther.com/lots/11-bridge-st/analysis
Risk summary11 Bridge St, S80
1
Red
2
Amber
0
Green
Missing title register — request from vendor's solicitor before bidding.
Timpson lease expires 3 August 2026 — rent roll at risk within 4 months.
Transfer document execution appears incomplete — no transferee signature shown.

Prash Bot

You: “What's the passing rent?”

Bot: “£24,000 p.a. per the current Timpson lease (page 3, lease_timpson.pdf). The lease expires 3 August 2026, so the rent roll is secure for under 4 months from the auction date.”

Founder note

I built this because I needed it.

I buy commercial property at auction — mostly shops with uppers, often at 20-40% discounts to market. The deals move fast. Legal packs land days before the sale and each one is 200 pages of lease, title, searches, CPSEs, and special conditions. Miss a restrictive covenant and you're stuck. Miss a rent review and your model's wrong. Miss a ground lease clause and your lender walks at refinance.

Solicitors do a thorough job but it takes a week and costs four figures. For a lot you might not even bid on, that's a tax on every deal you look at. Most investors — solo or running a small fund — end up triaging packs themselves at 11pm the night before auction, missing things they shouldn't miss.

Property Panther is the tool I wanted. Upload the pack, get every risk flagged against the actual clause, cross-examine it in plain English. Use it to decide whether to pay for the full legal review, or whether to walk. Your solicitor still does their job — Panther just means you stop paying to find out the deal was rubbish.

— Prash Jaitley, founder

FAQ

The things investors ask first.

Is this a replacement for my solicitor?

No. It's a pre-filter. Panther tells you in minutes whether a lot is worth the legal fee. Your solicitor still runs the full review before you exchange. Every AI output ships with a disclaimer that we're not lawyers and no liability is accepted.

How accurate is the AI?

Every flag and answer quotes the source document verbatim. If something isn't in the pack Panther says 'not stated in the pack' rather than guessing. The model is Anthropic Claude Sonnet 4 on full-document context — no retrieval shortcuts.

What's the pricing?

We're in private beta and pricing is shaped around the volume you review. Request access and we'll agree a per-lot or flat monthly rate that makes sense for your deal flow. No lock-in.

What data goes to the model?

Only the documents you upload for a specific lot, plus your stated strategy (target discount, regions, property type) so answers are tuned to you. Your data is never used to train third-party models.

What property types are covered?

Commercial, mixed-use, and standard residential legal packs. Panther is optimised for UK commercial auction lots — shops + uppers, retail, office, industrial, HMO. Pure resi conveyancing works too but the scoring is strongest on commercial.

Who has access to my chats and analysis?

Only you and the founder. Nothing is shared, sold, or used for marketing. We log usage for operational reasons (bugs, abuse detection) under admin-only visibility and the records are deleted on request.

What happens to my data if I leave?

Export your analysis, chats, and reports anytime. Ask us to delete and it's gone within 24 hours, including backups within 30 days.

Access

Private beta.
By invitation only.

Property Panther is in selective rollout. Tell us about you and what you buy. If you're a good fit we'll send an access link and talk pricing directly — shaped around the volume you review.

BillingPer-lot or flat monthly
SupportDirect to founder
ContractNo lock-in
AudienceSolo investors and funds

Request access

Why we ask

Property Panther is AI-powered and tuned to each investor's strategy. The questions below let us score lots against your goals — target discount, property type, hold vs trade, regions you buy in. Answer honestly; this is the single most valuable piece of data we collect.
You
What you buy
Your strategy

Access is by invitation. Your strategy stays with us and is used only to tune your own Property Panther results.