StokSmartInventory accuracy platform/ChatDEMO, sample data
you

Research Hartwell & Grange and tell me if they fit the money-makers campaign.

agent

Running research_company. 6 sources found. Building the cited brief.

agent

Brief ready (right panel). T1 fit: 41 UK stores, expanding on flat like-for-likes, no availability measurement. Trigger and every claim carry their source.

research_company · succeeded · $0.06 · 41s
you

Map the buying group and verify emails.

agent

4 contacts found. 2 verified valid, 1 catch-all (allowed for T1, flagged), 1 invalid, permanently blocked from drafting. Contact map is in the panel.

map_contacts · succeeded · $0.03 · 22s
you

Draft the full cadence on the villain arc for the regional ops manager.

agent

Drafted: 4 emails + 2 LinkedIn touches over 16 days. Critic pass clean, every stat cited, nothing from the kill list. Awaiting your approval. Nothing sends from this platform.

draft_first_touch · succeeded · $0.05 · 33s

Enter sends, Shift + Enter adds a line. Scope is chosen per command.

Hartwell & GrangesampleT13 artifacts
hartwellgrange.co.ukSpecialty homeware retailUK41 storesstage: drafting
Trigger

Announced 6 new store openings for 2026 while like-for-like sales grew only 1.2%[1]

Facts
  • 41 stores across the UK, concentrated in market towns; average store 4,200 sq ft[2]
  • FY2025 revenue 68M GBP, like-for-like growth 1.2%, six new stores announced for 2026[1]
  • Runs on a legacy ERP with overnight batch stock sync; no shelf-level availability measurement[3]
  • Head of Retail Operations role posted in June 2026 cites 'improving store execution and availability' as a mandate[4]
Fit
T1Multi-store specialty retail, mid-market size, expansion pressure on existing-store performance, no availability measurement in place. Matches the money-makers persona at all three levels of the escalation chain.
Entry
Expansion with flat like-for-like means every existing store is under target pressure. The money maker conversation lands hardest mid-quarter.
Pain door
Missed monthly targets blamed on traffic while shelf-level availability goes unmeasured
filed to timeline · 09:41
based on[1]retailweek.comsample[2]hartwellgrange.co.uksample[3]LinkedIn job posting, IT systems analystsample[4]LinkedIn jobssample
  • R. WhitfieldRegional Operations Manager, Southvalid
    r.whitfield@hartwellgrange.co.uk
    Hook: Owns the region carrying 4 of the 6 planned 2026 openings while existing stores run 1.2% like-for-like
  • D. OkaforRetail Directorvalid
    d.okafor@hartwellgrange.co.uk
    Hook: Publicly committed to the 2026 expansion; owns the P&L the flat like-for-likes threaten
  • S. MarshHead of Retail Operations (new hire)catch-all
    s.marsh@hartwellgrange.co.uk
    Hook: Hired June 2026 with an availability mandate; new in seat, building a plan
    Catch-all domain: allowed for T1 only, flagged
  • J. PryceStore Manager, flagshipinvalid
    j.pryce@hartwellgrange.co.uk
    Hook: none
    Invalid address: permanently blocked from drafting
    blocked, never drafted
mapped via Apollo · verified via MillionVerifierfiled to timeline · 09:44
To
R. Whitfield · Regional Operations Manager, Southr.whitfield@hartwellgrange.co.ukvalid
Arc
The villain, four beats: name it, size it, prove it is not a fatality, hand over the weapon
Sender
Sajid
Claim safety

Every industry stat below is from the verified-stats bank with its citation. Nothing from the kill list appears.

Steps · 6 touches over 16 days
  • Hi [First name], When a store misses its number, the review always finds a reason. Footfall was soft. Procurement under-ordered. The warehouse was slow to replenish. Some of it is usually true, and none of it names the one figure nobody brings to that meeting: how much you sold nothing on, because the product was in the building but never made it to the shelf. About a quarter of stockouts are exactly that, stock you already own, that a customer came in for and could not find (Gruen, Corsten and Bharadwaj). You do not need more traffic or another promotion to lift that ceiling. You need to know where it is. Worth a look at yours? Sajid

    based on[1]Gruen, Corsten & Bharadwaj, 2002 (verified-stats bank)
    self-check grounded falsifiable hook no slop one human to one person under 100 words
sender: Sajid · 0 of 4 emails approveddrafted · 09:52
Nothing sends from this platform. Approving files the cadence as ready for review with Sajid.

Sample account. Every artifact above renders exactly what the demo dataset holds.