Pre-SeedBacked by Speedinvest

Fifth Dimension

Building AI Assistants

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Fifth Dimension

Description: Building AI Assistants

Investors: Speedinvest

Reference Link to Deck: https://drive.google.com/file/d/1_kzHiyGAAwiezBq0hA40sGcDXSVGpkei/view

Stage: Pre-Seed

Slide 1 — Title

  • Fifth Dimension AI
  • “AI Tools for 10X Professionals”

    • Slide 2 — Problem

  • “Today’s data tools make playing with structured data easier than ever — whether you’re a buy-side hedge fund analyst or a property valuer…”
  • Logos shown: Tableau, Excel, Bloomberg, PostgreSQL, Google Analytics, Looker, Alteryx, Python
  • Quote:
  • “We’ve got a large Tableau team producing dashboards that just get put in a drawer somewhere” — Director, International Property Business

    • Slide 3 — But Highly Paid Professionals Are Addicted to Unstructured Data

  • They spend their days combining unstructured data from dozens of sources — and creating more of it
  • Quotes:
  • Analyst, Hedge Fund: “Sometimes it’s just copy & paste, copy & paste, copy & paste all day long”
  • Property Professional, International Property Agency: “I have to squish 100 pages of information from 10 different places down to 5 every time we do a report”
  • Portfolio Manager, Institutional Property Investor: “I have to wade through so many words to get to any useful insights”

    • Slide 4 — LLMs Are the Solution To…

    1. Today’s efficiency problem in real estate, construction, and other tech-backwards sectors

    2. Tomorrow’s adoption of non-linear, YOLO workflows, where AIs are trusted to ensure data integrity, argument structure, and more

    Future customer quote:

    “No structured data, no problem. PropGPT can work with any inputs a human can.”

    Slide 5 — Our MVP

  • AI tools that leverage LLMs and vertical-specific data to automate workflows in real estate — and boost efficiency by 30%
  • Features:

    • 1. Proprietary data, not just “the internet”

    2. Tailored to real estate workflows

    3. Tuned to brand tone of voice with “sounds like you” metric

    4. Fact-checking workflow

    5. Email-based interface (meets users where they work)

    Slide 6 — Demo of Current Customer Workflow: Research Report Writer

  • Persona: Head of Research at Savills
  • 35–45 years old
  • STEM background, top university
  • £1,500 pcm SaaS spend authority
  • Thought leader, half their time spent writing/editing
  • Quote: “Numbers are easy, words are hard”

    • Workflow example:

  • Starts with email: “I need to write this month’s office investment index”
  • Ellie SmartScript responds with 8 steps: suggests titles, drafts article, critiques, adds graphs, outlines presentation, writes social posts, summary paragraph.

    • Slide 7 — Traction

  • In 12 weeks:
  • Signed 5 paying customers
  • Completed 30+ research interviews
  • Built pipeline via referrals & word of mouth
  • Customer logos redacted
  • Quotes from users:
  • “We like that it’s early stage — we want to be involved early doors to help shape it. That’s exciting.”
  • “Being as sharp as you are — you’ve hit the nail on the head.”
  • “I’d probably give the area description model 9/10.”

    • Slide 8 — Data Build Our Moat

  • We use de-identified, aggregated data to generate machine learnings
  • Structured dataset of prompts/responses from property workflows
  • Data unique, not available on open internet
  • Customer ratings and feedback enrich models

    • Circular diagram:

  • More customers → More data → Better products → Customer ROI increases → More customers

    • Slide 9 — The Future of Our Product: PropGPT

    1. Eat all the data, 10x all workflows (beyond email body text → brochures, images, charts, PowerPoints)

    2. Microsoft plugins (Teams, Word, rest of MS stack)

    3. Global Real Estate GPT (vertical-specific, multi-language capabilities)

    4. AI Co-Pilots for Finance & Construction (adjacent verticals)

    Slide 10 — £16bn Real Estate SAM

  • £16B in global real estate, based on £15K ACV × 1.1M medium/large real estate firms
  • Expansion: £24B BI market, projected £43B by 2030
  • Bar chart: Market today ~£23B → Market 2030 ~£43B

    • Slide 11 — Real Estate Offers Many Routes to Growth

  • Finance TAM: £114B (real estate as an asset class)
  • Global Real Estate SAM: £16B
  • Construction TAM: £42B (property development/maintenance)

    • Slide 12 — Our Edge

    1. Technical expertise in linguistics + AI

    2. Deep market expertise + contacts

    3. Experienced startup operators

    4. Strong founder relationship forged at Wayhome

    Team:

  • Johnny Morris (Co-founder): 15+ yrs in real estate data/analytics, ops experience (Wayhome, CBRE, Hometrack, etc.)
  • Dr. Kate Jarvis (Co-founder): Stanford PhD in Linguistics, 10 yrs in CPO/CTO roles, Wayhome + other orgs

    • Slide 13 — The Ask

  • £2M (EIS eligible) for engineers, marketing, account managers
  • 18 months runway (assuming 0 revenue) with lean team
  • £1M+ ARR in 20 months (50 companies, 10–15 users each)
  • Graph: Cash burn vs revenue (breakeven ~2024 Q3/Q4)

    • Walkthrough

    The Fifth Dimension AI deck positions the startup as solving inefficiencies in real estate and adjacent sectors through vertical-specific AI.

    The problem: highly paid professionals spend their days wrangling unstructured data, copy-pasting across documents, and producing dashboards that often go unused. Even with structured-data tools like Tableau and Bloomberg, the real pain lies in the messy, unstructured workflows.

    The solution: AI agents trained on proprietary, vertical-specific datasets — starting with PropGPT for real estate. The MVP boosts efficiency by 30%, plugs into email workflows, fact-checks, and maintains a consistent brand “voice.”

    A demo workflow showcases how PropGPT automates research reporting for a Head of Research at Savills, from drafting articles to outlining presentations and creating social posts.

    Early traction: within 12 weeks, Fifth Dimension signed five paying customers, ran 30+ interviews, and built a pipeline via referrals. Feedback has been strongly positive, with early adopters rating the product highly and wanting to help shape its development.

    The moat is built on aggregated, proprietary workflow data — unique to the platform and not found on the open internet. This structured feedback loop improves models and compounds value.

    The market opportunity is significant: £16B SAM in real estate, with adjacent TAMs in finance (£114B) and construction (£42B). Expansion potential into the £43B BI market by 2030 adds upside.

    The team combines real estate data expertise (Johnny Morris) with AI/linguistics depth (Dr. Kate Jarvis), both with startup leadership backgrounds.

    The ask: £2M (EIS eligible), providing 18 months runway and a path to £1M+ ARR within 20 months, based on onboarding 50 companies.

    The deck closes by framing Fifth Dimension AI as a vertical-AI SaaS company with real traction, clear technical and market expertise, and an ambition to dominate real estate before expanding into finance and construction.

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