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Pitch deck — Estym8

Product context: Estym8 is built from scratch as an AI-first construction preconstruction platform—not a legacy takeoff stack with AI bolted on. AI runs across the product: bid-package ingestion and classification, multi-model takeoff and vision, plan intelligence, cross-file synthesis, Estee, estimate-to-submittal draft review, and optimization recommendations. Canonical framing: AI-first positioning.

Confidential — for discussion only · Not an offer to sell securities.

Canonical deck: estym8.ai/docs/pitch-deck. PDF handout: estym8.ai/docs/estym8-pitch-deck.pdf.


Estym8

Bid-ready takeoffs & plan intelligence from full plan sets and bid-package folders

Multi-trade · USA · subscription SaaS · estym8.ai · July 2026


Deal & financials at a glance

For the finance-first reader — the business case up front; product detail follows.
Aligned with the lean investor fundraise brief (NDA PDF) — not an older $2–3M seed narrative.

The ask

~$500,000~6–9 months runway to calibration sign-off, permissioned case studies, and first paying seats

Instrument

  • Post-money SAFE (valuation cap) — counsel to finalize.
  • Illustrative cap ~$8–10M · new-money dilution ~5–6%.
  • Founder owns 100% today and retains majority post-round; company has no debt.
  • Standard SAFE rights: pro-rata, MFN, information rights (monthly seats/MRR/churn once billing). Optional priced follow-on later off traction.

What this round funds

  • Founder + COO operating runway (founder full-time; COO part-time ramp) — not a premature full executive bench.
  • AI compute & calibration on real ground-truth plan sets.
  • Product/infra, legal (SAFE), and a small reserve.
  • Key-person insurance payable to investors (optional term; counsel).

Exit strategy (how we frame the outcome)

Near term: finish pipeline validationworkflow / UI / UX for closed betabeta testingfirst paying seats (post-beta) → permissioned case studies.

Endgame: Strategic acquisition by a construction-software leader (Trimble, Procore, Autodesk-class)—not a standalone IPO. Public strategics at ~$8–12B market cap are actively buying preconstruction and AI assets; see valuation §6.5.

Reporting

  • Monthly MRR, paying seats, churn, plus standard SAFE information and pro-rata rights.

Stage (honest)

  • Pre-revenue / closed testing (not charging yet).
  • v1 in production; Stripe integration builtgo-live deferred until after beta.
  • Founder-led pipeline calibration on real bid folders, then workflow / UI / UX hardening for testers.
  • Design-partner beta in progress (commercial electrical contractor) — more testers after pipeline + UX are solid.
  • Municipal (ClearToPermit) discovery with city path (Peoria / Mike) — may elevate if a pilot commits; raise remains Estym8-anchored unless re-planned.

Use of funds (~$500K · ≈ 6–9 months)

BucketAmount%
Founder + COO stipends$320K64%
AI compute (calibration, pilots, regression)$90K18%
Product / infra / tools$45K9%
Legal (SAFE + counsel)$30K6%
Reserve$15K3%
Total$500K100%

Milestones this round funds (targets):

WindowTarget
Month 2–4Pipeline solid on anchors → workflow / UI / UX ready → expand closed beta
Month 4–6Permissioned case studies; first paying seats only after beta (Stripe go-live)
Month 6–9Path to $5K+ MRR — decision on extension or priced follow-on
ParallelClearToPermit city pilot if municipal conversation commits (discovery otherwise)

Illustrative longer path (not this raise’s budget; modeled for diligence):

Month 6Month 12Month 18Month 24Month 60 (scale)
Paying seats~30~100~185~300~5,000
MRR~$5K~$17K~$31K~$51K~$850K

Month 60 is a scale scenario (~2% of US estimator headcount), not this raise’s forecast. See valuation §10.3.

Deeper diligence: full team names/bios, equity grants, and term detail in the lean investor fundraise brief (NDA PDF only); market sizing + Trimble/Procore public comps in the valuation framework (§6.5, §7).


The problem

  • Commercial preconstruction = manual counting, retyped notes, and plan QA across dozens of files per pursuit.
  • Bid deadlines and loaded labor ($50–80+/hr) mean missed bids and thin margin when counts or RFIs are wrong.
  • Whole bid folders are normal; most tools still behave like one PDF, one trade.

Who we serve

  • Estimators & preconstruction leads on subcontractor and GC teams — commercial, institutional, multi-family (USA first).
  • Subs bidding to GCs and GC in-house estimators pricing from design-team plan sets (architect + engineering firms) — self-perform, owner bids, buy-out, and sub validation.
  • Multi-trade pursuits on one product spine; deepest calibration MEP-forward today, expanding vertical depth on customer sets.
  • Not small one-off residential remodel as primary ICP.

What Estym8 delivers

You bringYou get
One PDF or entire bid folderClassified files, run plan, completed estimates
Drawing PDFsCounts, materials, raceway/wire, concerns, draft RFIs
Full packageVerbatim sheet harvest, code-edition alerts, cross-file intelligence, narrative report
Priced estimateExport + GC read-only link; submittal path (evolving)

One product for single-sheet and folder uploads — not two SKUs.


Product flow

  1. Project → upload PDF or folder (plans & docs)
  2. Analyze → plan → execute (discipline bundles where needed)
  3. Review harvest, conflicts, RFIs, cross-file findings, narrative report
  4. Export PDF / Excel / CSV · Estee run-grounded Q&A

Typical run: tens of minutes for substantial sets (varies by size & job count).


Why we win

  • Whole bid package — not a single-discipline point tool
  • Traceability — claims tied to what’s printed on the sheets
  • Cross-file intelligence after folder completion — coordination & RFI seeds
  • Bid-bucket reconciliation vs schedule/printed totals where supported
  • Speed — days of manual work → same-day iteration
  • Continuous QC — ground-truth library, user feedback, regression as models change

We are not underpricing vs value — below legacy enterprise, above simple counters.


Honest scope (trust)

  • Richest automation today: MEP-forward calibration & ground-truth regression
  • Other trades share the same folder pipeline; depth follows roadmap & customer sets
  • Submittal / spec AI: review assist — not compliance sign-off
  • RFI drafts: user sends through their project process; Estym8 does not track architect responses today

Competitive context (pricing)

AlternativeTypical costEstym8
In-house labor$320–2,800+ / plan setFraction of labor; hours → minutes
Outsourced takeoff$150–400+ / projectSubscription; in-house control
PlanSwift / Countfire~$99–167 / moPremium vs point tools; folder-native
Trimble-class enterprise$1,000s+/seat10×+ lower entry; AI-native workflow

Business model & pricing (seat-based)

  • B2B subscription (Stripe) · per seat · USA — product + plan gating shipped; charging starts after closed beta (not a near-term ops priority)
  • Meter completed estimate runs / month (single PDF = 1 run; multi-discipline folder = multiple runs)
  • Annual billing: 15% discount · Overage: $35 / additional completed run
TierSeatsMonthlyRuns / mo
Solo1$1798–10
Studio2–5$149/seat (from $298/mo)12/seat pooled
Firm6–15$129/seat15/seat pooled
Enterprise16+CustomSLA + onboarding

ROI anchor: one saved estimator day ≈ $320–500one bid pays for the month.


Unit economics (planning)

MetricTarget
ARPS (avg revenue/seat)~$165–175 blended (Y1)
CAC<$900 (paid + content + demo)
Payback< 8 months
Gross marginTrack AI COGS per run; improve with scale & caching

ARPA = revenue per account; ARPS = revenue per seat.


Go-to-market (USA) — this raise

Primary lever for this $500K: founder + COO–led demos and design partners — not a full paid-acquisition ramp (no dedicated ads line in use of funds).

  • Permissioned case studies from validated projects → site, sales, onboarding
  • Live demo for qualified leads (Calendly) on real bid folders
  • Warm intros from investors and advisors valued over cold spend
  • Small paid test ($5–10K) only after one public proof story — validate CAC before scaling
  • ClearToPermit / ClearToIssue — discovery (no ClearTo sales hire in this raise); municipal may become an active pilot if the city conversation commits — still Estym8-spine, not a separate GTM line item unless we re-plan

Subscriptions + overage runs are the revenue model after beta. Paid acquisition is a later-scale lever, not this round’s budget.


Conversion model (illustrative — post first proof)

Planning assumptions for after one public case study unlocks a small paid test — not the core of this raise.

Per ~1,000 site visits / month (if/when ads run):

StageRateResult
→ Sign up6%60
→ Verified55%33
→ Demo / call30%10
Paid (30d)~25% of trial path~2 new accounts/mo

Path to ~25–40 seats by month 6 is founder/COO-led; paid scale is optional after proof.


Growth plan (illustrative)

Blended ~$170/seat/mo · churn modeled 5% → 3% over 3 years

Near term (seed proof — months 0–24)

MonthPaying seatsMRR
630~$5K
12100~$17K
18185~$31K
24300~$51K

Scale path (years 3–5 — if GTM + calibration execute)

MonthPaying seatsMRRARR
36800–1,200~$136K–$204K~$1.6M–$2.4M
482,000–2,500~$340K–$425K~$4.1M–$5.1M
60~5,000~$850K~$10.2M

5,000 subscribers here means 5,000 paying seats — roughly 2% of US cost-estimator employment (BLS) or 1–2 seats across a few thousand contractor accounts. Credible for vertical SaaS in a ~$22B/yr loaded labor pool; not a year-1 target.

Replace with actuals as traction arrives.


Traction & pipeline proof

  • Stage: v1 in production; pre-revenue / closed beta — Stripe built, charging after beta; path = pipeline → UX → testers
  • Folder pipeline audit (A0→A8): Step-by-step verification on 31 real bid packages — ingest, classify, plan, execute, cross-file. Living pipeline-proof tracker shared in diligence on request.
  • Calibration (organic vs human BOM — validation only):
    • Littleton (7 Brew): verification track hit proud bar (F4c 20/25 · sum|diff| 10); investor canonical locked
    • Dogtopia: packaging + power-plan scope fixed; organic counting restored; accuracy prove in flight
    • Castle Pines: next accuracy target after Dogtopia
    • Ground-truth library: GC commercial folders (Littleton, Castle Pines, Dogtopia, Copperview, Avanti, Affinity, …) in automated compare pipeline
  • Design partners: Commercial electrical-contractor beta on real pursuit folders; additional candidates lined up after UX solid
  • Methodology: Organic detection only — legend → glyph count → schedules → compare; human BOM never seeds pipeline numbers

Roadmap (financing enables)

Near-term sequence (execution priority):

  1. Pipeline solid — organic accuracy on Dogtopia / Castle (and model fitness)
  2. Workflow / UI / UX solid — tester-ready project → folder → review → export
  3. Closed beta expansion — approved access; no Stripe charging yet
  4. Post-beta — Stripe go-live · self-serve checkout
  5. Licensed cost data (RSMeans API) — when procurement + API rights close (on backlog; not beta-blocking)
  6. Trade vertical depth + submittal workflow depth on the shipped folder spine
  7. ClearToPermit / ClearToIssue — discovery; municipal elevates if city pilot commits

No fixed public dates — phased delivery driven by customer sets and regression quality. Partner backlog: partner-backlog.


Milestones this financing enables

  1. Month 3–4: Pipeline sign-off path + UX ready for expanded beta (not yet charging)
  2. Month 6: First paying seats (post-beta Stripe) · path to ~$5K MRR · demo funnel + walkthroughs · 3+ permissioned case studies in motion
  3. Month 12: 100+ seats · ~$17K MRR · RSMeans / licensed catalog integrated (if procured) · trade depth v1
  4. Month 18: 185+ seats · ~$31K MRR · annual contracts 35%+ of base
  5. Month 24: 300+ seats · ~$51K MRR · seed proof complete
  6. Years 3–5 (scale path): ~5,000 seats · ~$850K MRR · ~$10M ARR — ~2% of US estimator headcount; requires GTM scale post-calibration proof

Portfolio suite (Estym8 anchors the raise)

One company · one plan-reading spine · four products. Raise use of funds is 100% Estym8; Bodi + ClearTo* sit at zero incremental valuation. Municipal may become an active discovery pilot without changing that unless we explicitly re-plan the raise.

ProductBrand / URLBuyerJobStatus
Estym8estym8.aiGC / estimators / preconFull-project takeoff + estimate + plan intelligence + Estee + estimate-to-submittalRaise wedge · calibrating → beta
BodiGetBodi / docs/bodiICT / LV / security / AVProject brain → sources/claims → Basis of Design (BOD)Pre-GA · entity upside
ClearToPermitworking brandCities / AHJsPermit review + back-check + citation comment log + native Revit/BIM import (not city BOM)Discovery — may elevate with city pilot
ClearToIssueworking brandA/E design firmsPre-issue / clear-to-issue design QADiscovery

Estym8 solutions (inside the primary product)

SolutionWhat it does
Bid-folder takeoffClassify → run plan → multi-trade organic counts + materials
Plan intelligenceConflicts, code-edition alerts, draft RFIs, optimization notes
EsteeIn-app AI assistant (Q&A / RAG; confirm-before-save on estimate edits)
Estimate-to-submittalCatalog, packages, register / compliance matrix, merged PDF, draft spec AI
Narrative reportMulti-discipline Markdown / DOCX / PDF for the bid file

Do not claim: city BOM, automatic permit approval, PE stamp replacement, empty-field municipal AI, or that ClearToPermit replaces city reviewers — it makes staff more efficient; humans keep the stamp. Suite apps are workflow products with AI assist, not chatbots.
Do claim: no AI-first suite peer — point tools compete in lanes; nobody assembles takeoff + city review + design QA + ICT BOD on one greenfield spine.
Not in this entity / raise: MEOS (founder-built massage-school OS) — separate product, mentioned only as founder track record.

Ownership & structure

  • Entity — one company holds Estym8, Bodi, and discovery SKUs ClearToPermit + ClearToIssue. Adjacent products at zero incremental valuation; raise use of funds is 100% Estym8-anchored.
  • Estym8 equity100% founder-owned today; founder retains majority after this SAFE.
  • Estym8 debtNone.
  • InstrumentPost-money SAFE · illustrative ~$8–10M cap · ~5–6% new-money dilution (counsel to finalize).
  • Team — founder full-time; COO + advisors part-time / advisory (roles only here; names and bios under NDA).
  • Reporting — Monthly MRR, seats, churn; standard SAFE information and pro-rata rights.

The ask — ~$500,000 (post-money SAFE)

~6–9 months to finish pipeline + UX, expand closed beta, land permissioned case studies, then first paying seats (Stripe post-beta). Founder retains majority.

Use of funds (~$500K):

BucketAmount%
Founder + COO stipends$320K64%
AI compute (calibration, pilots, regression)$90K18%
Product / infra / tools$45K9%
Legal (SAFE + counsel)$30K6%
Reserve$15K3%

Estym8 has no corporate debt. Founder personal development-period obligations are not company liabilities (small market-reasonable founder runway in the stipend line).


Investor return & upside (SAFE → equity)

  • SAFE converts in a future priced round; illustrative ~$8–10M post-money cap.
  • Upside in an AI-native preconstruction platform + suite optionality (Estym8 + Bodi + ClearToPermit + ClearToIssue) strategics value for acquisition.
  • Pro-rata / MFN per standard SAFE; optional priced follow-on when milestones warrant.
  • Primary endgame: strategic acquisition (not IPO planning).

Team

Shannon Horn — Founder & CEO

  • 25+ years as designer, developer, author, speaker, and founder — AI-native products from UX through production code
  • Founder: Estym8 (commercial plan-set preconstruction), Bodi (ICT project brain), MEOS (massage-school OS)
  • Portfolio & background: shannonahorn.com
  • Contact: shannon@estym8.ai

Operating model (public): founder is the only full-time operator today (product, engineering, pipeline calibration, fundraising). COO and industry / technology advisors contribute part-time — names and bios under NDA in the lean investor brief (not listed on this public deck).

Key-person insurance payable to investors (planned; counsel).

Hiring after revenue / priced follow-on: engineering, GTM, and ops tied to seats/MRR — not a large bench from this $500K.


Materials for diligence & next meeting

  • Pitch deck (PDF, public)estym8.ai/docs/estym8-pitch-deck.pdf · live browser deckno team names; roles only
  • Investor brief (PDF, confidential / NDA) — full team names, equity, and raise terms; shared in diligence only
  • Pipeline proof tracker — step audit + F4 scoreboard; shared in diligence on request
  • 60–90s product walkthrough video — available on request / with second meeting (not a dedicated paid-acquisition line in this $500K)
  • Live demo — Calendly / screen-share on a real bid folder
  • Written diligenceInvestor overview · Valuation · Competitors · Folder workflow · Pricing
  • Definitive SAFE docsCounsel to draft after term alignment — legal budgeted in use of funds

Legal

This deck is for discussion only. Forward-looking statements are plans, not guarantees. Market, conversion, and return illustrations are hypothetical. Not investment, tax, or legal advice. Not an offer to sell securities — consult qualified counsel before any transaction.

Estym8 has no corporate debt. Founder personal obligations disclosed in use-of-funds narrative only.

Questions: Shannon Horn · shannon@estym8.ai · shannonahorn.com