SPLINE / 01 · BRAND BUILT IN SHELBYVILLE, KY · REV 2026.05
AI ESTIMATING · PROJECT MANAGEMENT · DESIGN · BUILD · ENGINEER

spline

Commercial preconstruction, re-engineered. Spline runs the takeoff, the pricing, the schedule, and the risk model — so your estimators ship defensible bids in days, not weeks.

Operating partnerSummit Flooring Group (SFG)
ScopeCommercial · Div 02–28
OriginShelbyville, KY
Funded byQuis ut Deus Research
Status● Field-deployed 2026
01 / 07 · MANIFESTO SPLINE / WEB v1
What Spline is

The discipline
of estimating.

Estimating has been a craft of paper, gut, and rework. Spline replaces that with a system — agent-first, model-aware, evidence-bound.

We read the spec. We read the drawings — PDF, Revit, IFC, or CAD. We hold the product knowledge, the historical bids, the field data, and the risk in one place. The result: more accurate bids, shipped faster, with the kind of visibility general contractors actually need to make a call.

Built for commercial interiors and ground-up. Field-deployed 2026. Made in Kentucky.

ForCommercial estimators
& preconstruction leads
AgainstSpreadsheets,
guesswork, rework
02 / 07 · WHAT SPLINE DOES SIX CAPABILITIES · ONE SYSTEM

What Spline does.

AI estimating · project management · design · build · engineer
01
Agentic estimating
Autonomous AI agents drive takeoff, pricing, and bid assembly end-to-end. The estimator reviews, signs, ships — no more late nights rebuilding spreadsheets.
02
Spec parsing
CSI MasterFormat specifications parsed into structured deliverables, submittal requirements, and compliance hooks — automatically, with full auditability.
03
Takeoff — any source
PDF, Revit, IFC, and CAD ingestion. Quantities pulled from drawing sets and live model geometry alike — redlined, stale, or current. Spline reads what your project actually ships with.
04
Project management
Bid pipeline, schedule, RFI tracking, and submittal log — all running off the same source of truth as the estimate. One system, the whole preconstruction phase.
05
Risk model
Schedule risk, alternates, escalation. Surfaced as defensible probability bands tied to historicals — not vibes, not gut, not "we always add ten percent."
06
Render & walk
Blender-driven preconstruction renders and design walkthroughs. Owners and architects walk the project before it breaks ground, before money moves.
03 / 07 · WHY SPLINE COMPETITIVE POSITION

Spreadsheets compound risk.
Spline compounds discipline.

Every spreadsheet-driven bid carries the cost of yesterday's errors — and hides them. Spline turns the estimating function into a closed-loop system: every number traced to its source, every decision logged, every bid more defensible than the one before it.

Spreadsheets
Generic estimating SaaS
Spline
Takeoff sources
PDF only — manual
Partial CAD support
PDF, Revit, IFC & CAD
Spec coverage
Manual interpretation
Partial automation
99% CSI parse, agent-driven
Audit trail
Versioning chaos
Change log, no provenance
Every number traceable
Risk model
Gut + "always add 10%"
Fixed contingency rules
Probability bands, historicals
GC visibility
Locked in the estimator's head
Static dashboards
Live bid view, every assumption
Time to defensible bid
5–10 working days
3–5 working days
1–2 working days
Field deployment
Universal but unaccountable
Single-tenant SaaS
Live on commercial bids, 2026
04 / 07 · WATCH SPLINE WORK LIVE PRODUCT DEMO

Watch the bid
get built.

A real Spline session, replayed in miniature. Spline reads the spec, lines up the takeoff, prices the model, and assembles a defensible bid — while the estimator stays in the loop. Swap this section for a screen recording when you're ready; the section's data-mode attribute does it in one line.

SPL · 0241 FLOOR 04 · DIV 09

Federal Barracks
Floor 4 Takeoff

Spec parsed · Revit + PDF reconciled · Pricing applied · Risk modeled.
Takeoff coverage0%
Line items0
Specs parsed0
CSI coverage0%
Status REVIEW READY
AGENT RUN · SPL-0241 LIVE
14:19:08SPECParsing 34 CSI sections
14:19:14MODELRevit + PDF reconciled
14:19:29TAKEOFF217 line items resolved
14:19:46PRICINGProduct library applied
14:20:01RISKProbability bands generated
14:20:18BIDAssembling proposal · GC view
14:20:28READYAwaiting human review
BID PIPELINE · LIVE 12 IN MOTION · 4 NEW THIS WEEK
SPL · 0240 Federal Barracks · Phase II Bid assembly ACTIVE
SPL · 0238 Credit Union HQ · Build-out Risk model RISK
SPL · 0235 Distribution Center · Slab & substrate Spec parse ACTIVE
SPL · 0231 Hospital · Tower addition Takeoff REVIEW
This is a recreation of a live SFG bid session. Numbers + names redacted. See it on your project
05 / 07 · IN THE FIELD LIVE DEPLOYMENT · 2026

Twelve bids
in motion.

Spline is not a demo. It runs inside a working commercial preconstruction firm, on real bids, against real deadlines. The dashboard below is a sanitized snapshot of one week of live use — project names, totals, and locations redacted.

Bids active
12
+4 this week
Hours saved / bid
38h
vs. spreadsheet baseline
Spec coverage
99%
CSI sections parsed
Audit trail
100%
every number traced
IDProjectPhaseTotalStatus
SPL-0241 Civic Center · Floor 4 · ▮▮▮▮▮▮▮ Takeoff $ ▮▮▮▮.▮k REVIEW
SPL-0240 Federal Barracks · Phase II Bid assembly $ ▮▮▮▮.▮k ACTIVE
SPL-0238 Credit Union HQ · Build-out Risk model $ ▮▮▮.▮k RISK
SPL-0235 Distribution Center · Slab & substrate Spec parse $ ▮▮▮.▮k ACTIVE
SPL-0231 Hospital · Tower addition Takeoff $ ▮▮.▮M REVIEW
SPL-0229 School District · Six-building reflood Awarded $ ▮.▮M SHIPPED
DASHBOARD — REDACTED FOR PUBLIC VIEW SOURCE · LIVE DEPLOYMENT, 2026
07 / 07 · ORIGIN SHELBYVILLE, KY · 40065
Where Spline lives

Built in
Kentucky.

Spline was built in Shelbyville, Kentucky — between the tobacco barns, the thoroughbred farms, and the construction sites that make up Shelby County. It is field-tested inside a working commercial general contractor, on the kinds of bids that move buildings here.

We serve preconstruction teams across Shelby County, Louisville Metro, Frankfort, Lexington, and the central Kentucky construction corridor.

Served
PRECONSTRUCTION TEAMS
Cities
Shelbyville · Simpsonville · Louisville · Middletown · La Grange · Frankfort · Lexington · Bowling Green
Rolling Kentucky landscape at dusk
KENTUCKY · ORIGIN PLATE 01 · 2026
AI-first estimating,
built up here.
Building up Kentucky.

Spline brings agent-driven preconstruction to the commercial work that rises across the Commonwealth — more accurate, faster, and giving general contractors the visibility they actually need to make decisions.

SPLINE / WEB v1 · §04 SHELBYVILLE, KY · 40065
06 / 07 · OPERATING PARTNER SHELBYVILLE, KY
Operating partner
Summit Flooring
Group
Commercial flooring & preconstruction · Shelbyville, Kentucky · Field-deploying Spline on live commercial bids since 2026.
FoundedKentucky
ScopeDiv 09 & full GC

Built by estimators, not by demo decks.

Spline is not a SaaS pitch waiting for product–market fit. It was built inside Summit Flooring Group — a working commercial preconstruction firm in Shelbyville, Kentucky — and runs on their live bid desk every week.

Every capability on this page has been pressure-tested against real specs, real models, real deadlines, and real dollars on the line. When you bring Spline to your team, you're bringing a system that has already paid for itself on the kind of work you do.

SFG and Spline now extend that capability to peer commercial preconstruction teams across Kentucky.

CONTACT SHELBYVILLE, KY · 40065

Estimate your
next project
with Spline.

In collaboration with Summit Flooring Group (SFG), Spline is taking on a small number of commercial preconstruction engagements each quarter. If you estimate, manage, design, build, or engineer commercial work in Kentucky — and you've outgrown the spreadsheet — tell us about the project.

LocationShelbyville, KY · 40065
PartnerSummit Flooring Group
CohortQ3 2026 · open
ESTIMATE INTAKE SPL · FORM 01

We reply within 1 business day.