Operational Intelligence Proposal · June 2026

Your crews build structures. Your back office should run itself.

8 purpose-built AI agents that eliminate scheduling collisions, automate change-order admin, and give every project manager a single-pane view of labor, materials, and deadlines — so ABC Firm can recover the 20–30% of field time currently lost to coordination gaps.

Prepared by TFSF Ventures · June 2026
8
Purpose-built
agents
30
Days to
working MVP
20–30%
Field time lost to
coordination today
$2.31T
U.S. construction
market 2026

Margin pressure is rising. Your back office is still manual.

U.S. nonresidential spending is projected to grow only 1.0% in 2026. MEP trade costs jumped 11% year-over-year. ABC Firm's profit now depends on internal efficiency — not market growth — and your scheduling, billing, and change-order workflows still run on spreadsheets, phone calls, and tribal knowledge.

Scheduling

Crews idle while coordinators chase information

Industry studies show 20–30% of field time is non-productive due to waiting, rework, and unclear assignments. At a $5M annual labor spend, even 2% recovery equals $100K in recaptured capacity.

Change Orders

Admin lag on change orders bleeds cash

Every day a change order sits unprocessed is a day revenue recognition slips. Most mid-size contractors carry 15–30 open change orders at any time, each requiring manual cost assembly, approval routing, and client sign-off.

Billing & Cost Tracking

Pay apps take days instead of minutes

Progress billing requires pulling data from timesheets, purchase orders, and subcontractor invoices. A single pay-app cycle can consume 8–12 hours of project-accountant time per project per month.

Visibility

No single source of truth across projects

Superintendents, PMs, and the front office each maintain separate trackers. Conflicts surface too late, and leadership learns about slippage only after it hits the schedule.

The composite cost index rose 6.8% in the last 12 months. With costs climbing and top-line growth nearly flat, ABC Firm cannot afford another year of manual coordination. Every hour recovered in the back office is an hour that produces revenue on the jobsite.


8 stakeholder types. One operating layer for everyone on the project.

Platform BuildOps doesn't just serve ABC Firm's office staff. It gives every stakeholder — from the superintendent in the field to the bank reviewing a draw request — exactly the data they need, in the format they expect, without anyone re-keying a number.

01 / 08  ·  Stakeholder
Project Managers
The friction today
Spend 10+ hours per week assembling status updates from disparate sources.
With Platform BuildOps
SiteView Agent delivers a live portfolio dashboard; FieldPulse Agent auto-generates daily progress data.
02 / 08  ·  Stakeholder
Superintendents
The friction today
Daily logs take 45 minutes and crew conflicts surface mid-morning.
With Platform BuildOps
FieldPulse Agent cuts reporting to under 10 minutes; CrewSlot Agent resolves crew conflicts the night before.
03 / 08  ·  Stakeholder
Project Accountants
The friction today
Pay apps require 8–12 hours of manual data assembly per project per month.
With Platform BuildOps
PayApp Agent drafts the full application with attached waivers and compliance docs in minutes.
04 / 08  ·  Stakeholder
Estimating Team
The friction today
Historical cost data is scattered across completed-project files.
With Platform BuildOps
CostGuard Agent archives actual cost-per-unit data by cost code, searchable for future bids.
05 / 08  ·  Stakeholder
Subcontractors
The friction today
Late mobilization notices and unclear scope cause wasted trips.
With Platform BuildOps
SubSync Agent sends automated 7-day and 3-day look-aheads with scope details and site access info.
06 / 08  ·  Stakeholder
Owners / Clients
The friction today
Limited visibility into schedule and budget until monthly meetings.
With Platform BuildOps
SiteView Agent provides a read-only owner portal with real-time schedule and cost snapshots.
07 / 08  ·  Stakeholder
ABC Firm Leadership
The friction today
Profit leakage is invisible until the job closes out.
With Platform BuildOps
CostGuard Agent flags budget overruns in real time; SiteView Agent shows portfolio-level margin trends weekly.
08 / 08  ·  Stakeholder
Material Suppliers
The friction today
Last-minute delivery changes cause logistical headaches.
With Platform BuildOps
MatFlow Agent coordinates delivery windows 7+ days out and auto-updates on schedule shifts.
01 / 08

8 agents. One construction operating system.

Platform BuildOps deploys 8 agents across four operational phases — scheduling, field coordination, financial admin, and executive insight. Each agent reads the same live data layer, so a schedule change on one jobsite instantly updates labor allocation, material delivery windows, and billing forecasts across every project ABC Firm runs.

Scheduling & Allocation
01CrewSlot Agent
Crew & Equipment Scheduling

Builds and adjusts daily crew assignments across all active jobsites by matching trade requirements, certifications, and travel time against the master schedule. Flags overtime risk 48 hours before it hits.

02MatFlow Agent
Material Delivery Coordination

Tracks every open purchase order and delivery window, then cross-references them with the construction schedule so materials arrive the day they are needed — not a week early consuming laydown space, or a day late idling a crew.

Field Coordination
03FieldPulse Agent
Daily Log & Progress Capture

Collects superintendent daily reports, weather data, and photo documentation, then auto-generates progress percentages per cost code. Reduces daily reporting time from 45 minutes to under 10.

04SubSync Agent
Subcontractor Coordination

Sends automated look-ahead notices to subcontractors 7 and 3 days before mobilization, collects confirmations, and escalates non-responses to the PM within 4 hours.

Financial Admin
05ChangeTrack Agent
Change Order Processing

Assembles cost backup for each change order — labor hours, material quotes, markup — routes it through the internal approval chain, and generates the client-facing COR document in under 15 minutes.

06PayApp Agent
Progress Billing & Pay Applications

Pulls completed-to-date percentages from FieldPulse Agent, matches them to the schedule of values, and drafts the monthly pay application with supporting lien waivers and compliance docs attached.

07CostGuard Agent
Budget Variance & Forecasting

Compares committed costs, actual spend, and earned value on every active project daily. Pushes variance alerts when any cost code exceeds 90% of budget with work remaining.

Executive Insight
08SiteView Agent
Portfolio Dashboard & Reporting

Aggregates data from all seven operational agents into a single executive dashboard showing schedule health, cash position, labor utilization, and risk flags across ABC Firm's entire portfolio.

01Scheduling & Allocation
CrewSlot Agent
Crew & Equipment Scheduling
Builds and adjusts daily crew assignments across all active jobsites by matching trade requirements, certifications, and travel time against the master schedule. Flags overtime risk 48 hours before it hits.

What your team sees every morning.

A live operations dashboard built from real project data — updated continuously by all 8 agents so every PM, superintendent, and executive starts the day with one shared picture. Click any completed stage below to see what the agents were tracking and actioning at that point in the project lifecycle.

BuildOps Dashboard
8 agents active
1
Pre-Construction
2
Mobilization
3
Foundations & Site Work
4
Structural
5
MEP Rough-In
6
Finishes
7
Punch List
8
Closeout
Active Projects
12
3 in structural phase
Crew Utilization
81%
Target: 88%
Open Change Orders
17
$482K pending approval
Pay Apps Due This Month
5
$1.34M to bill
Agent Activity · Live
CR
CrewSlot Agent2m
Reassigned 4-person framing crew from Site 7 to Site 3 — Site 7 concrete cure not complete until Thursday.
MA
MatFlow Agent8m
Structural steel delivery for Site 3 confirmed for 6:00 AM tomorrow. Crane reserved.
SU
SubSync Agent14m
Electrical sub for Site 9 has not confirmed 3-day look-ahead. Escalated to PM Jenkins.
CH
ChangeTrack Agent21m
CO #014 on Site 5 fully assembled — $23,400 with 15% markup. Routed to owner for signature.
FI
FieldPulse Agent35m
Site 2 daily log submitted. Progress: footings 100%, slab-on-grade 62%. 0 safety incidents.
CO
CostGuard Agent47m
Site 8 earthwork cost code at 94% budget with 30% scope remaining. Flagged for PM review.
PA
PayApp Agent1h
Draft pay app #4 for Site 1 ready — $268,000. Lien waivers from 3 of 4 subs attached; chasing fourth.
SI
SiteView Agent1h
Portfolio schedule health: 9 of 12 projects on track. 2 amber (weather delays), 1 red (permit hold).
This Week
Approve CO #014 cost backup — Site 5
ChangeTrack Agent · Today by 3 PM
Action needed
Review Site 8 earthwork budget overrun
CostGuard Agent · By end of day
Action needed
Confirm crane availability for Site 3 steel erection
CrewSlot Agent · Tomorrow 6 AM
Scheduled
Submit 5 pay apps before Friday cutoff
PayApp Agent · Friday 5 PM
In progress
Follow up with electrical sub — Site 9 mobilization
SubSync Agent · Today
Action needed

The path through the platform.

Every project moves through these stages. Platform BuildOps places an agent at each friction point so handoffs happen in hours, not days.

1
Project Award & Setup
Budget loaded, schedule baseline set, agents activated for this job.
✓ PM gate
2
Crew & Material Planning
CrewSlot Agent and MatFlow Agent build the resource plan against the CPM schedule.
✓ Superintendent gate
3
Subcontractor Mobilization
SubSync Agent sends look-aheads, collects insurance certs, confirms mobilization dates.
✓ PM gate
4
Active Construction
FieldPulse Agent captures daily progress; CrewSlot Agent adjusts assignments in real time.
✓ Superintendent gate
5
Change Order Processing
ChangeTrack Agent assembles, prices, and routes COs. Average cycle drops from 9 days to 2.
✓ Owner gate
6
Monthly Billing Cycle
PayApp Agent drafts pay apps; CostGuard Agent validates earned value against actual spend.
✓ Project Accountant gate
7
Punch List & Closeout
FieldPulse Agent tracks punch items to completion; PayApp Agent prepares final billing and retention release.
✓ PM gate
8
Post-Project Review
SiteView Agent compiles as-built cost and schedule data for estimating feedback loop.
✓ Leadership gate

SiteView Agent acts as the cross-cutting intelligence layer — it reads output from every other agent and synthesizes portfolio-level insight.

Agents combine into multi-step workflows that cross traditional department lines.

Play 01

Schedule-Triggered Material Pull

Agents: CrewSlot Agent + MatFlow Agent
Output: Delivery confirmations aligned to the 3-week look-ahead, eliminating material wait time.

Play 02

Auto-Assembled Change Order

Agents: FieldPulse Agent + ChangeTrack Agent
Output: Field-documented scope change converted into a priced, owner-ready COR in under 15 minutes.

Play 03

One-Click Pay Application

Agents: FieldPulse Agent + PayApp Agent + CostGuard Agent
Output: Completed-to-date percentages validated against budget and compiled into a submission-ready pay app.

Play 04

Budget Breach Escalation

Agents: CostGuard Agent + SiteView Agent
Output: Cost code overrun detected, root cause summarized, and executive alert delivered with recommended action.

Play 05

Sub No-Show Recovery

Agents: SubSync Agent + CrewSlot Agent
Output: Non-confirmed subcontractor flagged, backup crew or alternate trade sequenced, schedule impact calculated.


Built on components that scale with your backlog.

Platform BuildOps is designed so that adding a new jobsite takes minutes, not weeks. Each agent operates independently but shares a common data bus — meaning ABC Firm can run 12 projects or 120 without re-architecting anything.

Shared Data Layer

One source of truth across all projects

Every agent reads from and writes to a unified project data model. Schedule changes, cost updates, and field reports propagate instantly — no CSV exports, no duplicate entry.

Event-Driven Triggers

Agents react in real time, not on batch cycles

When a delivery date shifts, CrewSlot Agent recalculates crew assignments within seconds. When a cost code crosses 90%, CostGuard Agent fires an alert immediately — not at the end of the month.

Modular Agent Design

Add new agents without touching existing ones

Need a safety-compliance agent next year? It plugs into the same data bus. Each agent is a standalone module with its own logic, so updates to one never break another.

Integration-Ready

Connects to the tools ABC Firm already uses

Platform BuildOps integrates with your project management software, accounting system, and scheduling tools via APIs. No rip-and-replace — the agents sit on top of your existing stack.


Three payments. $120,000. Working MVP in 30 days.

Fixed-price engagement. No hourly billing. No change-order surprises. The total covers discovery, agent development, integration with your existing project management and accounting systems, testing, training, and 30 days of post-launch support.

$120,000
kickoff · milestone · handover
Payment 1 · At kickoff
$40,000
Upon contract execution
Discovery + Core Agent Build
Covers stakeholder interviews, data mapping, system integration specs, and development of CrewSlot Agent, MatFlow Agent, and FieldPulse Agent — the scheduling and field coordination backbone.
Payment 2 · Day 15 milestone
$40,000
Upon demo of first 3 agents in staging environment
Financial Agents + Sub Coordination
Covers development of ChangeTrack Agent, PayApp Agent, CostGuard Agent, and SubSync Agent. Includes integration with ABC Firm's accounting software and subcontractor contact database.
Payment 3 · Day 30 handover
$40,000
Upon production deployment and team training
Executive Dashboard + Launch
Covers SiteView Agent build, executive dashboard configuration, team training sessions, documentation, and 30 days of post-launch monitoring and tuning.
30 days
To a working MVP
8
Agents delivered
$120,000
Fixed total price
30 days
Post-launch support included

Built for you. Branded as you. Owned by you.

TFSF Ventures builds Platform BuildOps behind the scenes. When your team and your clients see it, it carries ABC Firm's name, logo, and domain. You own the code, the data, and the IP — we disappear after handover.

Your Brand

ABC Firm's name on every screen

The dashboard, the owner portal, and every automated notification carry ABC Firm branding. Your clients never see TFSF Ventures — they see your firm delivering a sophisticated digital experience.

Your Code

Full source code and documentation transferred at handover

TFSF builds invisibly; ABC Firm owns the code. You receive the complete repository, deployment scripts, and technical documentation on Day 30.

Your Data

All project data stays in ABC Firm's infrastructure

Data is stored in ABC Firm's cloud environment from day one. No third-party data lock-in, no extraction fees, no dependency on TFSF for access to your own information.

Your Future

Internal team can maintain and extend after handover

We document every agent, every integration point, and every configuration option. Your IT resource — or any developer — can modify and extend the platform without calling us back.


We build operational AI that runs inside real companies.

TFSF Ventures designs and delivers multi-agent platforms for companies that move physical things — construction, logistics, field services. We write production code, not pitch decks. Every engagement ships a working system in 30 days or less.

Proven
Fixed-price, fixed-timeline delivery
Every project ships with a hard deadline and a hard budget. No scope creep billing. If we miss the date, that's our problem — not yours.
Focused
Operations-first AI, not generic chatbots
Our agents do specific work — schedule crews, assemble pay apps, flag cost overruns. They replace manual workflows, not conversations.
Ghost
We build it, you own it, we leave
Full IP transfer at handover. No recurring license fees to TFSF. No vendor lock-in. Your company name on the product from day one.

The next step is moving into contract.

We can have the agreement ready within 48 hours of your go-ahead. Discovery starts the week you sign, and your team will see the first three agents running against live project data within 15 days. The full 8-agent platform ships on Day 30. Let's get ABC Firm's back office running at the speed your field crews deserve.

Start the Engagement
TFSF Ventures · Venture Architects · tfsfventures.com