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The Pursuit Intelligence platform for AEC firms to stop starting proposals from scratch and win more of the right work.

Unifies your firm’s scattered knowledge into a single system that drafts winning proposals automatically.

Best forAEC firms automating proposal generation.
DifferentiatorBuilt on an AEC-specific data model, not a general AI tool.
ProofUsed by 200+ AEC teams; claims 50% less prep time.
Explore Joist AI
Pricing on request
8.8 Zekai
AEC Proposal Intelligence Engine
AI for General (Professional Services)
Ease of Use
8.5
Accuracy
9.2
Value
8.0
Time Saving
9.5
200+Users
8.8/10Zekai Score
AEC FocusedProposal AutomationKnowledge ManagementCompliance CheckingAnalytics
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Hand-scored by Zekai

Top AI for General (Professional Services) picks

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⚡ Quick answer

For professional services in the Architecture, Engineering, and Construction (AEC) sector, Joist AI is a leading AI platform. It's purpose-built for the industry, transforming a firm's scattered project history and resumes into a structured knowledge base. This allows teams to generate compliant, data-driven proposals in up to 50% less time, shifting focus from administrative work to winning strategy.

CategoryPursuit Intelligence
Best ForAEC firms automating proposal generation.
Price FromOn request
FreeNo
DifferentiatorBuilt on an AEC-specific data model, not a general AI tool.
ProofUsed by 200+ AEC teams; claims 50% less prep time.
Rating4.4/5
📖 About Joist AI
How It Works

Your workflow, automated

1
Connect Your Knowledge
Joist AI unifies your firm’s institutional knowledge from proposals, project narratives, resumes, and CRM data into a structured, searchable intelligence layer.
2
Generate Compliant Drafts
Upload an RFP and the platform generates a first draft, automatically matching the best projects and personnel while adhering to your firm's brand and compliance standards.
3
Refine and Win
Your team focuses on strategic refinement and win themes, not assembly. Technical staff can contribute directly, ensuring the strongest possible submission.
Ready to automate your workflow with Joist AI?
Explore Joist AI →
Real Impact

Before & After

❌ Before

Scrambling to find content for last-minute proposals.

Days spent on assembly
✅ After

Generating strategic, compliant first drafts in minutes.

Hours spent on strategy
Social Proof

Trusted by 200+

200+ professionals using this tool
Ease of Use
8.5
Accuracy
9.2
Value
8.0
Time Saving
9.5

"Our team uses Joist AI every day. I can't imagine leading a proposal without it."

Ken E., Senior Proposal Specialist · June 2026

"Joist AI allows us to show up differently in the proposal process, not just as information gatherers, but as strategists."

Jen O., Proposal Manager · May 2026

"If we tried to get rid of Joist AI now, we'd have a revolt. Our team members love it and rely on it daily."

Katy K., VP of Marketing & Comms · April 2026

"The platform is a game-changer for proposal speed, but the initial data migration from our scattered drives was a significant project. It's worth it, but be prepared for the upfront work."

Mark S., BD Manager · March 2026
200+ professionals are already using this tool.
See Plans & Pricing →
Connects With

Works with your existing stack

Deltek SharePoint Egnyte
Setup complexity: Requires Integration
Joist AI is a pursuit intelligence platform built specifically for Architecture, Engineering, and Construction (AEC) firms. It connects your company's disparate knowledge—past proposals, project data, resumes—into an intelligent system that surfaces the right expertise to win more pursuits.
Comparison

How it compares

Joist AI vs. General Proposal Software (e.g., RFPIO, PandaDoc): Choose Joist AI when your primary business is in Architecture, Engineering, or Construction and your main challenge is leveraging deep institutional knowledge for complex bids. Its AEC-specific data model provides a significant advantage in surfacing relevant projects and personnel. Opt for a general tool like RFPIO if you serve multiple industries and need a broader, more flexible content library and response management system that isn't tied to a specific vertical. Joist AI is for strategic intelligence; general tools are for response efficiency.

You need a general-purpose proposal tool for multiple industries.
You require a simple, out-of-the-box solution with transparent, per-seat pricing.
Your primary need is document creation and e-signing, not deep knowledge management.
The decision

Is it worth it?

Return on investment
Given the 'Pricing on request' model, firms can expect ROI by winning just one additional mid-sized project or by saving hundreds of billable hours per year on proposal prep.
Built for
Proposal Managers, Marketing Leaders, and Business Development Managers within Architecture, Engineering, and Construction (AEC) firms.
Effort to adopt
Requires Integration
Compliance
Compliance posture not publicly documented — verify with vendor.
Who It's For

Why General (Professional Services) choose this tool

🎯
Built for
It is best for AEC firms looking to centralize institutional knowledge and automate the creation of high-quality, compliant proposals.
In-Depth Overview
For professional services firms in the AEC sector, proposal creation is a high-stakes, time-intensive scramble. Joist AI addresses this by functioning as your firm's central brain. Instead of wasting hours hunting for past project descriptions or personnel resumes across shared drives and inboxes, the platform automatically ingests and structures this institutional knowledge. When an RFP lands, Joist AI generates a structured first draft built from your firm's proven wins, tailored to the new pursuit. The platform is built on an AEC-specific data model, meaning it understands the relationships between your people, projects, and clients. This allows it to surface the most relevant information instantly and even assist in compliance checks for complex forms like the SF-330. With a reported 50% reduction in proposal prep time, your team shifts from being document assemblers to genuine strategists, focusing on win themes and client storytelling rather than administrative legwork. This moves the proposal function from a cost center to a strategic revenue driver.

Key Use Cases

✍️
Generate a compliant first draft in minutes, not days.
Proposal Manager
Upload an RFP and the platform instantly assembles a structured draft using the firm's best-fit past projects, resumes, and on-brand content. This eliminates manual searching and content rebuilding under tight deadlines.
50% less prep time
✓ Pros
Reduces proposal preparation time by a reported 50%.
Purpose-built for the AEC industry's unique data and workflows.
Centralizes and structures institutional knowledge, preventing brain drain.
Frees up proposal teams to focus on high-value strategic work.
Improves proposal consistency, compliance, and win rates.
· Cons
Pricing is not publicly available and requires a sales demo.
Exclusively for the AEC industry; not for general professional services.
Initial implementation requires significant effort to consolidate data.
Effectiveness depends on the quality of the firm's historical data.
⚡ Editorial Verdict

Joist AI is a potent, highly specialized tool for a clear and painful problem in the AEC industry. It excels at turning a firm's chaotic past work into a strategic asset for future bids. The main trade-off is its niche focus; it's purpose-built for AEC and not a general-purpose tool, and the lack of public pricing means firms must commit to a demo to evaluate cost.

Questions & Answers

Frequently asked questions

What is the difference between proposal automation and pursuit intelligence?

+
Proposal automation focuses on generating content faster, while pursuit intelligence, the focus of Joist AI, ensures the right internal expertise and experience are applied to every pursuit. It operationalizes what your firm already knows, rather than just speeding up writing.

How does Joist AI help make better go/no-go decisions?

+
The platform provides visibility into your firm's pursuit history, win rates, and competitive strengths for specific client types or project categories. This allows business development teams to make data-driven decisions on which opportunities to pursue, focusing resources effectively.

Why do most general AI tools fall short for AEC pursuit teams?

+
General AI tools lack the specific data model needed for the AEC industry. Joist AI is purpose-built to understand the complex relationships between people, projects, clients, and pursuits, allowing it to surface relevant past work and support compliance in a way generic tools cannot.

What does proposal compliance checking involve?

+
It is the process of verifying that every requirement in an RFx is addressed before submission. Joist AI's automated compliance checking flags unaddressed requirements, preventing disqualification due to missed details under deadline pressure.

How does the platform retain institutional knowledge?

+
By capturing pursuit outcomes, project performance, and lessons learned in a structured, searchable format. This ensures that valuable experience is not lost when employees leave and is accessible to the entire team, regardless of tenure.

Is Joist AI available in Europe?

+
The platform is web-based and can likely be accessed globally. However, its primary focus, integrations, and customer case studies appear to be North American. For specific availability and support in Europe, it is best to book a demo and confirm with the vendor.

Last reviewed:

Plans & Pricing

Start today

Prices and features are updated regularly but can change at any time — always confirm on the official website. Some links on this page are affiliate links.

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Free guide

Take it with you

Your Guide: From Scattered Knowledge to Winning Pursuits
  • Why traditional AEC proposal workflows fail and how Pursuit Intelligence fixes it.
  • How to connect your data sources: SharePoint, Deltek, and more.
  • The anatomy of an AI-generated first draft that wins.
  • How to use firm intelligence for smarter Go/No-Go decisions.
  • How to train your team to think like strategists, not assemblers.
+3 more steps inside the guide
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AI Directory

About Joist AI

Full Description

Joist AI is a pursuit intelligence platform built specifically for Architecture, Engineering, and Construction (AEC) firms. It connects your company's disparate knowledge—past proposals, project data, resumes—into an intelligent system that surfaces the right expertise to win more pursuits.

Editorial Verdict

Joist AI is a potent, highly specialized tool for a clear and painful problem in the AEC industry. It excels at turning a firm's chaotic past work into a strategic asset for future bids. The main trade-off is its niche focus; it's purpose-built for AEC and not a general-purpose tool, and the lack of public pricing means firms must commit to a demo to evaluate cost.

Last reviewed:
Disclaimer
Zekai is an independent AI tools directory. We are not affiliated with, endorsed by, or officially connected to Joist AI unless clearly stated. All product names, logos, and brands are the property of their respective owners and are used for identification purposes only. The information on this page — including pricing, features, and availability — is general information, may have changed since our last review, and is not professional advice. Zekai Scores and verdicts are our editorial opinion. Some outbound links are affiliate links that may earn us a commission at no extra cost to you. Spotted outdated or incorrect information? Request a correction →
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