Systems we've built. Organizations we've worked with.

Real projects for real organizations. Every one shipped. Every one still running.

Featured Partnership

8 Production AI Systems for Atlantic Canada's Entrepreneurship Ecosystem

Client: Centre for Entrepreneurship Education and Development (CEED)•Timeline: 6 weeks per MVP•Status: All systems live•Location: Halifax, Nova Scotia

We partnered with CEED to build AI operations systems that help entrepreneurs across the region access support, navigate programs, and validate their ideas. Every system went from concept to production in 6 weeks—and all remain in daily use.

LocalConnect

Primary Case Study

AI-powered advisor that helps Nova Scotia entrepreneurs navigate the business support ecosystem with clarity and speed. Part of our Decision Support Agents service.

The Challenge

Entrepreneurs struggle to find relevant programs, funding, and resources in a fragmented ecosystem. Manual navigation takes hours; information is scattered across dozens of organizations.

The Solution

Built a conversational AI advisor that:

Knows the regional business support landscape
Matches entrepreneurs to relevant programs based on stage, industry, needs
Provides clear next steps and contact information
Escalates complex cases to human advisors

Impact & Metrics

65%

Positive sentiment

23%

Deep engagement

13%

Funding interest

Live

Status

• Activity peaks Q2-Q3 mirroring funding cycles
• Top queries: business registration, funding, mentorship
• High activity in Halifax and Cape Breton
• Steady growth in rural regions

Custom AI AgentRegional Program Knowledge BaseResource Matching EngineHuman EscalationAnalytics Dashboard

LocalConnect AI advisor interface showing welcome message and business support program matching for Nova Scotia entrepreneurs

AiAssist

Live

Government services navigator helping entrepreneurs understand business taxes, financing, permits, intellectual property, procurement, and business support programs. Part of our Decision Support Agents service.

The Challenge

Government information is dense, bureaucratic, and scattered across multiple departments. Entrepreneurs waste time searching or give up entirely.

The Solution

• Simplifies government program language
• Provides step-by-step guidance
• Links directly to application forms
• Answers FAQ without human intervention

Multi-domain Knowledge BaseFAQ HandlingSource Attribution

AiAssist chat interface showing government services navigation and business financing guidance

Website Diagnostic Tool

Live

Analyzes entrepreneur websites and generates actionable improvement recommendations on performance, user experience, and SEO. Part of our Workflow Automation service.

The Challenge

Early-stage entrepreneurs build websites but don't know what's broken or how to fix it. Hiring consultants is expensive; generic tools provide overwhelming data.

The Solution

• Scans website for technical and UX issues
• Generates prioritized recommendations
• Explains why each issue matters
• Provides clear, actionable fixes

Automated AnalysisScoring AlgorithmPrioritized Recommendations

In Development

Entrepreneur Zodiac / Founder Profile

Q1 2026

Assessment tool that identifies founder strengths and operating styles based on research from EU and Canadian entrepreneurship studies.

• Maps founder strengths across key dimensions
• Identifies natural operating style
• Better mentor matching based on founder type

Loan Readiness Agent

Q1 2026

AI-driven assessment helping entrepreneurs understand if they're ready for financing and what gaps to address.

• Evaluates business readiness across key dimensions
• Identifies gaps before formal application
• Pre-qualifies for human review

Additional Systems in Production

Application intake & triage system

Mentorship matching engine

Program evaluation tool

Built and deployed as part of the CEED partnership. All systems remain in active use.

What "working systems" actually means.

Production systems for CEED

All still running, all used daily

4-6

Weeks to deployment

Idea to production, not prototype

65%

Positive conversation sentiment

Across LocalConnect interactions

23%

Deep engagement rate

Beyond initial questions

How we build systems that survive production.

Reality-First Design

Start with constraints, edge cases, and actual workflows—not ideal scenarios.

Weekly Demos

Ship working increments every week. No surprises at the end.

Built for Handoff

Documentation, training, and support included. You own what we build.

See our full process

New Offering

Q1 2026

Coming Q1 2026: FoundryAI

AI-enabled discovery and validation for early-stage entrepreneurs

FoundryAI helps entrepreneurship support organizations pressure-test ideas before real resources are at risk. A validation support system that gives solopreneurs and small business owners AI-driven feedback on concept viability, market fit, and readiness.

Learn more about FoundryAI

Ready to build your system?

If you're serving entrepreneurs, communities, or mission-driven work—and you need AI that survives real use—let's talk about what you're trying to solve.

Start a Project See How We Build