APPLIED-AI CONSULTANCY & VENTURE STUDIO
AI consulting that actually ships
We help SMBs and operators turn AI from a slide deck into working software. We know it ships because we build our own patent-pending AI products the same way.
Most AI consulting stops at the strategy memo. Ours starts there and keeps going until something is live, used, and getting better. Osonwanne Group is an applied-AI company: an AI venture studio that builds its own products, plus a consultancy that puts that same engineering to work inside your business.
What we do
AI strategy
We find the workflows where AI earns its keep, separate the real opportunities from the hype, and give you a clear, sequenced plan, scoped to what your team and data can actually support.
Build & deployment
We build the system, wire it into your tools and data, and ship it to production, with the testing, monitoring, and guardrails that keep it reliable once real people depend on it.
Applied AI for real workflows
AI that lives inside the work, not beside it: in the calls, documents, pipelines, and filings your operation already runs on. Measured by outcomes, not demos.
Applied AI we build for real workflows
Conversational & voice AI
Voice and chat agents that handle real conversations, take real actions in your systems, and verify their own work, so what the AI says it did matches what actually happened.
Secure retrieval over private data
AI that answers questions over your own documents and records, with isolation built into the retrieval layer so sensitive data stays walled off and one customer’s information never surfaces to another.
Data pipelines & automation
Pipelines that move, version, and validate your data automatically, telling real errors apart from normal variation so your team is alerted to what matters and left alone by what doesn’t.
Compliance automation
The same approach behind our own tax-compliance platform: turning slow, error-prone regulatory work into checked, repeatable, auditable software your team can trust.
Who it’s for
We work best with small and midsize businesses and the operators inside them, the people who want AI that does a job, not a science project.
- SMBs and founders who want a clear answer on where AI helps and a working result, not a 40-page report.
- Operators and ops leaders drowning in repetitive, manual, or compliance-heavy workflows.
- Teams burned by AI pilots that demoed well and never made it to production.
- Businesses with sensitive data that need AI built securely from day one, not bolted on later.
How we work
A simple, four-step engagement designed to get to working software fast, then keep it improving.
1. Assess
We map your workflows and data, pinpoint where AI creates real value, and agree on a scoped, measurable first build.
2. Build
We build the system against real data and real users, with security and guardrails baked in, not added at the end.
3. Deploy
We ship it into production, integrate it with your tools, and make sure your team can actually run it day to day.
4. Improve
We monitor real outcomes and tune the system over time, so it gets more reliable and more useful the longer it runs.
Why work with us
We consult from real engineering, not slideware. Osonwanne Group builds its own AI products and ships them to production, so the advice you get is grounded in systems we’ve actually had to make work.
We hold two patent-pending AI systems, both developed in-house: CactusComply, an AI-native Arizona Transaction Privilege Tax (TPT) compliance platform, and CactusQuant, a self-improving AI system built around a safety-gated architecture. The same patterns behind those products, self-verifying agents, secure retrieval, self-healing data pipelines, and safety guardrails, are the patterns we bring to your build.
Patent pending, U.S. Provisional Patent Application Nos. 64/097,375 (CactusComply) and 64/098,125 (CactusQuant), both filed June 24, 2026 and held by Osonwanne Group LLC.
Let’s build AI that ships
Tell us the workflow you’d fix first. We’ll tell you what’s realistic and how fast we can get it live.