How VISION Works

Your AI, Your Way

Describe what you need. Capabilities assemble. Your system evolves. No feature bloat, no rip-and-replace — just the AI that fits your business.

How it works in five steps

From describing a need to a live, self-improving AI system.

Step 1Describe

Describe Your Needs

Tell us what you're trying to accomplish — in a conversation, not a feature checklist. "I need to audit my Google Ads and fix my website SEO." That's enough. No requirements doc. No sales engineer.

U
I want to improve my ad performance and get more organic traffic from my blog.
AI
Got it. We have the building blocks for that. I'll put together a configuration recommendation before your call.
Step 2Configure

We Select the Right Capabilities

Your needs map to a set of pre-built capabilities we've already built and tested. We select the right combination for your use case — no bundled features you'll never use, no custom development from scratch.

Google Ads Auditor
SEO Auditor
Content Engine
Rank Tracker
Step 3Shape

Your Solution Takes Shape

Capabilities compose into a solution with a dashboard, alerts, and reports. Or start with a pre-built solution template and customize. Either way you own an AI system tuned to your specific workflow.

Ad Intelligence Solution
Campaign Health Score87 / 100
Wasted Spend Detected$1,240/mo
SEO Opportunities14 keywords
Content Gap Score62%
Step 4Adapt

Skills Customize for Your Industry

Every capability adapts to your vertical. Healthcare? Compliance-aware checks. Property management? Per-door metrics. SaaS? MRR-focused reporting. The same capability, tuned by industry-specific skills.

DentalMedspaSaaSProperty MgmtAgencyLegalFitnessSolar
Step 5Evolve

Your System Gets Smarter

The platform learns from outcomes. What worked gets reinforced. What didn't gets adjusted. Your system improves without manual tuning — every interaction tightens the loop.

Outcome: Lead booked+reinforced
Outcome: Ad spend wasted+adjusted
Outcome: Content ranked #3+reinforced

What is a Capability?

Each capability does one thing well. We select and configure the right combination for your business.

1

Micro

Simple data transforms, API relays, basic parsing. Lightweight integration work.

3

Standard

Data analysis, content classification, basic automation across external services.

7

Premium

Multi-step workflows, AI reasoning, real-time integrations with multiple services.

15

Intensive

Voice processing, multi-modal AI, continuous data sync, real-time personalization.

Platform Intelligence

What makes it composable

Three layers that let narrow capabilities add up to something powerful.

Skills Engine

Each capability is trained with modular skills — industry-specific knowledge, your SOPs, and preferences — updated without retraining the base model.

Self-Learning Loop

The platform reviews outcomes after every interaction — did the lead convert? did the campaign improve? — and surfaces adjustments automatically.

Cross-Capability Intelligence

Dispatch data informs ad targeting. Scheduling conversion rates feed back into content. Every capability makes every other capability smarter.

Model-Agnostic — Your Keys, Your Models

Bring your own API keys for Claude, GPT, Gemini, or local models. No vendor lock-in. The platform orchestrates — you choose the inference. BYOK users save 20-26% vs. our inference tiers.

Your AI, your infrastructure, our orchestration.

Frequently Asked Questions

Start with a solution template

Pick the template that fits your biggest problem. Customize it. Add capabilities as you grow. No contract. No credit card to start.