AI Venture Studio

Your data is a product.
We build it.

Cognivance is an AI-native venture studio. We create intelligent products that turn corporate data into new revenue streams — from strategy to production in weeks.

Fully agent-based. No benchwarmers, no bloat. A senior team and a fleet of specialized AI agents that ship at the speed most firms write proposals.

Start a conversation See the work
Why Cognivance

Most companies sit on gold and hire miners with shovels.
We bring the excavator.

Your organization generates proprietary data every day — customer behavior, operational patterns, market signals. That data is a strategic asset, but it's not a product yet. We close that gap. We combine deep domain expertise with an AI-native operating model that compresses months of development into weeks. The result: intelligent products that create value from day one.

10+
Products built
6 weeks
To a working product
All
Industries served
0
Slide decks instead of software
Approach

From data to product in four steps

Every engagement follows the same discipline. No filler phases — each step produces tangible output or kills the idea before it wastes real money.

STEP 01

Analyze

• Audit your data assets for unfair advantages
• Map market trends, pain points, and whitespace
• Score opportunities by defensibility and monetization
• Output: ranked shortlist of product concepts

STEP 02

Validate

• Smoketest before committing real resources
• Landing page + value prop in front of real prospects
• Full concept: architecture, pricing, go-to-market
• Ideas that don't survive die here — not later

STEP 03

Build

• MVP with real data and real users in weeks
• Parallel workstreams: frontend, backend, data, testing
• Daily visible progress, not monthly steering committees

STEP 04

Scale

• Optimize unit economics and conversion funnels
• Expand features and new market segments
• Every decision driven by real usage data
• We stay involved as long as there's value to create

Selected Work

Products we've built

Each engagement starts with a data advantage and ends with a live, intelligent product.

BranchIQ

BranchIQ

Retail
Product PageDemo

Predictive location intelligence for retail networks. Scores sites, flags underperformers, and models cannibalization before the P&L does.

predictive modeling geospatial analytics
Lookbook AI

Lookbook AI

Fashion & Retail
Product PageDemo

Visual search engine matching real-world outfits to shoppable products. Computer vision segments garments from any photo, then matches against a 1M+ product catalog in milliseconds.

computer vision visual similarity search real-time matching
Lumen

Lumen

Legal
Product PageDemo

Natural language discovery across millions of legal documents. AI-powered knowledge graph maps people, events, and relationships. Ask in plain language, get cited answers with entity timelines and interactive graph exploration.

NLP retrieval-augmented generation
Albus

Albus

Healthcare

Automated shift optimization for hospitals. Balances legal constraints, staff preferences, and fairness across departments — in seconds instead of days of manual planning.

optimization constraint solving
Uplift

Uplift

Consulting
Product PageDemo

Revenue intelligence cockpit for commercial leadership. Continuously surfaces pricing leaks, churn signals, and untapped growth vectors from live business data. Replaces quarterly reviews with real-time diagnostics.

real-time analytics anomaly detection commercial intelligence
Forge

Forge

Marketing
Demo

Describe a website, get production-quality HTML in seconds. Iterative chat interface — refine, tweak, and export. Powered by Claude, no templates, no frameworks. Pure creative freedom.

generative AI code generation web development
Podium

Podium

Consulting
Demo

AI presentation builder that produces consultant-grade slide decks. Upload data, choose a style, and get print-ready slides with real charts, tables, and SVG icons. Export to PDF or present directly.

generative AI data visualization Chart.js
Vivo

Vivo

Healthcare

Lung transplant outcome predictor for pulmonologists. Scores patient suitability, predicts graft survival, and identifies optimal referral timing — turning clinical intuition into data-driven decisions.

predictive modeling clinical decision support survival analysis
Prospect

Prospect

Sales & Growth

AI-powered LinkedIn lead generation and pipeline management. Automatically discovers, scores, and sequences high-value prospects. Turns outbound from manual grind into a data-driven engine.

lead scoring outbound automation LinkedIn integration
Engagement Models

How we partner

We don't bill hours. We structure partnerships around outcomes.

01

Joint Venture

Our preferred model. We co-create a new product entity with shared ownership. You bring the data and domain, we bring the build engine. Both sides have skin in the game from day one.

  • Shared equity in the new venture
  • Co-ownership of IP
  • Long-term aligned incentives
02

Revenue Share

We build the product at reduced upfront cost in exchange for a percentage of the revenue it generates. If it doesn't make money, neither do we.

  • Lower upfront investment
  • Performance-tied compensation
  • Ongoing optimization included
03

Fixed-Fee Build

For organizations that need a clear scope and budget. Fixed price, fixed timeline, full ownership. You get the product, the code, and the documentation.

  • Defined scope & deliverables
  • Full IP transfer on completion
  • Optional maintenance retainer
Operating Model

Agent-native means we operate differently.

Most firms slap AI onto their existing process. We built ours around it. Every engagement runs on a hybrid model: senior human strategists directing specialized AI agents that handle research, analysis, development, and testing in parallel. It's why we ship in weeks what traditional teams quote in quarters — and why our cost structure lets us take bets others can't.

Speed as a feature

Parallel agent workflows compress timelines. First working version in days, production-ready in weeks.

Senior humans, always

Agents execute. Humans decide. Every project has direct access to senior strategic and technical leadership.

Aligned incentives

We prefer revenue share and joint ventures over hourly billing. We win when the product wins.

Full-stack capability

NLP, computer vision, predictive modeling, optimization — we deploy the right AI for the problem, not the AI we happen to sell.

Get in touch

Let's talk about your data.

Whether you have a specific product in mind or want to explore what's possible — we're interested in hard problems and meaningful data.

hello@cognivance.org