You built a knowledge business.

We turn it into an AI-enabled knowledge business.

An AI Venture Foundry. One venture at a time. Co-built with you.

Start a conversation → See what that looks like
What Kickabyte is

We are an AI Venture Foundry.

We co-build venture-scale businesses with the specialist consultancies, research and data providers, and standards bodies whose authority was built on decades of proprietary knowledge — and whose next chapter depends on extending that authority into an AI-mediated market.

Led by operators with a history of transforming markets, building complex data-driven solutions for large enterprise clients, commercializing them, and leading to multiple exits. Always the commercialization of an emerging technology, not the theorization of one. About the team →

How the foundry works

We enable AI knowledge businesses
with capabilities LLMs can't do on their own.

A purpose-built platform for turning proprietary knowledge into AI-enabled services that are defensible, shapeable, protected, and priced to earn.

01
Data
Arbitrated. Not aggregated.
The foundation of a serious AI knowledge business isn't piled-up text — it's arbitrated data, ethically sourced from authoritative and curated content. At ingestion, every source is confidence-ranked and conflicts are quality-resolved, so the substrate always represents the best source of truth. Every claim's lineage is recorded and retrievable. LLMs grounded in this data produce results that hold up.
02
Knowledge
Decisions, not answers.
Data becomes knowledge when it's shaped around a decision. Intent declares what's being decided — e.g., Buy-From, Invest-In. The foundry produces a brief — e.g., TAM, SWOT, CIM — drawing on arbitrated data. Then consultation: human-in-the-loop interaction that refines the output and sharpens the decision pattern itself. Each consultation makes the next one better — for the next user, the next decision, the next venture.
03
Speed
Months, not years, to market.
A new vertical used to mean a multi-year engineering build. The foundry's agent flows — trained for extraction, summarization, confidence development, and best-choice synthesis — collapse the timeline. And when a venture needs to augment its sources with complementary licensed content, the architecture composes them safely, without collapsing provenance.
04
Defensible
Guarantees that hold up in the room.
PII handled at ingestion. Citations traced to source. Copyright and licensing respected at the graph level, never at the output. Every claim carries its provenance through every layer — so when a decision has to be defended to a board, a regulator, or an investment committee, the answer isn't just plausible. It's provable.
The venture

Your existing business strengthened.
New growth and value realized.

One foundry partnership. Two outcomes. The same platform that powers the new venture comes back to your existing practice as exclusive, private-label capability your competitors can't access. Alongside it, a net-new venture reaches markets your current business can't.

Your existing practice
Private-label capabilities,
exclusively yours.
The platform that powers the new venture powers your current practice too — as private-label tools your competitors can't access. Your existing clients get sourced, arbitrated, defensible work product under your brand, built on frameworks only you own. The practice gets sharper. The client relationships deepen. The capability moat is yours to hold.
The new venture
A focused brand,
expanded AI-focused markets.
Its own name, its own entity, its own go-to-market — reaching customers your current practice can't serve at engagement prices or positioning. Where it makes sense, combined with complementary authorities to produce something no single authority could credibly offer alone. Independent venture economics. Independent cap table.
Worked example Decidyr is the new venture — built with a 20-year fintech consultancy as founding authority, operating independently of the consulting business it emerged from.
The partner

AI business models are evolving quickly.
Kickabyte is built to capitalize on these trends.

We bring the platform, playbook, people, and initial seed investments needed to launch.

Platform
Pre-built. Mission-designed.
Configured to your domain. Turns proprietary knowledge into defensible AI-enabled services without the years of engineering a vertical AI business usually demands.
Playbook
Vetted go-to-market.
Every venture we stand up sharpens the next — positioning, pricing, packaging, early-customer strategy. You don't reinvent GTM. You run a playbook we've already taken to market.
People
Builders with track records.
Multi-exit founders and operators who've built innovative technology-enabled businesses in information-intensive domains before.
See the team behind it →
Partnering philosophy Operating model, equity, and other considerations are customized to reflect operational responsibilities and contributions. Goal is total long-term alignment.
The fit

Strategies designed for businesses
running on proprietary data, process, and knowledge.

Three profiles describe most of the businesses we co-build with. What unites them is a substrate no one can replicate without decades of work.

Profile 01
The specialist consultancy
Decades of engagements. A proprietary framework library. Senior judgment as the product — now watching AI commoditize the leverage model.
Profile 02
The research and data provider
A proprietary corpus customers pay for — watching it get ingested into someone else's AI tool and handed back with someone else's brand.
Profile 03
The association or standards body
Trusted convening power. A defined membership. An implicit obligation to help members navigate a transition you're still figuring out yourself.
See how each profile tends to get started →
The thesis

LLM platforms keep getting better.
Our ventures compound alongside them.

We are built for long-horizon businesses, not costly land-grabs. We go to market quickly because the platform is designed with a purposeful use case — to bring new life to hard-earned knowledge assets in a unique and sustainable shape.

01
Deals, not scraping.
OpenAI's licensing agreement with News Corp reportedly exceeds $250M. Google signed Reddit at an estimated $60M/year. Frontier labs now hold content licensing deals with more than a dozen major global publishers. The era of scraping is ending; the era of licensing has begun.
Digiday AI Licensing Tracker, 2024–2025
02
Investment where it matters.
Gartner's 2026 research finds organizations with successful AI initiatives invest up to 4× more in data foundations, quality, and governance than those that fail. Only 39% of technology leaders are confident their AI investments will positively impact financial performance.
Gartner, April 2026
03
Monetization as the next move.
Gartner predicts enterprises will increasingly monetize their proprietary data and models — a shift from protective to collaborative use of knowledge. McKinsey names proprietary-data training as the core differentiator in the path to the AI-driven enterprise.
Gartner 2025; McKinsey 2024

Kickabyte ventures sit exactly where the market is moving: proprietary content, architected for provenance, priced for access, designed to work with — not against — the LLM platforms that increasingly need exactly this.

The portfolio

One venture at a time,
with authorities we trust.

Live — inaugural venture
Decidyr
Decision intelligence for the financial advisory ecosystem.
Built in partnership with a leading 20-year fintech consultancy. Decidyr delivers sourced, arbitrated, defensible decision work product — in minutes — to the advisors, fintechs, and investors who operate together in the financial advisory ecosystem.
"Know more. Decide faster. Defend it completely."
Every capability described above — provenance, arbitration, tenant isolation, the configurator, content as a licensable asset — is operating inside Decidyr today.
Visit Decidyr →
In development
Next venture
Regulated domain · partner stage
A specialist authority in a regulated professional domain, building their next-generation business on the Kickabyte platform.
Details at launch.
Open partner slot
Your domain
Authority-driven · to be defined
Most regulated industries have a handful of authorities who could credibly do this. The portfolio grows as the right partners step forward.
Let's find out if it should be you.
The promise

An ethical AI foundry.
By design.

Everything we build — from our inaugural venture Decidyr onward — is grounded in a simple standard: content rights respected, provenance preserved, the people whose knowledge made this possible compensated fairly.

This is the kind of business
worth building carefully.

If you built something buyers trust, the opportunity to extend it into an AI-enabled venture is real — and the work deserves a real conversation before anything else.

hello@kickabyte.com
About the team

Kickabyte is led by operators who have built this kind of business before — and watched each technology era change what "this kind of business" means.

The pattern underneath the foundry is not new to us. The tools are. Four decades of transforming markets, building complex data-driven solutions for large enterprise clients, commercializing them, and leading to multiple exits.

Bob Miller
Founder & CEO

The throughline across every venture: take proprietary knowledge, turn it into a durable, defensible, technology-enabled business — and do it with the people whose authority in the domain was already real. Always the commercialization of an emerging technology, not the theorization of one.

PCR Financial Aggregation 2016–2024
Modernized a fifteen-year-old UHNW reporting authority into a private-bank platform, building seven-figure relationships with Goldman Sachs, Citi, JPMorgan and others. Exit to private equity at venture economics.
CorrectNet 2001–2015
Early-NoSQL (2001) infrastructure for hedge-fund administrators, ultimately powering global reporting for eight of the top ten enterprise administrators. Venture backed and sold to Netik, then via Symphony Technology Group to IHS Markit (now S&P Global).
CorrectNet Global Information Solutions 1996–2001
Early innovator in no-code secure web publishing, used by Charles Schwab, Morgan Stanley Prime Brokerage and others to deploy thousands of secure reporting sites for advisors and hedge-fund clients. One of the earliest enterprise-internet adoption platforms in financial services.
Earlier ventures 1982–1996
Three earlier ventures laid the groundwork — each an early bet on an emerging technology, including rule-based mortgage lending (merge with public company) and low-code web application development (1997, licensed to multiple system developers).

Kickabyte is that pattern, built for the AI era, and designed to be run with partners rather than for them.

Bob Miller on LinkedIn
More of the team coming as we introduce them formally — operators, builders, and domain specialists assembled around this pattern.