The AI era makes platform position a defining commercial advantage.
AI replatforming is not a tooling wave. It’s a structural reset.
AI is reorganizing how competitive advantage is built, distributed and defended. For venture capital firms, the risk is silent erosion inside portfolio companies that look healthy on paper. For B2B technology companies, the risk is misalignment with the platforms that now shape buyer behavior, distribution and product direction. The signal rarely shows up in revenue metrics until the repositioning window is already closing.
We help you see it, and act on it, before the market prices it in.
What venture capital firms and technology companies can't see from the inside.
AI platforms are rapidly absorbing features that once differentiated portfolio companies. Revenue can look stable while strategic displacement is already underway.
We identify where platform roadmaps overlap with your companies’ value propositions and where intervention is required before the market reacts.
The same GTM, platform‑alignment and ecosystem issues repeat across funds, but each company experiences them in isolation. Without cross‑portfolio intelligence, these patterns look like individual execution failures.
We surface the structural themes shaping performance and pinpoint where targeted action will shift outcomes.
Platform intelligence, built for the firm, the company, or the moment you're in.
We identify AI platform exposure across your portfolio, classify risk and opportunity, and embed the commercial systems required to act on it.
We diagnose platform alignment, ecosystem positioning and GTM execution, then build the systems that accelerate revenue through platform channels.
Hiring for ecosystem right now? Start with Ecosystem Jumpstart — a fast, fixed‑price 2–4 week lift‑off that gives any new leader or team a plan they can run from day one.
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Package 1: Sprint · $25K · 2 weeks
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Package 2: Build · $50K · 4 weeks
Diagnosis first. Execution from a clear position.
We assess every portfolio company against the AGG Platform Intelligence Framework, mapping platform exposure, competitive position and commercial performance. You get a ranked view of which companies need immediate attention and which are positioned to accelerate.
For Venture Capital firms →We analyze a company’s technical position, ecosystem relationships and alignment with platform roadmaps. You get a precise classification of current competitiveness and a focused set of actions to strengthen platform and commercial positioning.
For Technology Companies →We work directly with leadership teams to build the commercial, ecosystem and operational systems needed to execute effectively. You get hands‑on support that accelerates progress, removes bottlenecks and strengthens performance through the platform transition.
Explore the Framework →We built the ecosystems you depend on. Now we help you navigate them.
We didn't watch these shifts happen. We built the programs and ecosystems that enabled developers, startups, and customers to navigate them: MSDN, the Microsoft Global Partner Network, Red Hat Connect.
Platform absorption risk, ecosystem positioning, community dynamics, platform-aligned distribution - these patterns recur across every transition. We know which strategies survive, which get absorbed, and which become acquisition targets.
We made build-vs-partner decisions at Microsoft and Red Hat. We know how hyperscalers and AI platforms evaluate the same choices - what to absorb, what to partner with, and what to leave to the ecosystem.