The AI era makes platform position a defining commercial advantage.
AI replatforming is not a tooling wave. It’s a structural reset.
AI is reorganizng how competitive advantage is built, distributed and defended.
For investors, 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 behaviour, distribution and product direction. The signal rarely appears in revenue metrics until the repositioning window is already closing.
We help you see and act on what's changing before the market prices it in.
Platform Intelligence built for the firms that invest, and the companies they invest in.
AGG works across both sides of the portfolio relationship, giving investment firms the intelligence to see platform risk and opportunity across their holdings, and providing portfolio companies the execution capability to act on it.
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.
What investment firms and technology companies can't see from the inside.
These aren’t analytical failures. They are vantage‑point failures created by where you sit relative to the platform moves already in motion.
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.
AI replatforming exposes gaps between strategy, execution and institutional knowledge that are not visible in day‑to‑day operations. Teams feel busy, but momentum stalls.
We diagnose where alignment has broken down and embed alongside your team to restore clarity, focus and measurable commercial progress.
Platform ecosystems now shape discovery, distribution and buyer intent — yet many companies operate outside these channels. Without platform gravity, even strong products become invisible.
We map your ecosystem position and build the partnerships, motions and systems that reconnect you to where demand is forming.
Diagnosis first. Execution from a clear position.
We diagnose, design, and execute - measured against outcomes, not deliverables. The work is backed by a network of former platform executives from Microsoft, AWS, OpenAI, Google, and Red Hat who deploy directly into engagements when the work demands it.
We review each portfolio company to identify AI platform exposure, commercial risk and unrealized opportunity. You get a clear view of where value is vulnerable, where growth can accelerate and which companies require immediate focus.
For investment 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 →A precise classification of where any portfolio company stands and what comes next.
Every engagement starts with a diagnostic that produces one of the following classifications: Accelerate, Reposition or Triage. Each is specific enough to act on immediately.
When you engage AGG, you don't get a firm. You get a network built for one purpose - your success.
Partners, Experts in Residence, and ecosystem institutions - selected, aligned, and contracted to execute alongside every AGG engagement. Not a directory. A working ecosystem.
Vetted, contracted specialists across professional services, GTM execution, AI tooling, and ecosystem organizations. Selected for platform fluency, not just capability.
Academic, national innovation, and global accelerator relationships that extend AGG's reach into the earliest stages of the platform ecosystem across the US, UK, and EU.
Former operators from inside the platforms AGG advises about - Microsoft, AWS, Google, Salesforce, Red Hat. Deployed directly into engagements when the work demands it.
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.