What we do
Agentic Development
As agent-style and AI-assisted tools have matured, we have worked them into how we build and how we run delivery. Tight review, small releases, and the same handoff and security bar we have always held.
Since 2012 we have engineered solutions from strategy to delivery to take your company to the next level.
What we do
As agent-style and AI-assisted tools have matured, we have worked them into how we build and how we run delivery. Tight review, small releases, and the same handoff and security bar we have always held.
Three generations. Most teams live in the first two. We live in the third.
Forms, dashboards, static apps. Humans do the thinking and the work.
Where most teams still ship.
Copilots, chat surfaces, smart search. Faster answers, same handoffs.
Where most AI pilots stall.
Systems that plan, act, escalate to humans, and stay audit-safe.
Where Amalgam lives.
Our CEO speaking about entrepreneurship, building and scaling companies, leadership in tech, and the real lessons learned from growing a business.
Why the companies that resist hypergrowth often keep more of what they build. Neeraj breaks down the retention patterns that survive past Series A.
Durable growth beats fast growth when retention is the constraint.
Watch on YouTubeFor solo founders and early teams
Get a clear picture of what's working, what's not, and what to do next. We review your product, strategy, and systems, then give you a simple, prioritized plan.
Best when · You're making an important decision but don't fully trust the direction yet
Typical scope · 1–2 weeks
For teams with a defined outcome
You know what needs to get built—we help you ship it. We scope the work, execute against milestones, and deliver something real your team can use.
Best when · You have a clear goal and need it built fast and correctly
Typical scope · 4–10 weeks
For teams building continuously
A dedicated team that stays with you as you grow. Instead of restarting every project, we stay embedded and move across your roadmap with you.
Best when · You have ongoing work and need consistency + speed
Typical scope · 3+ months
Analysis on product, systems, and AI from our client work and what we read in the field.
Where we look
We review major labs, standards bodies, and universities each week.
These sources inform our view. They don't endorse our conclusions.