What we offer
When AI pressure meets everyday delivery debt, teams stall. We unblock the next move, lay the systems down, and leave your team better than we found it.
Typical moments when teams want a clearer next step.
We're not sure we can ship AI safely
Pilots look good. Production feels risky. We need guardrails, evals, and a rollback plan before this gets in front of customers.
We keep changing direction
Every week brings a new priority, so we keep restarting instead of finishing.
We're busy, but deadlines keep slipping
People are working hard, but context switching keeps pushing key work out.
Our foundations are starting to creak
One small change creates rework somewhere else, so progress feels fragile.
We're not sure what the next step is
Before we commit more time, budget, or people, we need a clear call.
Coordination is taking over the week
Too many handoffs and check-ins are slowing decisions and stalling momentum.
We can't tell what's actually moving
The roadmap looks full, but we still struggle to see what shipped and helped.
The Amalgam Operating System
Every engagement runs on the same five steps. Your team keeps all of it when we leave.
Before a line of product code is written, three toolkits show up on your side of the table. Your team keeps them when we leave.
Growth engine and research
A living Miro canvas for the business plan, growth model, and market map. Your team updates it every week.
Agentic workflows and models
Reusable workflows, model policies, and eval harnesses we have already run in production elsewhere.
Design system
Tokens, type, and components that keep every screen consistent from the first sketch onward.
Where we did this
Confinity: built end-to-end on our own toolkitThe stack we reach for
Choose the kind of help that fits where you are right now.
For unclear priorities and important decisions
We show you what's off, what matters most, and what to do next.
Best when: The next step is not clear and big decisions are coming fast.
Typical scope: 1 to 2 focused weeks.
For one known blocker in active work
We turn one hard problem into a clear plan your team can run with.
Best when: You can see the blocker and need to fix it fast.
Typical scope: 2 to 6 focused weeks.
For teams that need steady support while work moves
We stay close while work moves so decisions and delivery keep moving.
Best when: Work is active and you need steady follow-through.
Typical scope: Ongoing monthly support.
Trust by design
Guardrails, audit trails, and access controls wired in from day one.
Scoped tools. Eval harnesses. Human-in-the-loop at the thresholds you define.
Every agent decision, tool call, and handoff logged and explainable.
PII handling, residency, retention wired into the architecture. Not bolted on at the end.
Humans, agents, and tools scoped to only what they actually need.
SOC 2, ISO, HIPAA posture mapped early. We sit next to your security team, not around them.
Every automated action leaves a paper trail your CISO, legal, and compliance can stand behind.
Proof
We've been in the room when the next decision had to land.
Client perspective
“Partnering with Amalgam has helped us streamline our team's evaluative workflows and pilot new technologies that better show the impact of our funding and how to improve our grantmaking.”
Steve Fitzmier
Director of Planning & Evaluation
John Templeton Foundation
A short call. An honest read. No deck, no dance.
