Agentic systems & orchestration
Design tool-using workflows, retrieval, guardrails, and evaluation so autonomous steps stay observable and reversible.
Best when you need agents that call your APIs, CRM, and docs with policy-aware behavior.
Agentic AI engineering · Services · Own products
Ernits builds agentic workflows, integrations, and applications for regulated and high-trust environments. We deliver alongside you, and we invest in our own product lines so our craft stays sharp.
Typical lift
+37%
Qualified pipeline and throughput gains where we instrument end-to-end workflows.
Time returned
18 hrs/wk
Hours reclaimed when repetitive research, drafting, and routing run under human-in-the-loop agents.
Where we fit
B2B SaaS, fintech, professional services
Teams that need evaluable AI, audit trails, and maintainable code—not one-off prompts.
How we work
Senior-led · product-minded
Small senior team: architecture, implementation, and handover you can operate without us.
“Ernits replaced brittle internal scripts with governed agents and a clean service boundary. We went from demos to a system the ops team actually runs.”
Capabilities
Design tool-using workflows, retrieval, guardrails, and evaluation so autonomous steps stay observable and reversible.
Best when you need agents that call your APIs, CRM, and docs with policy-aware behavior.
Ship TypeScript/Node services, data pipelines, and UIs that wrap models in APIs your teams already know how to operate.
Best when you need production code, not a vendor black box.
We co-build with clients and develop internal product bets—dogfooding the same reliability patterns we recommend.
Best when you want a partner who still ships their own roadmap, not only staff aug.
01 Discover
We trace real tasks, data boundaries, and failure modes—then define measurable success before writing code.
02 Build
We integrate models behind APIs, add tracing and tests, and pair with your team so ownership stays in-house.
03 Operate
We harden prompts, tools, and deployments; you get dashboards, alerts, and a backlog grounded in usage—not hype.
Evaluate fit
We are a fit when you need agentic AI or adjacent software with clear acceptance criteria—usually starting in the mid five figures for focused engagements. We reply to serious inquiries within one business day.