Two ways we work
with your team.
We build AI products end to end, or we embed with your engineers and ship alongside them. Often it's a mix of both.
AI Applications
We build production AI products and internal tools on Claude — designed around a real workflow, not a demo.
- Agents and copilots for your users or your staff
- Document & knowledge workflows
- Content pipelines
- Automation of repetitive operational work
Forward Deployed Engineering (FDE)
We embed with your team, work in your codebase and systems, and take a use case from scope → prototype → production.
- Agent & workflow design
- Evaluation (evals) and guardrails
- Integration with your data and tools
- Handover and enablement, so your team owns it
Agent & workflow design
Tool use, prompts and control flow shaped around how the work actually gets done.
Evals & quality
Test sets and success criteria agreed up front, so quality is measured, not guessed.
Integrations
APIs, internal tools and MCP servers that connect models to your systems.
Enablement & handover
Docs, walkthroughs and pairing so your team can run and extend what we build.
From use case
to production.
Short, focused iterations. We get something working on real data early, then harden it.
Discover & scope
Pick a high-value use case together, define what success looks like, and write the evals that will measure it.
Prototype
A working prototype on your real data, quickly. We put it in front of real users and iterate on what we learn.
Build for production
Integration with your systems, guardrails, monitoring, and tuning for cost and latency.
Hand over & scale
Docs and training so your team runs it. If you need us, we stay on for further iteration.
What we build with.
A deliberately small, modern toolset — chosen so your team can keep running it after we hand over.
Case studies coming soon
We're preparing write-ups of recent work. Ask us for details by email: contact@aipulse.lol
Have a use case in mind?
Tell us what you're trying to get done. We'll reply with honest thoughts on whether — and how — AI can help.
contact@aipulse.lol