What we do
We start with product and engineering, because that is where AI investments stall first. The same operating system extends to marketing, sales, operations, and finance.
What we mean by operating system
Specs that execute. Evals that survive model swaps. Workflows designed around AI, not retrofitted. Delivered by senior operators, running on the Kairos platform.
Two flagship engagements
2 weeks
The fastest way to understand why your AI investment is not compounding and what to do about it. Structured interviews, workflow mapping, spec and eval review.
What you get
8 weeks
The transformation engagement that takes product teams from consuming AI to building AI products that work in production. 6 modules on the Kairos platform. Open enrollment for individual PMs or enterprise cohorts.
What you get
Outcomes
For PMs and product leads
The first 6 modules ship in the open PM cohort. Modules 7-10 are reserved for Embedded mode and Team Training engagements, where the work runs against your real product.
Rewire how a product leader works, thinks, and ships with AI in the loop.
Move from one-shot prompting to designed, testable prompt systems.
Ship working prototypes without waiting on engineering.
Design AI features as systems, not features. Inputs, retrieval, reasoning, outputs, feedback.
Design for probabilistic outputs. Trust, legibility, and graceful failure.
Measure AI quality over time. Offline evals, online evals, regression prevention.
Get the right context to the model. Retrieval, chunking, relevance, grounding.
Enterprise track
Compose tools, memory, and planning into reliable agent workflows.
Enterprise track
Write executable specs that engineers can ship against. End the translation tax.
Enterprise track
When vector search hits its limits, structure beats similarity.
Enterprise track
For CTOs and engineering leaders
Design, version, and test prompts at scale.
Compose agents, tools, and workflows.
Context retrieval without the infrastructure work.
Offline and online evaluation, regression tracking.
Synthetic datasets that mirror your production.
Structured retrieval for high-precision domains.
See exactly what happened at every step.
Every module has a live playground with synthetic data.
Native coverage across
For program leaders
8 weeks live plus async
The full program. 10 modules on the Kairos platform, staged capstone, baseline and post-program capability assessments, instructor office hours twice a week plus Slack.
Best for: Teams of 4 to 12 PMs who own AI features on the roadmap.
2 to 3 half-day workshops
For CPOs and VPs. AI systems thinking, evaluation strategy, build-versus-buy. No 8-week commitment.
Best for: Product executives who need the decision frame, not the hands-on build.
8 to 12 weeks
Kairos instructors co-work on a real roadmap feature. The capstone becomes a production-ready feature. Premium tier.
Best for: Teams that want accelerated delivery, not just training.
Before you talk to us
The flywheel that separates organizations pulling ahead from everyone else. Better Specs → Better AI Outputs → Better Eval Data → Better System Design.
Download the framework →A 30-question self-check on where your operating model is breaking. Spec discipline, eval practice, governance, team structure.
Download the checklist →What's next
Product and engineering is where we start because that is where AI investments stall first. Talk to us about scoping a program for your full organization.
