AI built into your product, not bolted on.

From seed-stage SaaS to public software companies — we ship copilots, onboarding agents, churn predictors, and internal AI platforms that actually move MRR.

AI that ships where you work.

Six high-leverage use cases we've shipped for SaaS & Software teams. Every engagement starts with the workflow you care about most.

01

Product Copilots

In-app assistants grounded in your docs, data, and user context — answering support questions and driving activation.

02

Onboarding Agents

Guided, AI-personalized onboarding flows that cut time-to-first-value and lift trial-to-paid conversion.

03

Churn Prediction

Usage and sentiment signals combined into a churn score — with automated retention plays per cohort.

04

Internal AI Platforms

A shared LLM gateway, eval harness, and prompt registry for your engineering org — so every team ships AI safely.

05

Pricing Intelligence

Packaging and pricing models driven by usage data, cohort economics, and willingness-to-pay experiments.

06

Support Automation

Tier-1 ticket resolution with AI that routes, drafts, and closes — with humans only where it matters.

Built for SaaS & Software, out of the box.

Tech stack & integrations

Node/Python stacks, Postgres, Snowflake, BigQuery. OpenAI, Anthropic, Azure AI, AWS Bedrock. Segment, Amplitude, PostHog.

Compliance & guardrails

SOC 2-ready architectures, data-residency controls, prompt-injection hardening, and full audit trails by default.

AI for SaaS & Software starts here.

Tell us your highest-leverage workflow. We'll scope a 4-week proof in the first call.