B2B SaaS
Internal copilots, customer-facing AI features, and the platform layer underneath — shipped with per-tenant cost attribution and CI-gated evals.
Internal copilots and customer-facing AI features that scale
SaaS teams ship AI features on top of the same infra that runs their product. We build internal copilots for support and GTM, customer-facing features that stay reliable under traffic, and the multi-tenant platform layer — private endpoints, per-tenant budgets, observability — that keeps it all sustainable.
Compliance posture
- SOC 2 scaffolding
- Per-tenant isolation
- Quota and budget controls
- Audit trails
Use cases we see.
- Internal copilots across support, CRM, and product docs
- Customer-facing in-app assistants
- Agentic workflow automation for back-office tasks
- MCP servers exposing your product to Claude and Cursor users
- Fine-tuning for domain-specific tasks at inference cost
Solutions that fit this vertical.
Conversational AI & Chat Lookup
Production-grade chat systems that answer from your sources with citations, guardrails, and session memory.
Agents & Workflow Automation
Agentic workflows that read, write, and act across your existing tools — with human-in-the-loop where it matters.
Conversation & History Intelligence
Turn chat transcripts, call logs, and session history into structured insight, alerts, and product feedback.
MCP Servers
Custom Model Context Protocol servers that expose your systems to Claude, ChatGPT, Cursor, and any MCP-aware client.
Cloud AI Infrastructure
We stand up the platform layer so your AI systems are secure, observable, scalable, and cost-governed from day one.
Fine-Tuning & Custom Models
SFT, LoRA, and DPO pipelines on Bedrock, Azure, and Vertex — with the data work and eval harness to make it worth the spend.
In production.
Internal copilot across support, CRM, and product docs
Internal copilot for a growing SaaS team — answers support questions, drafts CRM updates, and summarizes customer calls over Slack and the app.
Stack we use here.
Ready to accelerate your tech growth?
Schedule your free consultation today and let's discuss how we can help your business scale efficiently.
