What kinds of AI projects do you take on?

Chatbots for support and sales, retrieval-augmented systems grounded in your data, automation agents that draft and route, and recommendation surfaces inside existing tools.

Both, plus open-source models where they fit. We choose per use case based on quality, latency, and cost.

How do you handle hallucinations?

Retrieval grounding, structured outputs, evaluation harnesses, and human review for high-stakes actions.

Can you connect AI to our existing systems?

Yes. CRMs, help desks, warehouses, product databases, and internal APIs. The AI is only as useful as what you connect it to.

AI chatbots & automation

AI that does real work inside your business.

Custom chatbots, agents, and workflow automation for B2B. Insights from your data, recommendations your team can act on, and internal tools that automate the tedious work.

Starting from

Discovery + prototype from $20K

Production systems typically from $50K

Retained monthly for ongoing evaluation and tuning.

The same agents that ship inside our team, packaged for yours. AI is more useful inside a business than outside it — chatbots that route real support tickets, agents that draft, summarize, and triage, automation that turns raw data into recommendations. That is the shape of AI work we take on.

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What you get

Discovery of the workflows AI can meaningfully improve
Custom chatbots for support, sales, or internal use
AI agents that draft, summarize, extract, and route
Retrieval-augmented systems grounded in your data
Workflow automation and next-best-action surfaces
Evaluation, guardrails, and observability from day one

Stacks we ship

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What working with us looks like

Three things you can expect.

First working prototype in your hands in about two weeks. Then a locked scope, a disciplined build, and no scope creep.

Grounded in your data

AI features tied to your own knowledge base, product data, and customer records. Answers your team can actually trust.

Measurable outcomes

We agree on success metrics upfront: deflection rate, time saved, decisions surfaced. Then we measure them.

Safe by default

Guardrails, human-in-the-loop where it matters, and evaluation frameworks that catch regressions before your customers do.

A recent project shape

Support-triage agent for a B2B SaaS

Reads incoming tickets, drafts a first response grounded in the knowledge base, routes to the right team when human help is needed. Cut tier-1 support volume meaningfully in the first weeks after launch. Human review on every response for the first month.

Often paired with

Services that fit alongside.

Admin dashboards

Every product needs a back office. Ship it alongside the product so the ops team is ready on day one.

Web design

The site is often the first thing a customer sees. Give it the same design attention as the product it sells.

Team augmentation

When the work outlasts a project, embed one of our engineers, designers, or PMs inside your team on a monthly retainer.

Frequently asked

Common questions.

Let's talk

Interested in ai chatbots & automation?

Tell us what you're building. We come back within one business day with scope, sequence, and a proposed price.