Custom AI systems

We build agents.

We turn complex knowledge and repetitive work into faster decisions, better service, and new product capabilities.

Explore our work

From signal
to action.

01 / Capabilities

AI built around
your work.

Agents, software, and integrations that turn complex work into measurable outcomes.

01 Research & analysis

Find the answer.
See the evidence.

Search internal and external sources. Get concise research with every claim tied to evidence.

  • Decision briefs
  • Document intelligence
  • Technical research

02 Tools & automation

Move work forward.
Keep control.

Connect agents to your systems, automate repeatable work, and keep people in control of critical actions.

  • Workflow automation
  • Tool integrations
  • Human review

03 AI products & experiences

Build smarter
customer experiences.

Add assistants, voice, and vision to products so customers can find answers and complete tasks.

  • Customer assistants
  • Voice & vision
  • AI product features

02 / Delivery

From brief to
working system.

Strategy, engineering, evaluation, and launch—delivered by the people building your system.

Our engineering approach
  1. 01

    Define the opportunity.

    Set goals, data access, human review, and measures of success.

  2. 02

    Build & evaluate.

    Develop agents and integrations. Test quality, speed, cost, and edge cases.

  3. 03

    Launch & operate.

    Deploy, document, and support the system as needs evolve.

03 / Selected work

Systems in
the real world.

Three systems spanning connected devices, commerce, and a closed-loop AI product. The engineering stays concrete: architecture, tools, and evaluation.

Consumer AI hardware

A multimodal assistant, device to cloud

Real-time audio and video inference on an NVIDIA Jetson, with an on-device classifier routing requests between local and cloud models and a shared tool layer for home automation.

  • Multimodal Python pipelines
  • Edge/cloud model routing
  • Scoped tool access
Read the case study

Commerce platform

An agentic storefront builder

A custom agent that ingested existing sites, planned and built local storefront and checkout experiences, and kept durable run evidence for review, recovery, and evaluation.

  • Purpose-built agent tools
  • Durable execution history
  • Task-specific evaluation
Read the case study

Career software

A closed-loop AI job-search workspace

Direct-source discovery, evidence-grounded ranking, truthful resume tailoring, application assistance, and communications connected to one canonical job record.

  • Agentic product workflows
  • Lane-specific model routing
  • Evaluation and review tools
Read the case study

Try it

See an agent
do the work.

Turn a sample customer inquiry into a project brief, and see the tool calls behind it.

Try the demo

Field note

Evals are easy to postpone.
Expensive to skip.

How we make model and prompt changes measurable across real workflow lanes—with representative fixtures, budget-gated live runs, inspectable evidence, and promotion decisions a team can defend.

Read the evaluation field note
task fixturescandidate routesquality · cost · latencypromote / keep / investigate / hold

Bring us the hard
problem.

Tell us what slows your team down. We’ll build a system that moves the work forward.

Let’s talk

Discuss your
project.

Tell us what you want to build and where the work gets difficult.

Contact details
Project details

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