Expertise
What we know. What we build with.
Design, engineering, AI, and generative media. Shaped through real engagements, not trend-chasing. Every discipline earns its place.
Disciplines
What we know deeply.
Our deep AI craft meets your deep domain knowledge.
AI Agents
Autonomous and semi-autonomous agents that plan, use tools, and collaborate with humans. Multi-agent orchestration, memory, and decision-making built for real workloads.
RAG & Knowledge Systems
Retrieval-augmented generation, vector databases, embedding pipelines, and knowledge graphs. Making AI useful with your data, not just general knowledge.
Large Language Models
The full LLM stack. Integration, fine-tuning, custom reasoning systems, and evaluation pipelines. Domain-specific models that outperform general-purpose on your problem.
AI Vision
Computer vision, object detection, image classification, and multimodal understanding. From custom-trained vision models to LLM-powered visual analysis. We make machines see what matters.
ML Engineering
Classical ML, custom neural architectures, and the training infrastructure to support them. Recommendation systems, time-series forecasting, anomaly detection. The models that don't make headlines but drive decisions.
Data Engineering & Science
The foundation that makes models useful. Feature engineering, data pipelines, warehousing, and the analytical layer that turns raw data into training-ready inputs and business insight.
AI Safety & Evaluation
Guardrails, red-teaming, output validation, and bias testing. We build the trust layer that makes AI safe to ship. Scoring, monitoring, and failure modes you can actually reason about.
Use Cases
What we build.
Real problems, AI-first solutions.
AI Assistants & Copilots
Agents embedded in your product that speak your domain, hold context across sessions, and know when to act vs. ask. Not a chatbot stapled to a sidebar. A collaborator built around how your team actually works.
Customer-Facing Chat
Chat experiences your customers interact with that sound like your best people. Grounded in your data, trained on your voice, and able to handle the questions only someone in your industry would ask. Handoffs to humans are seamless because the agent already did the triage.
Voice & Multimodal Interfaces
Voice-first products and multimodal interfaces shaped by your users' actual workflows. Speech-to-action, document upload, image recognition, all in the same turn. Built for the way your people already work, not a generic input box.
Business Process Automation
Agents that own your specific workflows end to end. Not generic automation. Systems that understand your approval chains, your edge cases, your escalation rules. They reason about exceptions the way your best ops person would.
Intelligent Integrations
Connections between your systems that think, not just pipe data. AI that understands your business context when routing between tools. Reads an inbound email, knows what it means for your operations, and acts accordingly.
Data Pipelines & ETL
Pipelines built around your data, not generic templates. AI-assisted schema mapping tuned to your sources, anomaly detection that knows what abnormal looks like in your domain, and self-healing transforms that handle your vendors' format drift.
AI-Powered Search
Search that understands your terminology, your org structure, and your data. Your team asks a question in their own language and gets an answer with sources, not a list of links. Scoped to your access controls, trained on your knowledge.
Deep Research
Domain-specific research tools built for your team or your clients. AI that reads your corpus, synthesizes across your sources, and delivers answers with reasoning your industry trusts. Not a generic summarizer. A research engine that knows your field.
Knowledge Bases & Documentation
Documentation systems that understand your organization's knowledge, not just store it. AI that indexes across your tools, answers in context, and flags when your information is stale. Built around how your team actually finds and shares what they know.
Content Intelligence
Classification and extraction trained on your taxonomy, not generic categories. AI that reads your documents the way your best analyst would, tags them the way your team thinks, and makes what it learned searchable in your terms.
Multi-Agent Systems
Agent teams designed around your operations. Planning agents that understand your priorities, execution agents trained on your processes, review agents that apply your standards. An org chart for work that doesn't need humans, modeled on the one that does.
Human-in-the-Loop Workflows
Systems calibrated to your team's risk tolerance and expertise. Agents handle the volume, your people handle the judgment. Approval gates, confidence thresholds, and escalation paths designed around how your organization actually makes decisions.
Autonomous Operations
Agents trained on your operational patterns that monitor, diagnose, and act on their own. They know what normal looks like in your environment, catch what's off, and respond according to your runbook. Human oversight without human babysitting.
Partners
The platforms we build on.
Vercel · AWS · Google Cloud · Azure
Anthropic · OpenAI · Google DeepMind · Meta Llama · Mistral
Stability AI · Black Forest Labs · Runway · ElevenLabs