What we do
We build
agents
From autonomous agents to real-time personalization, one team designs, builds, and operates every capability here, then combines them into the systems your business runs on.
Capabilities
Five disciplines we build and run.
Every one solves a real business problem and holds up in production.
01 · Agentic & Language AI
Agentic & Language AI
Assistants that answer straight from your data, and agents that plan and act on it.
What you get
- Your team gets answers pulled straight from your own data, no digging required.
- The repetitive, multi-step work runs itself, so people spend time where it counts.
- Anything risky still waits for a human to sign off, so you can trust what goes out.
How we build it
RAG & grounding
Answers cited to your data, not the open web.
Tool & API calling
Agents that operate your real systems to finish a task.
Multi-agent orchestration
Planner–worker graphs that decompose long tasks.
Human-in-the-loop
Approval gates on high-risk actions.
Evals & guardrails
Harnesses that hold behaviour in production.
Computer Vision
Real-time detection, tracking, and inspection, in the cloud or right on the edge.
What you get
- Defects get caught the moment they happen, before anything ships.
- It runs right on the floor, with no cloud lag and no data leaving your site.
- Your inspectors spend their time on the real exceptions, not the routine checks.
How we build it
Detection & classification
Find and label what matters in every frame.
Multi-object tracking
Follow many objects through dense, fast scenes.
Segmentation & inspection
Pixel-level quality checks on the line.
Edge optimization
Quantized to run on Jetson, not only the cloud.
Machine Learning & Predictive Analytics
Custom models that forecast, catch anomalies, and sharpen everyday decisions.
What you get
- Plan against demand and supply you can forecast with confidence.
- See failures and anomalies coming well before they cost you.
- Your day-to-day operational calls come back optimized, not guessed.
How we build it
Time-series forecasting
Demand, supply, and load you can plan against.
Anomaly detection
Catch outliers and failures before they cost you.
Optimization
Operational decisions solved under real constraints.
Retraining loops
Continuous evaluation so accuracy doesn't drift.
Workflow Automation
Reliable pipelines with LLM judgment dropped in exactly where it counts.
What you get
- The manual handoffs that slow everything down simply go away.
- Every step stays auditable and reversible.
- Your people only step in for the hard cases.
How we build it
Orchestration
Reliable, observable pipelines across your systems.
LLM decision steps
Reasoning applied precisely where rules can't reach.
Human escalation
The hard calls routed to a person, not guessed.
System integration
Wired into the tools and data you already run on.
Personalization Engines
Recommendations and ranking that read each user's intent in real time.
What you get
- Every user sees what they're most likely to want next.
- It adapts in real time as behavior shifts, instead of overnight.
- Engagement and conversion climb, measured against real holdouts.
How we build it
Recommenders
Surface the right item for each user, continuously.
Learning-to-rank
Order what's shown by predicted intent.
Embeddings
Represent users and items so relevance generalizes.
Real-time signals
React to behaviour as it happens, not overnight.
Beyond the five
Don't see what you need?
The problems that don't fit a box are the ones we like most. Tell us what you're up against and we'll build the system for it.