AI & Data
AI that earns its place in production. We take you from "should we?" to shipped — pilots that prove value, agents that do real work, and data foundations you can trust.
AI PoC & MVP Development
Turn AI concepts into working pilots that prove value.
The fastest way to know if AI will work for your business is to build a small version that does. We ship focused pilots in weeks — with real data, real users, and honest measurement of whether it's worth scaling.
- Working pilot in 3–6 weeks, on your data
- Clear success metrics agreed up front
- Honest scale/kill recommendation at the end
- Architecture that carries into production
AI Discovery, Strategy & Roadmap
Prioritized use cases, readiness checks, and ROI clarity.
Most companies don't need more AI ideas — they need to know which three are worth funding. We assess your data readiness, map use cases to business value, and hand you a prioritized roadmap with realistic costs and timelines.
- Use-case discovery workshops with your teams
- Data and infrastructure readiness assessment
- ROI modeling per use case
- A sequenced roadmap — quick wins first
AI Agents & Workflows
Connect and scale AI agents across real business workflows.
Agents that draft, triage, reconcile, and route — embedded in the tools your team already uses. We design agent systems with the oversight, fallbacks, and audit trails that let you actually trust them with work.
- Agents integrated into your existing systems
- Human-in-the-loop controls where stakes are high
- Monitoring, audit trails, and cost controls
- Scales from one workflow to many
Intelligent Automation
Streamline operations with automation that boosts efficiency.
The unglamorous work that eats your team's week — data entry, document handling, approvals, reporting — automated with a pragmatic mix of AI and classic workflow tooling. We automate the process, not just the task.
- Process mapping to find the highest-ROI automations
- Document processing, extraction, and classification
- Workflow orchestration across your systems
- Measured in hours saved, not features shipped
Machine Learning Solutions
Predictive insights through end-to-end ML.
Demand forecasting, churn prediction, pricing, anomaly detection — custom models built end to end: from data preparation and training through deployment and retraining, with performance you can verify.
- Custom models for forecasting, scoring, and detection
- Full lifecycle: data prep → training → deployment
- Baselines and honest evaluation before you invest
- Retraining pipelines so accuracy doesn't decay
Data Engineering & Integration
Connect silos and modernize pipelines for reliable, AI-ready data.
Every AI initiative lives or dies on data quality. We connect your scattered systems, build reliable pipelines, and give you a single source of truth — the foundation everything else stands on.
- Pipeline design and modernization (batch & streaming)
- System integration across ERPs, CRMs, and custom apps
- Data warehouses and lakehouse architectures
- Quality monitoring so bad data gets caught early
Data Science & Predictive Analytics
Forecast trends and power smarter decisions.
Turn the data you already have into decisions you can defend. We build analytics and forecasting that answer real operator questions — what's coming, what's driving it, and what to do about it.
- Forecasting and trend analysis on your data
- Dashboards built around decisions, not vanity metrics
- Experimentation and measurement frameworks
- Plain-language findings your whole team can act on
AI Pods
Spin up a focused AI team to ship production-ready systems in weeks.
A self-contained team — AI engineer, data engineer, product lead — dedicated to your initiative. One pod, one goal, shipping to production in weeks. The fastest way to go from roadmap to running system.
- Dedicated cross-functional team, no ramp-up drag
- Weekly shipped increments, not status decks
- Production-ready: monitored, documented, handed over
- Flexible duration — extend, scale, or wind down cleanly