AI Strategy & Roadmapping
Clarity on where AI belongs in your business, what to build, and what to ignore. We prioritize initiatives by impact, complexity, and readiness.
AI Strategy & Implementation
AI consultancy for teams that can’t afford to guess.
We help product, data, and operations leaders design, validate, and deploy AI systems that create measurable value—without the hype, noise, or black boxes.
Services
Precision guidance across the AI lifecycle.
We partner with teams from first principles through to scaled deployment, with a bias toward pragmatic, auditable solutions.
Solution & Data Architecture
From data pipelines to model selection, we design the architecture that makes AI maintainable, observable, and resilient in production.
Pilots & Experimentation
Tight feedback loops, clean evaluation, and clear KPIs. We shape experiments so you can trust what “better” means.
Consultancy calculator
See how much time AI agents can give back to your team.
Choose the type of business you run and we’ll estimate weekly hours saved by introducing well-designed AI agents into your operations.
Estimates are directional and based on typical client engagements.
Current time spent on manual work
– hrs / week
Hours AI agents can save
– hrs / week
Time you get back
– hrs / week
% of time reclaimed
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Want a precise model for your team? Share your context below and we’ll map the numbers to your workflows.
Selected Work
Recent AI initiatives, in one Bento grid.
A snapshot of how we help teams move from vague AI ambitions to well-governed, production-grade capabilities.
Reducing support volume with retrieval-augmented assistants.
Designed and shipped an RAG-based assistant for a global SaaS platform, surfacing precise answers from policy, product, and historical ticket data.
- Deflection rate
- 38% self-resolved tickets
- Time-to-answer
- ↓ 72% median handle time
Ops & Risk
Human-in-the-loop underwriting copilot.
Co-designed workflows where models propose decisions, while underwriters retain authority, traceability, and oversight.
Bias analysis and auditability baked in.
Product
Personalized onboarding journeys at scale.
Used behavioral clustering and sequence modeling to adapt onboarding flows in real time, without overfitting to noise.
- Activation
- +19% week-one activation
- Churn risk
- Targeted interventions for at-risk cohorts.
Governance
AI guidelines and decision frameworks.
Helped a regulated organization articulate AI principles, risk tiers, and approval workflows in language leadership could own.
Playbooks that are opinionated, but still adaptable.
Approach
Quiet, clear, and rigorously pragmatic.
We operate as an extension of your leadership and technical teams—comfortable in the details of model behavior and infrastructure, but always anchored to business outcomes.
Our work is structured, lightly opinionated, and vendor-agnostic. We value written clarity over slideware, and measurable impact over novelty.
Contact
Share your context. We’ll respond with a point of view.
Tell us about your team, timelines, and what you’re hoping AI can unlock. We’ll follow up within two business days.