Do you build models or just advise?

Both. We’ll do strategy alone, build alone, or run end-to-end — including post-deployment monitoring.

Do you use proprietary stacks?

We use whatever is right and whatever is yours. We’ve shipped on commercial cloud, open-source, and on-premises stacks.

Every model gets a model card, a risk register, and a monitoring plan. We don’t deploy systems we can’t turn off or audit.

Often. Cheaper, simpler statistical methods are frequently the right answer. We’ll say so.

◉SERVICES · 01

From use-case discovery to deployable AI systems — and the discipline to recommend simpler methods when AI isn’t the answer.

§ 01

Where AI tends to pay back the discipline it requires.

USE CASE

LLM systems integrated with your data and policy boundaries — designed to assist analysts, not replace judgment.

USE CASE

Optimization and scenario tools for budget, supply, infrastructure, and reconstruction planning.

USE CASE

Time-series and structured ML for operations: caseloads, cash, demand, and exception flagging.

USE CASE

Structured extraction and review pipelines for policy archives, reports, and legal documents.

USE CASE

AI-assisted instruments, transcription, and coding for fieldwork in low-bandwidth contexts.

USE CASE

Agent-based and microsimulation models that test policy options before they’re shipped.

§ 02

Five phases. The discovery phase is paid and produces a usable artefact even if you don’t proceed.

Phase	Goal	Outputs
01 · DISCOVERY	Surface candidate use cases, score them, kill the bad ones.	Use-case register + ROI memo
02 · PILOT	Smallest end-to-end version that exercises the riskiest assumption.	Pilot system + decision review
03 · BUILD	Production-grade system: data, model, integration, monitoring.	Deployed system + model card
04 · GOVERNANCE	Risk register, escalation paths, monitoring plan.	Governance pack + run-book
05 · CAPACITY	Train your operators to run, audit, and modify it without us.	Documentation + workshop series

§ 03

Specific to AI engagements.

Both. We’ll do strategy alone, build alone, or run end-to-end — including post-deployment monitoring.
We use whatever is right and whatever is yours. We’ve shipped on commercial cloud, open-source, and on-premises stacks.
Every model gets a model card, a risk register, and a monitoring plan. We don’t deploy systems we can’t turn off or audit.
Often. Cheaper, simpler statistical methods are frequently the right answer. We’ll say so.

We’ll tell you whether AI is the right answer — and what it would cost if it is.