Insights
Essays for leaders turning data and AI into useful work, written by the teams who build it. The costs, choices and operating realities behind the promise.
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FeaturedAI strategy
A good demo proves the model can do the task. It says nothing about who handles the missing contract, the disputed clause or the request that lands while the specialist is on leave.
DHIRA Delivery team3 min read
Platform decisionsPreview
DHIRA Platform team3 min read
Data foundations
Sales, operations and finance bring different totals to the same meeting, and each followed a sensible rule. Before you build another dashboard, agree what the number is for.
DHIRA Data Engineering3 min read
GovernancePreview
An agent that recommends and an agent that acts are different hires. Draw the approval line into the workflow before you widen what the agent may touch.
DHIRA Applied AI team3 min read
[01] The library
Browse every essay by topic, or search for the question on your desk. Each one ends with something you can take into your next meeting.
12 essays
AI strategy
A good demo proves the model can do the task. It says nothing about who handles the missing contract, the disputed clause or the request that lands while the specialist is on leave.
DHIRA Delivery team3 min read
Platform decisionsPreview
A good platform evaluation ends in a sentence you can sign: this configured service supports this decision, for these users, with these sources, under these responsibilities.
DHIRA Platform team3 min read
Data foundations
Sales, operations and finance bring different totals to the same meeting, and each followed a sensible rule. Before you build another dashboard, agree what the number is for.
DHIRA Data Engineering3 min read
GovernancePreview
An agent that recommends and an agent that acts are different hires. Draw the approval line into the workflow before you widen what the agent may touch.
DHIRA Applied AI team3 min read
Data foundations
Real business questions cut across contracts, customers, orders and policies. Finding the right file is the easy part. Connecting what it means is the work.
DHIRA Platform team3 min read
AI strategy
Token prices show you one line of the bill. The number that matters is the cost of an accepted result, with the review time, retries and exceptions included.
DHIRA Applied AI team3 min read
Governance
Connect more company knowledge to an assistant and old permission mistakes surface faster. Check who can retrieve what before you judge how well it answers.
DHIRA Security and Governance3 min read
Platform decisions
A platform licence doesn’t remove integration work, and an internal build doesn’t remove dependence. Compare the responsibilities each option leaves you holding.
DHIRA Advisory3 min read
Public sector
Public programmes need more than clean totals. Design reconciliation around the exceptions, the corrections and the people a data decision affects.
DHIRA Public Sector practice3 min read
Platform decisions
Every team that reconnects the same sources and redefines the same metrics pays the same bill again. Build a shared foundation around proven demand, with an owner and room for local needs.
DHIRA Platform team3 min read
Data foundations
The useful forecast fits the planning horizon, the cost of being wrong and the information you actually have when the decision is due.
DHIRA Machine Learning team3 min read
AI strategy
Adoption figures prove activity. A board needs evidence of accepted outcomes, benefits actually realised, the running costs and a decision about what happens next.
DHIRA Advisory3 min read
[02] Keep a clear view
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From perspective to practice
Discuss the data, decisions and delivery work behind your next AI initiative with the DHIRA team.