Questions we get asked
Public Sector and AI agents
Where we start
Four agents for the documentary load
Procurement and bid evaluation
Draft and assess responses consistently against published criteria, with scoring rationale captured.
Casework TriageÂ
Summarise, classify and route incoming cases so officers spend their time on judgement rather than sorting.
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Information Requests
Locate relevant material, propose redactions and prepare responses for officer approval within statutory deadlines.
Policy and consultation
Analyse consultation responses at volume and produce evidenced summaries that stand up to challenge.
Each agent does one job well against your approved content, with sources cited and a person in the loop where judgement is needed. We deliver one at a time, starting with the process that costs you the most.
Governance
What an agent has to answer to
These are configured per agent and evidenced in the audit trail, not promised in a policy document.
Standards and regimes
Generative AI framework for HMG​
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Algorithmic Transparency Recording Standard
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Public Sector Equality Duty​
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UK GDPR and Data protection Act 2018
Controls applied to every agent
Algorithmic transparency record published and current
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Generative AI Framework principles checklist maintained
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Prompts, outputs and configuration retrievable for FOI and audit
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Data protection impact assessment completed and reviewed
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Users are told an AI agent is in use, with its limits
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Human approval gate on consequential outputs
Procurement made straightforward. Neologik is listed on the Digital Marketplace under G-Cloud, and the platform is deployed inside your own Azure tenancy, so data residency, retention and access remain under your control.
How we deliver
One agent at a time, measured against what itÂ
replaced.
We are strategic partners who stay through adoption, not a tool vendor. The sequence is the same in every sector.
Stage 1
Discovery
We map one process end to end and price what it costs you today.
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Stage 2
Proof of value
One agent, one high value process, measured against that baseline.
Stage 3
Production
Deployed inside your own tenancy with governance and audit from day one.
Stage 4
Adoption
We stay through the rollout, because an unused agent saves nothing.