AI systems you can point at and name

Buyers should not have to guess what an AI partner actually builds. These are real solution patterns CedarPro designs and implements — each one practical, governed and built around a workflow that exists today.

Public sector

Automated Public Sector Procurement Support System

The problem. Procurement teams handle large volumes of documents, specifications, supplier responses, compliance checks and evaluation material. Manual review is slow, inconsistent and difficult to evidence when challenged.

The human role. Humans remain accountable for every final decision. The system supports preparation, review, summarisation and evidence handling — it never awards a contract.

Data and integration. Works with your procurement documents, frameworks and templates. Access controls and audit logging are part of the design, not an add-on.

What the system does

  • Summarises procurement documents
  • Drafts requirements
  • Compares supplier responses side by side
  • Checks compliance evidence and flags gaps
  • Prepares evaluation notes
  • Creates audit-ready summaries
  • Supports governance and decision tracking

Expected benefits: faster evaluation cycles, more consistent reviews and a defensible evidence trail.

What the system does

  • Summarises planning applications
  • Extracts key constraints
  • Compares applications against local policy
  • Summarises objections and consultation responses
  • Prepares draft case notes
  • Identifies missing documents
  • Supports consistent decision preparation

Expected benefits: reduced backlog, faster case preparation and more consistent reporting across officers.

Public sector

Automated Planning Support System

The problem. Planning teams face high volumes of applications, policy documents, consultations, objections and case notes — and the backlog grows faster than headcount ever will.

The human role. Planning officers retain professional judgement and decision responsibility throughout. The system prepares; officers decide.

Data and integration. Built around your local plan, policy library and casework systems, with role-based permissions.

Enterprise & service teams

Internal Knowledge & Decision Support Agent

The problem. Knowledge is scattered across documents, emails, policies, meeting notes and systems. People either ask a colleague, search for twenty minutes, or guess.

The solution. An AI agent that searches approved organisational knowledge and provides cited, role-aware answers — so the answer comes with its source, and access respects existing permissions.

The human role. The agent answers and cites; people verify and act. High-stakes answers route to a named owner.

Use cases

  • Policy Q&A with citations
  • Onboarding new starters
  • HR support
  • Operational guidance
  • Project documentation
  • Service playbooks

Expected benefits: faster answers, fewer interruptions for experts and consistent guidance across teams.

What the academy includes

  • Beginner, intermediate and advanced training
  • Role-based use cases
  • AI tool setup and work harness
  • Team AI operating system
  • Project-based learning
  • Governance and responsible use
All sectors

AI Capability Academy for Organisations

The problem. Most staff are using AI informally, inconsistently or not at all. Leaders need structured capability, governance and adoption — not another tools webinar.

The solution. A 3, 6 or 12-month capability programme that builds AI confidence, practical skills, workflow redesign and internal AI champions across the organisation.

All sectors

AI Transformation Team Builder

The problem. AI adoption often depends on a few enthusiasts. When they move on, the momentum goes with them. Organisations need a capable internal team to sustain the change.

The solution. CedarPro helps design, recruit for and train an internal AI transformation team — with the structure, cadence and reporting to keep adoption moving long after our engagement ends.

What we put in place

  • Role definition and AI champion model
  • Governance structure
  • Workflow discovery process
  • Training and coaching
  • Agent co-build projects
  • Operating cadence, reporting and adoption tracking
Questions

What buyers ask about these systems

Solutions are designed around your data governance requirements. Access controls, permissions and audit logging are part of the architecture, and where policies demand it, systems can be built on infrastructure your organisation already approves.
No. Every CedarPro solution keeps a named human accountable for final decisions. AI prepares, summarises, compares and flags; officers, evaluators and managers decide. That boundary is documented in the governance model that ships with each system.
A focused discovery phase comes first, then iterative delivery. Single-workflow agents typically take four to ten weeks; larger systems such as a procurement or planning support system are scoped per build with staged milestones.
Your team is trained as part of delivery, and every system is handed over with a usage guide, governance documentation and an adoption plan. Ongoing support is available, but the goal is that you can run and improve the system without us.

The best solution is the one built around your workflow

If your problem involves documents, casework, decisions or scattered knowledge, there is a good chance a governed AI system can carry part of the load. Let’s find out.