Government & Public Sector · Data protection & compliance

Public procurement & tender compliance

Bid files compared with the specification; the commission decides on a prepared findings list.

In short

Public procurement & tender compliance is an Aginies solution package for the Government & Public Sector sector in the “data protection & compliance” area. What the agents do: Bid documents are classified and read: guarantee, qualification, experience, technical annexes, e-signature; every bid is matched with administrative and technical clauses; non-conformity candidates are flagged. Expected outcomes: commission preparation drops from days to hours; consistent, justified, appeal-resistant evaluation; every finding linked to its source document, audit-ready. The package uses the Vision extraction, Document classification, Clause matching, Explainable findings capabilities of the Aginies platform and can be watched live through the Public procurement bid file pre-check, Contract clause extraction, Supplier security and compliance assessment scenarios in the agent library.

The problem

Hundreds of documents and dozens of specification clauses are compared by hand; gaps surface in the commission meeting and appeal risk grows.

What the agents do
  1. 01Bid documents are classified and read: guarantee, qualification, experience, technical annexes, e-signature.
  2. 02Every bid is matched with administrative and technical clauses; non-conformity candidates are flagged.
  3. 03Checklist and minutes draft are produced with clause numbers.
  4. 04Conformity and elimination decisions stay with the tender commission; ambiguous clauses are flagged to it.
Package scope
  • Comparison of bid files with the specification and regulation
  • Findings on missing documents, non-compliant bids and conflicts of interest
  • Findings list and reasoning draft for the commission
  • Tender calendar and deadline tracking
What you need to start
  • Read access to the e-procurement platform and the institution’s tender files
  • Specification templates and evaluation criteria
  • Commission members and approval flow
Architecture

Derived from the linked scenarios: the supervisors, specialist agents, models and systems that run this package.

Supervisors
Tender SupervisorContract SupervisorSupplier Security Supervisor
Specialist agents
Document AgentSpecification AgentMinutes AgentClause AgentPlaybook AgentCLM AgentAssessment AgentCase Agent
Models (Hub catalogue)
aginies-konrul-1aginies-tulpar-4aginies-talay-2
Systems touched
e-Procurement PlatformSpecification Vector StoreDocument StoreCLM (Contract Lifecycle Management)Legal Playbook Vector StoreDocument Store (S3)Exchange / M365 MailSupplier Management (SRM)Security Requirements (vector)E-mail
Channels
batchwebemailapi
Simulation volumes
2,680runs / month
95.1%success rate
8 smedian duration
$0.0177estimated cost / run

Summed from the simulation definitions of the linked scenarios; recalculated for your scale in the discovery session.

Outcomes
  • Commission preparation drops from days to hours
  • Consistent, justified, appeal-resistant evaluation
  • Every finding linked to its source document, audit-ready
Capabilities used
Vision extractionDocument classificationClause matchingExplainable findingsHuman-in-the-loopOn-prem models
Explore the platform →
Measured targets
File pre-review time70% shorter
Missed missing documentsNear zero
Appeals against commission decisionsFewer

Target ranges from comparable deployments; baseline and target are fixed together in the first week of the pilot.

Governance and approval rules

Scenario-level approval rules plus the package’s general controls.

  • Public procurement bid file pre-checkConformity and elimination decisions always with the tender commission; the agent only prepares
  • Contract clause extractionHigh-risk deviation or contract value > 500,000 € → counsel approval
  • Supplier security and compliance assessmentThe qualification decision always sits with the facility security manager; the agent only prepares
  • packageElimination and award decisions only with the commission; the agent produces findings
  • packageEvery finding with a document and article reference; audit-ready
Rollout
  1. 1 · Rule and control design · 2–3 weeksRegulatory articles translated into the control set, the decision matrix approved with compliance, trace requirements written.
  2. 2 · Shadow period · 4 weeksThe agent produces findings and recommendations, the expert decides; disagreement rate and reasoning quality measured.
  3. 3 · Audit-ready operationControl evidence collected automatically; audit reports and the exception register opened to internal audit.

Time to move from experimenting with AI to transforming with it.

In a 30-minute discovery session we take your 2–3 priority business problems, show a live demo of a similar scenario, and draft a roadmap that starts with the Value layer.

Book a 30-minute discovery session → dahi@aginies.com
  1. Your 2–3 priority problems
  2. Live demo of a similar scenario
  3. Roadmap starting with value analysis