Specification and Terms of Reference Agent

The Specification and Terms of Reference Agent drafts specifications, terms of reference and evaluation criteria from the end-user's needs, previous tenders and your SCM policy. It keeps requirements objective, measurable and non-restrictive, aligned to the PPPFA and Preferential Procurement Regulations 2022, and ready for the Public Procurement Act as it comes into force.

Ideal forSupply chain management teams

The difference

From 16-24 hours per specification to 4-6 hours

Specifications reach the committee sooner and in better shape, shortening the time from need to advertised tender.

Done by hand

16-24 hours per specification

With the Vanine agent

4-6 hours

Time returned to your team

75%

Indicative figures. We measure your own baseline in the first fortnight so the numbers you see are yours.

Fewer challenges and cancellations

Vague or brand-specific specifications invite complaints, poor bids and cancelled tenders. The agent flags restrictive wording and unclear deliverables before the tender is advertised.

Criteria evaluators can apply

Functionality criteria without clear scoring guidance lead to inconsistent scores. The agent drafts measurable criteria with scoring indicators the committee can apply consistently.

Built for audit scrutiny

Irregular expenditure findings often trace back to flawed procurement documents. Aligning specifications to your SCM policy and the PPPFA from the start protects the process.

Capabilities

Clear, fair specifications that attract the right bids and survive audit.

Built for bid specification committees, SCM practitioners, end-user departments and procurement managers in national and provincial departments, municipalities, SOEs and private-sector procurement teams.

Needs to specification

Turns end-user requirements, meeting notes and previous tenders into a structured specification or terms of reference with scope, deliverables and timelines.

Restrictive wording checks

Flags brand names, unnecessary experience thresholds and requirements that could unfairly limit competition, and suggests neutral alternatives.

Evaluation criteria design

Drafts functionality criteria, weightings and scoring guides, and sets out the applicable 80/20 or 90/10 preference point system and specific goals.

Policy alignment

Checks the draft against your SCM policy, the PPPFA and Preferential Procurement Regulations 2022, and applicable Treasury instructions.

Returnables and conditions

Lists the required SBD forms, CSD registration, tax compliance, CIDB grading and any local content or designated sector requirements that apply.

Public procurement act readiness

Tracks how your documents will need to change as the Public Procurement Act and its regulations are implemented, so you can adapt early.

How it works

From your systems to a result you sign off

The bid specification committee reviews and approves the specification, and the accounting officer or delegate authorises the tender.

SAPOracleSharePointOutlookTeamsExcel
Any system you use
Connects

Connect the places your procurement documents already live.

End-user requirements, previous tenders and your SCM policy and templates in SharePoint or your procurement system. Already use something else? We connect that too.

  • OpenAI Frontier
  • Your own AI platform or models
  • Microsoft 365 (Teams, SharePoint, Outlook, Excel)
  • Copilot Studio
  • SharePoint SCM policy and tender libraries
  • SAP Ariba and Coupa sourcing
  • Oracle and SAP procurement modules
Works in

Runs on request in Teams, Word or OpenAI Frontier, using the models your organisation approves.

Needs to specification
Restrictive wording checks
Evaluation criteria design
Policy alignment
Returnables and conditions
Public procurement act readiness
Delivers to

A draft specification or terms of reference in your template, with an evaluation criteria schedule and a policy alignment note.

Step by step

  1. 01

    The end-user submits a need or request for a specification.

  2. 02

    The agent gathers requirements, previous tenders and the relevant SCM policy.

  3. 03

    It drafts the specification, terms of reference and evaluation criteria.

  4. 04

    It flags restrictive wording and checks alignment to the PPPFA and your policy.

  5. 05

    The bid specification committee reviews, amends and approves the document.

Deployment

Runs inside the tools your team already uses

The same agent and the same cited output, delivered three ways: through the AI assistant you have rolled out, on a model you host yourself, or inside your own software.

Model Context Protocol

In the frontier assistant you already pay for

We publish the agent as an MCP server. Add it as a connector and your team calls it from the chat they use every day, with no new tool to learn.

Adopting frontier AI across your teams
Called from ClaudeMCP connected

"Draft the ICT support terms of reference"

Toolspecification_and_terms_of_reference.draft_tor
request
ICT-2026-07
policy
SCM Policy 2025
Returned14 sections draftedEvery finding linked to its source document
Self-hosted

On a model you host yourself

Run the agent on open-weight models in your data centre or private cloud. Your procurement documents never leave your network, which keeps POPIA and data residency straightforward.

  • Llama
  • Mistral
  • Ollama
  • or any OpenAI-compatible endpoint
Sovereign AI on your infrastructure
Bespoke systems

Inside your own software

Trigger a run from your own workflows, and push the finished output into your ERP, GRC or reporting systems. We build the integration with your team.

  • REST API
  • Webhooks
  • Batch jobs
  • Embeddable review panel
Custom integrations from our software factory
Governance

Governed the same way, every route

Whichever way your team reaches the agent, identity, permissions and audit stay with your existing controls.

  • Single sign-on through Entra ID, Okta or Google Workspace
  • Reads only the documents each user is already allowed to open
  • Every tool call written to an audit log you can export
How your data is handled

DATA SECURITY & PRIVACY

Your procurement documents stay yours.

The agent runs inside your tenancy, reads only what each task needs, and never trains on your procurement documents. Every step is logged so your auditors can see exactly what it touched.

Built for regulated work.

+
WHAT THE AGENT KEEPSONLY THE OUTPUTENCRYPTED AT REST0 BIT AES0% DELETABLE0 TRAINING RUNS

YOUR PROCUREMENT DOCUMENTS NEVER LEAVE YOUR ENVIRONMENT

More agents

More agents we build for South African enterprises

Each one is built on the same foundation: your documents, your rules, and your people signing off.

Precision AI for Institutional Workflows

Build once.Deploy across teams.Improve over time.