Monthly Progress Report Agent

The Monthly Progress Report Agent compiles your client or funder progress report from the sources you already keep: minutes, the programme, the cost report, site photos, safety statistics and quality records. It drafts a consistent report covering progress against programme, cost, health and safety, quality, risks and key decisions, so the monthly report no longer depends on one person chasing inputs.

Ideal forProject managers

The difference

From 1-2 days per report to 2-3 hours

Project managers spend their time on the issues the report raises, not on formatting and chasing figures.

Done by hand

1-2 days per report

With the Vanine agent

2-3 hours

Time returned to your team

80%

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

No more chasing inputs

Progress reports stall while someone collects the programme update, cost figures and safety stats. The agent pulls them together from the source systems each month.

Consistent reporting funders expect

Developers, DFIs and lenders want the same structure every month. A consistent report makes trends in progress, cost and risk easy to follow and supports drawdown approvals.

Grounded in your records

Every statement traces back to minutes, the programme or the cost report, so the narrative reflects the real position on site rather than optimism.

Capabilities

The monthly progress report assembled from your records, ready for review in hours.

Built for project managers, principal agents and development managers at South African contractors, developers and consultants reporting to clients, boards, DFIs and funders.

Multi-source assembly

Draws from minutes, the action register, programme updates, the cost report, photos, safety and quality records into one structured report.

Programme progress

Summarises progress against baseline, critical path movements and forecast completion from Primavera P6 or MS Project updates.

Cost and cash flow summary

Carries the headline budget, forecast final cost, variations and cash flow position from the monthly cost report.

Health, safety and quality

Reports incidents, lost-time injuries, inspections and non-conformances from your safety and quality registers, in line with Construction Regulations 2014 reporting practice.

Risks and decisions

Lists key risks, early warnings, pending decisions and actions required from the client, drawn from the minutes and risk register.

Photo progress record

Selects and captions site photos by area and date to evidence progress for the reporting period.

How it works

From your systems to a result you sign off

The project manager reviews the narrative and figures and approves the report before it is issued to the client or funder.

Primavera P6SharePointOutlookTeamsExcelWord
Any system you use
Connects

Connect the places your project reports already live.

Minutes and registers in SharePoint, programme files from Primavera P6 or MS Project, the cost report, site photos, and safety and quality records from Procore or Aconex. Already use something else? We connect that too.

  • OpenAI Frontier
  • Your own AI platform or models
  • Microsoft 365 (Teams, SharePoint, Outlook, Excel)
  • Copilot Studio
  • Primavera P6 and MS Project
  • Procore and Aconex
  • Candy and WinQS cost reports
  • SharePoint photo and document libraries
Works in

Runs on a schedule at month end, or on request in Teams or OpenAI Frontier, using your approved models.

Multi-source assembly
Programme progress
Cost and cash flow summary
Health, safety and quality
Risks and decisions
Photo progress record
Delivers to

A draft progress report in Word and PDF in your client or funder template, filed in the project's SharePoint site.

Step by step

  1. 01

    The reporting period closes and the agent starts on schedule.

  2. 02

    It collects minutes, programme, cost, photo, safety and quality inputs.

  3. 03

    It drafts each section of the report and flags missing or inconsistent inputs.

  4. 04

    The project manager reviews and edits the draft.

  5. 05

    The approved report is issued to the client or funder and filed.

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

"Pull minutes, programme and cost report"

Toolmonthly_progress_report.gather_sources
period
Month 7
audience
Client and funder
Returned6 sources readEvery 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 project reports 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 project reports stay yours.

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

Built for regulated work.

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

YOUR PROJECT REPORTS NEVER LEAVE YOUR ENVIRONMENT

Precision AI for Institutional Workflows

Build once.Deploy across teams.Improve over time.