Archaeological Excavation Services · Tendering, clients, and project delivery

AI Archaeology Unit Project Portfolio and Utilisation Dashboard

This AI-driven portfolio and utilisation dashboard supports tendering, client delivery, and project management across the excavation unit’s lifecycle and documentation.

By Suhas BhairavUpdated 4 min read

AssetGeophysical survey, remote sensing, and prospection
AssetTrenches, sections, features, and excavation methods
AssetContext sheets, plans, survey, and photogrammetry
AssetFinds, environmental samples, and on-site processing
AssetPlant, spoil, shoring, and site equipment
AssetSite welfare, fencing, dewatering, and set-up
AssetTrench safety, buried services, contamination, and UXO
BusinessPlanning conditions, WSIs, and heritage consent
BusinessPost-excavation analysis, reporting, and archiving
BusinessTendering, clients, and project delivery
BusinessField teams, training, and professional standards
1Project portfolio dashboard2Staff utilisation module3Margins analyzer4Backlog tracker5Post-excavation liabilities tracker6Forecasts

The short answer

Archaeology unit project portfolio and utilisation dashboard uses AI to monitor portfolio health, staff capacity, margins, backlog, post-excavation liabilities, and forecasts, while preserving governance and audit trails. It watches activity, decisions, and thresholds, and it stays with people for approval and context. The system reads inputs, flags variances, and informs planning.

Who it's for: Project managers, senior planners, finance leads, and client delivery officers who own or oversee tender responses and project execution.

Why it matters

Without this system, misaligned staffing, hidden backlog, margin erosion, and untracked post-excavation liabilities can stall bids, delay client reporting, and create compliance risks during planning and delivery.

From design to safety

  1. Design

    Portfolio planning with AI insight

    The system reads current project records, bids, and specialist requirements to advise on feasible staffing, budgets, and risk registers for the written scheme of investigation and trench design. It also inventories environmental constraints, HER attribution needs, and permit sequencing; it builds scenario paths for multiple tender outcomes and documents the rationale for recommended staffing mixes and contingency buffers.

    • Project portfolio dashboard
    • Staff utilisation module
    • Margins analyzer
  2. Build

    Resource alignment during build

    It ingests tender scopes, site setup plans, and crew allocations to validate capacity against trench design, schedules, and recording requirements. It cross-checks health and safety exposure, module dependencies, and curatorial access windows; it logs site permits, utility plan references, and trench sequence maps for live decision logging.

    • Staff utilisation module
    • Backlog tracker
    • Project portfolio dashboard
  3. Operation

    Live project delivery oversight

    The dashboard updates daily progress, client reporting milestones, and context sheets, ensuring watches on context deployment and traceability of decisions. It captures context sheet numbers, Harris matrix links, strip maps, and sample strategies, generating continuous improvement notes for the same trench sections.

    • Project portfolio dashboard
    • Backlog tracker
    • Post-excavation liabilities tracker
  4. Maintenance

    Update and sustainability checks

    It reconciles post-excavation assessments, archive deposition deadlines, and liability estimates with ongoing output, flagging overdue tasks and renewals. It tracks archive accession numbers, NMR records, and post-excavation assessment timetables, and it schedules conservation actions and condition reports.

    • Post-excavation liabilities tracker
    • Margins analyzer
    • Forecasts
  5. Safety

    Governance and risk monitoring

    The system flags compliance gaps, buried services, and UXO risks, linking to approved safety plans and qualified sign-offs for trench safety and welfare. It records trench tests, service clearance certificates, and welfare inspection logs; it aligns with planning conditions and HER requirements.

    • Staff utilisation module
    • Forecasts
    • Backlog tracker

Part by part

  1. 1

    Project portfolio dashboard

    Watch for
    Variance between tender scope and actual site delivery metrics, risk exposure growth, or change in portfolio risk score
    AI action
    Reads portfolio status, triggers escalation, updates forecasted delivery curves
  2. 2

    Staff utilisation module

    Watch for
    Undersupply or overage of skilled hours in critical trades, overtime exceeding threshold
    AI action
    Reads staffing plan and actual hours, flags under/over allocation and recommends reallocation
  3. 3

    Margins analyzer

    Watch for
    Margin drift from bid assumptions, incremental costs rising above threshold
    AI action
    Reads cost lines and earned value, prompts budget re-baselining and contingency requests
  4. 4

    Backlog tracker

    Watch for
    Uncompleted tasks lagging behind schedule, data entry backlog
    AI action
    Reads task status and dates, generates corrective work orders and recovery plans
  5. 5

    Post-excavation liabilities tracker

    Watch for
    Liability accruals or unresolved findings entering archival phase
    AI action
    Reads case logs and archive deadlines, issues liability clearance notes
  6. 6

    Forecasts

    Watch for
    Projection drift in project finish dates and cashflow
    AI action
    Reads project calendars and burn rates, proposes revised delivery milestones

Worked example

Cohurst Ridge Development: 12.4 ha trenching window and late paleolithic finds

Illustrative scenario with sample data.

A medium-sized urban development requires rapid tendering, efficient field staffing, and timely post-excavation reporting within conditions of planning consent.

Signal in

Area_ha: 12.4; periods_found: Paleolithic to Bronze Age; tender_value: 1.2M; staff_hours: 5200; archive_deadline: 18 months; backlog_open: 7 tasks; liability_estimate: 68k.

System out

Alert: backlog risk exceeding threshold; action: reallocate three archaeologists and adjust milestones; report to client and regulator; assign post-excavation team for liability follow-up and update HER records with revised timelines.

Human sign-off: Project manager reviews the alert, approves staffing realignment, signs off on revised schedule and liabilities plan, and forwards to the HER curator for archival input.

How to roll it out

  1. Phase 1

    Weeks 1 to 4: Baseline

    Establish portfolio data connectors, baseline utilisation metrics, and initial forecast templates across major tenders.

  2. Phase 2

    Weeks 5 to 12: Integration

    Migrate live project data, test risk scoring, and validate reporting outputs with senior planners and clients.

  3. Phase 3

    Weeks 13 onward: Operational maturity

    Refine dashboards, automate alerting, and embed governance approvals for all project delivery cycles.

Where people stay in charge

  • Decisions affecting legally binding tenders, budgets, or liabilities must be signed by the project director or planning archaeologist and documented in HER and the Written Scheme of Investigation.
  • All dashboard changes that alter certification, consent compliance, or archival requirements require a qualified professional sign-off and audit trail.
  • Critical safety and regulatory actions must be verified by the site safety officer and the client’s heritage consultant before execution.

Questions owners and crews ask

What should I watch first when adopting the dashboard for tendering and project delivery?

Start with portfolio health and staff utilisation to align bids with achievable case-loads, then layer margins, backlog, and liabilities to guard delivery integrity.

Who approves forecast updates that change project delivery timelines?

The project manager collaborates with the client delivery officer and, when needed, the heritage consultant signs off on schedule changes.

How does it help manage post-excavation liabilities and archive timelines?

It tracks liability accruals, archive deadlines, and post-excavation tasks, prompting timely actions and keeping the HER informed.

What data quality is required to run reliable dashboards?

Validated task records, accurate hours, cost lines, and archiving dates must feed the system, with regular audits by the client delivery manager.

Sources and further reading

  1. Chartered Institute for ArchaeologistsProfessional body guidance on accreditation and professional practice for archaeologists bidding and delivering projects.
  2. CIfA: Standards and GuidanceStandards for written schemes of investigation and the evaluation and excavation procedures they set out.
  3. GOV.UK: National Planning Policy FrameworkPlanning policy on recording archaeological interest and conditions attached to development consent.
  4. Historic EnglandGuidance on Historic Environment Record data, archaeological constraints, and research frameworks for planning.
  5. HSE: ExcavationsSafety rules for excavations including buried services, trench collapse, shoring, and service location.
  6. HSE: ConstructionConstruction welfare duties, site facilities, and inspection expectations under CDM and health and safety law.
  7. Archaeology Data ServiceDigital archive deposition requirements, data standards, and deadlines for submitting grey literature reports.
  8. MOLA: ServicesCommercial post-excavation services covering assessment, analysis, and reporting for development-led projects.
  9. ICOMOSInternational charters on archaeological heritage management, site conservation, and professional responsibilities for heritage consultants.

Work with Suhas Bhairav

Let's find where AI pays back on your excavation sites.

Archaeology units, heritage consultants, and developers bring me the problem that keeps costing them programme delays, post-excavation backlogs, or curator queries. We map it to one system you can ship.

  • A 30-minute working call, not a pitch
  • You leave knowing the first system worth building
  • Built around the systems, records, and people you already have