Bespoke AI and operational software
Turn scattered information into a system that gets work done.
EGG designs and builds practical AI tools, agents and business platforms that read your documents, enrich your data, surface exceptions and trigger the next action — inside the workflows you already use.
Most operational problems are not a lack of software. They are a lack of connection.
Information is scattered
The useful facts are split across email, spreadsheets, SharePoint, PDFs, photographs and older systems.
People bridge the gaps
Staff copy, check, chase, re-enter and remember because the systems do not carry the process.
Issues surface too late
Missing evidence, unusual results, stalled work and expiring obligations are found when someone goes looking.
We build the missing operational layer: a focused system that understands the information, applies the right controls and moves the work forward.
What we build
Five expressions of one capability.
AI-enabled websites & portals
Client-facing tools that accept documents, images or questions and return useful, structured outputs.
Document & data intelligence
Extraction, classification, enrichment, deduplication and exception detection across unstructured information.
Agents & workflow automation
Bounded agents that research, draft, update systems, route work and ask for human approval where required.
Compliance & evidence systems
Evidence collection, freshness monitoring, gap detection, alerts, reporting and audit trails.
Bespoke operational platforms
Focused CRM, ERP, asset, project and case-management systems where standard software does not fit.
AI where interpretation helps. Rules where certainty matters.
- 01
Understand
AI reads documents, images, messages and records; extracts meaning; classifies; enriches; and drafts.
- 02
Control
Rules, permissions, thresholds, calculations, approvals and audit records make the workflow dependable.
- 03
Act
The system updates the record, sends the alert, creates the task, prepares the report or hands the exception to a person.
We do not put AI in charge of every decision. We design the boundary between machine interpretation and human accountability before we build.
Do not start with an AI strategy. Start with a process that is costing you time or control.
A useful first project is usually specific: one inbox, one reporting cycle, one survey process, one evidence pack, one client portal or one awkward hand-off between systems. We map it, test whether AI genuinely helps and build the smallest system that proves the case.
See how we work →
Applied work
Real systems, labelled by their real stage.
Emergency-lighting compliance workflow
Recurring data extraction, fault reporting, compliance records and certification.
AI-powered asset survey & data enrichment
Photographs and survey records become decision-grade asset information and reports.
Compliance evidence engine
Source-folder ingestion and audit logging, with continuous monitoring and broader automation still in development.
AI-assisted sales agent
Prospect research, evidence-based email drafting and tracked human review.
Who we help
Regulated and compliance-heavy teams
Where evidence, freshness, permissions and defensible reporting matter.
Asset and estate operators
Where surveys, photographs, specifications, maintenance and lifecycle records are disconnected.
Consultancies and specialist service firms
Where expertise can be turned into repeatable client tools, reports and managed workflows.
SMEs outgrowing spreadsheets
Where standard SaaS creates workarounds rather than fitting the operation.
Bring us one process that is slow, fragmented or difficult to evidence.
We will tell you where AI is useful, what should remain rule-based and what a practical first build would look like.
No transformation programme required. Start with one process.