Happy Webs

Know What's on the Shop Floor, Without Walking the Shop Floor.

Fabrication margin is built one job at a time and lost ten ways at once. Slippage on schedules, drift on labour hours, hidden material variance, late deliveries that ripple through. Live operational analytics put the real numbers in front of you when decisions can still be made.

A shop-floor worker using a digital production system

The fabricators reality.

You see margin slipped at month-end. By then, the cause is buried under 100 jobs. Was it material costs? A bad customer mix? Labour drift on a few big jobs? You need a person to spend two days digging through three systems, by which point next month's margin is already happening. The decisions that matter happen Tuesday afternoon, not Friday morning.

Tuned for fabricators.

01

Single source of truth

Data from MES, accounts, supplier portals into one warehouse. Reconciled, defined consistently, refreshed in real or near-real time.

02

Dashboards designed around real decisions

What's shipping today. Which jobs are at risk. Which customers are slipping in spend. Where capacity is bottlenecked. Designed around the role, office manager sees scheduling; commercial director sees margin; production manager sees throughput.

03

Ask in plain English

For everything not on a dashboard: a natural-language query interface. "What did we ship to Acme last quarter?" "Which jobs ran more than 20% over estimate?" Answers in seconds.

04

Alerts on what matters

Margin trending below target. A customer who hasn't reordered. A job 3 days late with no flag raised. The system pings the right person before it becomes a fire.

We integrate with what you have.

  • Custom MES
  • Sage
  • BigQuery / Postgres
  • Microsoft 365 / Google Workspace
  • Supplier portals

If your stack isn't listed, ask, almost always we can integrate. We've connected to bespoke MES, ancient on-prem systems, and email-only interfaces.

Fixed fee, phased delivery.

£4,800-£15,000 for build, ~£200-£500/month for hosting + maintenance

From £4,800

Operational analytics for fabricators

  • Workflow audit + industry-specific spec
  • Build, integrations, and tuning to your real data
  • Live deployment in your environment
  • Ongoing tuning + accuracy monitoring

Things people in this industry ask us.

01How is this different from Power BI?

Power BI is for analysts to build reports. We build for operators, dashboards designed around real decisions, plus an AI layer that answers questions you didn't pre-build. You can host the data in anything; the difference is the layer in front of your team.

02How real-time is "real-time"?

Depends on the source. For modern systems with APIs, genuinely real-time. For Sage and older systems, typically every 5-15 minutes. We design around the data you have.

03Can the shop floor see this too?

Yes. A simplified shop-floor view shows what they need: what's next, what's late, who's where. Pairs naturally with the internal AI assistant for natural-language queries.

04What if our reporting needs change?

Dashboards are designed to be modified. We hand over with documentation. The AI layer adapts to new questions as long as the data is there, no rebuild required for new ad-hoc queries.

05How much for ongoing hosting?

Typically £200-£500/month at SMB data volumes, covering the data warehouse, the dashboards, and the AI layer's model usage.

Ready to win more
and do more with
less staff?

  • More enquiries & better rankings
  • Smoother operations & less admin
  • Faster quoting & better follow-up
  • More jobs completed, without hiring more

Book a free strategy call

and let’s map out your clear next step.

Book My Strategy Call No pressure. Just practical advice.