Edge AI Studio
Portfolio

Systems we build.

Live deployments and proven system blueprints for Essex industries. Every blueprint is based on real workflows — ready to implement with your data.

ConstructionLive

Automated Quoting Pipeline

Problem

Quoting jobs from email took 1–2 hours per order, with estimators manually cross-referencing price sheets and typing up quotes

Solution

8-agent LangChain pipeline reads incoming emails, extracts job details, retrieves current pricing, calculates materials, and returns a professional quote automatically

ROI

~12 hours/week reclaimed. Zero manual quoting.

Client: Slate Contracts Ltd

Dental / HealthcareBlueprint

Missed Call Recovery Agent

Problem

~35% of inbound calls going to voicemail during busy periods, with most callers not leaving a message and booking with a competitor instead

Solution

Agent detects missed calls, sends an immediate SMS with a direct booking link, follows up 2 hours later if no booking is made, and logs all interactions to the practice management system

ROI

Estimated 8–12 recovered appointments per month. At average £120 per appointment: £960–£1,440/month.

Property / Estate AgencyBlueprint

Property Enquiry Follow-Up Agent

Problem

New enquiries from Rightmove and Zoopla going cold within 48 hours because agents were too busy with viewings to follow up promptly

Solution

Agent monitors portal enquiry inboxes, sends personalised first-response within 5 minutes, qualifies buyer/tenant status and timeline, then schedules a human agent callback for warm leads

ROI

Estimated 30–40% improvement in lead-to-viewing conversion. At 5 additional viewings/week: significant uplift on instruction pipeline.

HospitalityBlueprint

Review & Reputation Agent

Problem

No consistent process for responding to Google and TripAdvisor reviews — negative reviews sitting unanswered for days, positive reviews getting no follow-up

Solution

Agent monitors review platforms, drafts personalised responses (positive reinforcement for good reviews, empathetic recovery language for negatives), and posts approved responses within 24 hours

ROI

Response rate to reviews: 8% → 94%. Estimated Google ranking uplift. One negative review cycle converted to a returning customer.

Professional Services / AccountancyBlueprint

Client Onboarding Automation

Problem

New client onboarding taking 2–3 weeks of back-and-forth, chasing documents, and manual data entry — blocking fee earners from starting billable work

Solution

Onboarding agent sends a sequenced document request, chases missing items automatically, validates submissions, and populates the practice management system — ready for sign-off by the time a fee earner picks it up

ROI

Onboarding cycle reduced from 2–3 weeks to 3–5 working days. 4–6 hours of admin reclaimed per new client.