Technosys IT Management
Case studies · 40 engagements · 8 industries

AI automation and B2B lead generation case studies

Each case study covers the same three things: the bottleneck the business had, the AI workflow or outbound engine we built, and what changed afterwards. Four to five engagements per industry, with the automation flow shown step by step.

Real bottlenecks, not generic pain points The exact workflow we deployed Results the client can measure

All case studies

Service
Engineers reviewing an AI operations dashboard on a precision manufacturing floor
Manufacturing

Custom AI operations platform

One AI dashboard for service, support and production

A mid-size manufacturer ran production, field service and customer support on three disconnected systems. We built a single AI dashboard that reads from all three, flags issues before customers call, and drafts the responses the team used to write by hand.

70%

Less time per support ticket

Procurement manager reviewing supplier quotes in an industrial equipment warehouse
Manufacturing

Procurement workflow automation

Supplier RFQs and purchase orders without the inbox

Buyers were sending requests for quotation one email at a time, chasing suppliers by phone, and retyping prices into the ERP. We automated the full loop from RFQ to approved purchase order, with AI reading supplier replies in any format.

80%

Less buyer admin per RFQ

SaaS sales team on calls with pipeline dashboards and a world map of prospects
IT & Software

B2B lead generation and appointment setting

An outbound engine that books meetings for a B2B AI software vendor

A software vendor with a strong product and no outbound motion needed qualified meetings with buyers in the US and Europe. We built the targeting, messaging and qualification system and delivered appointments on a pay-per-meeting basis before moving to a retainer.

10 to 30

Qualified meetings per month

Support operations centre with ticket queues and an AI assistant interface
IT & Software

AI agent development

AI support triage that gives engineers their week back

Senior engineers were spending a third of their week on tier-one tickets. We built an AI support agent on top of the product documentation and ticket history that resolves routine questions, drafts answers for the rest, and escalates with full context.

45%

Tickets resolved without an engineer

Real estate sales gallery with a scale model and consultants showing a tablet
Real Estate

AI enquiry handling

Every property enquiry answered and qualified in under two minutes

Enquiries from portals, the website and WhatsApp were answered hours later by whichever agent was free. We built an AI enquiry agent that replies instantly in the buyer's language, qualifies budget and timeline, and books viewings into the right agent's calendar.

2 min

Median first response

Interior designer at a monitor showing a 3D render beside a 2D floor plan
Real Estate

Design automation

From client brief to 2D plan and 3D render without a designer touching it

Designers spent the first days of every project redrawing plans and producing concept renders before the client had even committed. We automated the path from brief and measurements to 2D floor plan and first 3D concept, so the studio could pitch in hours and reserve designers for the work clients pay for.

90%

Less pre-sale design time

Modern car dealership showroom at dusk with a sales advisor greeting a customer
Automotive

Lead response and booking automation

Dealer leads answered in minutes and test drives booked automatically

Leads from the website, marketplaces and OEM portals went to a shared inbox and waited for a rep. We built an AI response layer that replies within minutes, answers stock and finance questions from live inventory, and books test drives into the showroom calendar.

5 min

Median first response

Automotive parts manufacturing facility with robotic assembly and an engineer reviewing a quote
Automotive

B2B lead generation

Opening fleet and OEM accounts for a parts supplier with outbound

A components supplier depended on two large OEM contracts and wanted fleet operators and tier-one buyers across Europe. We built a targeted outbound programme to procurement and fleet decision-makers and automated the quote request handling that the new demand created.

18

Qualified buyer conversations in the first quarter

Boutique hotel reception with a receptionist welcoming a guest
Hospitality

AI reservation and guest messaging

An AI guest agent that answers, upsells and books across five hotels

Reservation enquiries came through email, WhatsApp, Instagram and the booking engine, and the small reservations team could not keep up outside office hours. We built an AI guest agent that answers in seconds, checks live availability, and completes or hands off bookings.

70%

Enquiries resolved without staff

Restaurant manager at the host stand reviewing feedback on a tablet during dinner service
Hospitality

Reputation and review automation

Every review answered within hours across 40 restaurant locations

Reviews on Google, TripAdvisor and delivery apps went unanswered for days, and head office only learned about problems from monthly reports. We built a workflow that drafts on-brand responses, routes serious issues to the right manager, and turns review themes into a weekly operations brief.

6 hrs

Median response time

Marketer building an email campaign for a skincare brand in a minimalist studio
E-Commerce

AI email marketing automation

An AI email marketing engine that ships campaigns in hours, not weeks

An agency running email for a dozen consumer brands was limited by how fast its team could brief, write, build and QA campaigns. We built an AI engine that turns a product feed and a campaign brief into segmented, on-brand emails ready for review, and automates the lifecycle flows every brand needs.

5x

More campaigns per brand per month

E-commerce fulfilment centre with packing stations and a support agent at a dashboard
E-Commerce

Customer support automation

Order status, returns and exchanges handled without a support agent

Three quarters of support tickets were about order status, returns or exchanges, and the queue doubled every sale. We automated those tickets end to end, connecting the help desk, Shopify and the carriers, and left agents with the conversations that need a person.

72%

Tickets resolved with no agent

Clinic reception with a nurse at the desk and a patient checking in on a tablet
Healthcare

Healthcare workflow automation

Patient intake and reminders that cut no-shows for a multi-clinic group

Front desk staff re-keyed paper intake forms, chased confirmations by phone, and still faced a double-digit no-show rate. We automated digital intake, insurance checks and multi-channel reminders with privacy controls built in, so clinicians see more patients and staff do less data entry.

38%

Reduction in no-shows

Healthcare technology executive reviewing network diagrams in a hospital IT operations room
Healthcare

B2B lead generation

Reaching hospital CIOs for a healthcare IT vendor

Selling into hospitals means long cycles and cautious buyers who ignore generic outreach. We built an account-based outbound programme for a healthcare IT vendor that reached CIOs and department heads with specific, relevant messages and produced a steady flow of discovery meetings.

12

Discovery meetings per month

Offshore wind farm at sunrise with a service vessel approaching the turbines
Energy & Infra

RevOps automation

An autonomous RevOps and outbound engine for a global renewable energy leader

Vendor and partner outreach across multiple global regions had created data silos, and sales and procurement teams were losing hundreds of hours enriching lead data, checking compliance and drafting localised communications. We deployed an autonomous RevOps and outbound engine that does that work before a person sees the opportunity.

100%

Manual data entry eliminated in qualification

Civil engineers reviewing a project report at a bridge construction site at golden hour
Energy & Infra

Document generation automation

Generating Detailed Project Reports with AI for a heavy civil engineering leader

Detailed Project Reports for major infrastructure bids were a slow, expensive consulting process that took senior engineers off real work for weeks. We engineered the Zero-to-Blueprint AI generator, which ingests raw project data and produces structured, formatted reports with human-in-the-loop review.

60%

Faster bid response

Power utility control centre at night with a wall of grid monitoring screens
Energy & Infra

Conversion rate optimisation

Fixing the B2B digital funnel for a major power utility

Corporate clients were abandoning the utility's B2B portals when trying to initiate contracts or upgrade services, because of confusing interfaces and long multi-step forms. We applied conversion rate optimisation to map the drop-offs and rebuild the journey.

40%

Lift in completed B2B inquiries

Engineer reviewing a CAD drawing and quote on a tablet beside a CNC machining centre
Manufacturing

Quote-to-order automation

Quotes for custom machined parts in 20 minutes instead of 3 days

A job shop quoting 60 to 80 custom parts a week was losing orders to faster competitors. Every RFQ needed an estimator to open the drawing, check material, count operations and price it. We built an AI quoting assistant that reads drawings and specs, drafts the quote, and lets the estimator approve in minutes.

20 min

Median time to quote

Field service technician checking a packaging machine with a maintenance alert on a handheld device
Manufacturing

Predictive maintenance and field service automation

Machine alerts that book the service visit before the line stops

An OEM with 2,000 machines in the field had telemetry it never acted on. Alerts went to a shared inbox, technicians were dispatched reactively, and customers called first. We built a workflow that reads machine data, predicts failures, and schedules the right technician with the right parts before the customer notices.

38%

Fewer unplanned stoppages

Electronics assembly line with surface-mount machines at a contract manufacturer
Manufacturing

B2B outbound engine

Opening 14 new OEM accounts for a contract manufacturer in nine months

A contract manufacturer with two anchor customers wanted to diversify into European and North American OEMs. Trade shows produced business cards, not conversations. We built an account-based outbound engine that reached engineering and sourcing leaders with specific, relevant messages and handed sales a calendar of qualified meetings.

14

New OEM accounts opened

Customer success team reviewing an onboarding progress dashboard for a SaaS product
IT & Software

Onboarding and implementation automation

Customer onboarding that runs itself for a vertical SaaS vendor

Every new customer took six weeks and twelve emails to go live. Data imports were done by hand, kickoff calls repeated the same setup, and churn in the first 90 days was the company’s biggest leak. We automated the onboarding path from signed contract to first value, with AI handling data mapping and progress nudges.

12 days

Median time to first value

Revenue operations analyst reviewing a renewal forecast dashboard with risk flags
IT & Software

Revenue operations and churn prevention

Renewals forecast 120 days out and churn risk worked before it is urgent

Net revenue retention had slipped below 100 percent and nobody could say which accounts were at risk until the cancellation email arrived. We rebuilt the renewal process around usage data, an AI risk model and an automated playbook, so customer success works the right accounts four months before the date.

108%

Net revenue retention

Security operations centre analysts monitoring threat dashboards on large screens
IT & Software

B2B lead generation for cybersecurity

Filling a managed security provider’s pipeline with mid-market CISOs

A managed detection and response provider sold almost entirely through referrals and a handful of channel partners. Security buyers ignore cold email on principle. We built outbound around compliance deadlines, breach events and insurance renewals, and the provider booked more qualified first calls in a quarter than in the previous year.

58

Qualified first calls in the first quarter

Modern glass office tower under final construction with a leasing team reviewing floor plates
Real Estate

Commercial real estate outbound

Pre-leasing 68 percent of a commercial tower before completion

A developer with 1.2 million square feet coming to market relied on brokers who brought the same tenants to every building. We built a direct outbound engine to corporate real estate heads, GCC expansion leaders and facilities directors, and the leasing team pre-let most of the tower before the occupancy certificate.

68%

Pre-leased before completion

Property manager reviewing a maintenance request with a photo of a leaking tap on a phone
Real Estate

Property operations automation

Maintenance requests triaged, dispatched and closed without a coordinator

Six thousand tenants sent maintenance requests by email, phone, WhatsApp and a portal nobody liked. Three coordinators spent their days asking for photos, calling tradespeople and chasing invoices. We built an AI agent that triages every request, dispatches the right contractor, and keeps the tenant and owner informed until the job is closed.

83%

Requests dispatched without a coordinator

Real estate agents in a Dubai brokerage office reviewing listings and a CRM pipeline on screen
Real Estate

Revenue operations for brokerages

A brokerage CRM that updates itself, and agents who finally use it

A fast-growing brokerage had 120 agents, a CRM nobody updated, and no idea which marketing spend produced closings. We rebuilt the revenue operations layer so the CRM fills itself from calls, WhatsApp and portals, and management sees a pipeline they can trust.

94%

Of agent activity now in the CRM

Service advisor at a dealership handing keys to a customer beside a vehicle on a lift
Automotive

Service retention automation

Service reminders that bring 31 percent more cars back to the dealer

A dealer group was losing service customers to independents after the warranty period. Reminders were a monthly batch letter and a call centre that reached one in five. We built a workflow that times reminders to each vehicle’s real mileage and MOT date, books slots over WhatsApp, and turns recall notices into revenue.

31%

More service bookings from existing customers

Quality engineer inspecting a returned automotive component with a claims report on screen
Automotive

Warranty and claims automation

Warranty claims settled in days, not quarters, for a tier-1 supplier

A tier-1 supplier received thousands of OEM warranty claims a year as PDFs, portal exports and returned parts. A team of twelve reviewed each one by hand, and disputed claims took months to resolve. We built an AI claims pipeline that classifies, validates and drafts responses, with engineers focused on the claims that actually need them.

74%

Of claims processed without engineer time

Row of new commercial vans in a leasing company yard with a fleet manager reviewing a contract
Automotive

B2B lead generation for fleet leasing

Winning corporate fleet accounts for a vehicle leasing company

A leasing company competing with bank-owned giants needed mid-size corporate fleets, the accounts large enough to matter and small enough to switch. We built outbound around fleet renewal cycles, electrification mandates and new depot openings, and the sales team spent its time on proposals instead of prospecting.

73

Discovery calls with fleet decision-makers

Hotel ballroom set for a conference with an events manager reviewing a proposal on a laptop
Hospitality

Meetings and events sales automation

Group and event proposals out in 90 minutes instead of three days

Corporate event planners send the same request to six hotels and book the one that answers first with a clear price. This group’s sales teams took three days. We built a workflow that reads the RFP, checks space and room availability, prices against the revenue management rules, and drafts a proposal the sales manager can send after a short review.

90 min

Median RFP response time

Chef checking produce deliveries against an order on a tablet in a restaurant kitchen
Hospitality

Procurement and inventory automation

Kitchen ordering across 22 restaurants without the 6am phone calls

Twenty-two kitchens ordered from forty suppliers by phone, text and supplier apps, with chefs guessing quantities from memory. Food cost varied five points between sites. We built an ordering workflow that proposes each day’s order from sales forecasts and stock counts, sends it to the right supplier in their format, and reconciles deliveries and invoices automatically.

3.2 pts

Reduction in food cost percentage

Modern serviced apartment living room prepared for a corporate guest with a city view
Hospitality

B2B lead generation for extended stay

Corporate travel accounts for a serviced apartment operator

An extended-stay operator filled units through online travel agencies at heavy commission and wanted direct corporate accounts: consultancies, project-based engineering firms and relocation programmes. We built outbound to travel managers, HR mobility leads and project directors, and the operator replaced commission-heavy bookings with negotiated corporate rates.

34

Corporate accounts signed

E-commerce content team reviewing AI-generated product listings and images on dual monitors
E-Commerce

Catalogue and content automation

Product listings for 40,000 SKUs written, translated and kept compliant by AI

A seller with 40,000 SKUs on Amazon, eBay, Otto and its own store could not keep listings complete, consistent or translated. New products took weeks to go live. We built a content pipeline that turns supplier data into optimised, marketplace-compliant listings in six languages, with humans reviewing exceptions rather than writing from scratch.

2 days

From supplier feed to live in six languages

Beverage brand founder presenting products to a retail buyer in a grocery store aisle
E-Commerce

Wholesale and retail lead generation

Taking a D2C beverage brand into 300 retail doors with outbound

A direct-to-consumer beverage brand had strong online reviews and rising ad costs. Growth needed wholesale: independent grocers, gyms, cafés and regional chains. We built an outbound engine to buyers and owners, with samples and sell-sheets handled by workflow, and the brand opened hundreds of retail doors without a field sales team.

312

Retail doors opened

Shopper chatting with a brand’s WhatsApp assistant about sizing while browsing shoes on a phone
E-Commerce

Conversational commerce automation

A WhatsApp shopping agent that recovers carts and answers sizing at 2am

A fashion brand selling across India and the Gulf did most of its customer conversation on WhatsApp, with a team of eight answering sizing, delivery and exchange questions by hand. Abandoned carts were followed up with a generic blast. We built a WhatsApp agent that knows the catalogue, the customer and the order, recovers carts with a conversation, and hands off to a person when it should.

23%

Abandoned cart recovery rate

Dental receptionist confirming an appointment on a tablet while a hygienist prepares a treatment room
Healthcare

Patient recall and scheduling automation

Hygiene recalls and no-shows handled by workflow across 18 dental practices

A dental group’s hygiene schedule was the engine of its revenue, and a fifth of slots went empty. Recall lists were printed, front desks called when they had time, and no-shows were discovered when the chair sat idle. We built a recall and confirmation workflow that fills the schedule from the practice management system and works the waitlist automatically.

21%→7%

Hygiene no-show rate

Pathology lab technician beside analysers while a patient receives a test report on their phone
Healthcare

Patient communication automation

Lab reports delivered, explained and queried without a call centre

A diagnostic chain processed 20,000 reports a day and ran a 60-seat call centre to tell patients their report was ready and answer “is this value normal”. We built a WhatsApp workflow that delivers reports securely, explains results in plain language within safe boundaries, routes clinical questions to pathologists, and books follow-up tests.

68%

Reduction in inbound call volume

Hospital procurement manager examining a medical device demonstration with a distributor representative
Healthcare

B2B lead generation for medical devices

Reaching procurement and department heads for a medical device distributor

A distributor with new lines in patient monitoring and infection control relied on tenders and relationships with a dozen hospitals. Expansion to private hospital groups and day-surgery centres needed conversations with biomedical engineers, department heads and procurement before tenders were written. We built an outbound engine around new facility openings, accreditation cycles and equipment age.

47

Clinical evaluations booked

Rooftop solar array being installed on a large industrial warehouse with engineers on site
Energy & Infra

B2B lead generation for solar EPC

Commercial rooftop solar pipeline for an EPC from factory and warehouse signals

A solar EPC with a strong delivery record depended on referrals and channel partners who brought small projects. It wanted large commercial and industrial rooftops. We built an outbound engine that found factories and warehouses with the roof, the load and the tariff to justify solar, and reached the plant heads and CFOs who sign.

84 MW

Qualified rooftop pipeline

Procurement officers at a utility reviewing vendor compliance documents and a substation site plan
Energy & Infra

Vendor management automation

Vendor onboarding and compliance documentation cut from 6 weeks to 5 days

A utility onboarding hundreds of contractors a year for substation, line and metering work ran the process on paper and email. Each vendor submitted dozens of documents; officers checked them by hand; expiries were missed. We built an onboarding portal and an AI document pipeline that validates submissions, tracks expiries and keeps the vendor master current.

5 days

Median onboarding time

Which of these bottlenecks is costing you the most?

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