Case Studies

The work stayed.
The hours didn't.

A working library of solutions delivered through the AGR Intelligence Hub and AI Hub. Every one of them started with a team doing something by hand.

Browse the work Start a conversation

SolutionIndustrySearch

32 engagements

Client names are withheld throughout. Every engagement is described by the work done, not by who it was done for.

Workflow & report automationMetals & Mining

A six hour daily reporting task now runs with zero human input.

Specialists rebuilt the same daily price report by hand every morning, then spent more time correcting it.

Before

6 hours, every day

Now

Zero manual steps

Daily Price Movement EmailerRead the study →

AI content generationAutomotive & Industrial

A two hour daily newsletter build, down to thirty minutes.

Analysts scanned, filtered, summarised and rebuilt the same template every day, with no archive of what they had published.

Before

2 hours, every day

Now

30 minutes

Daily Sector Newsletter AppRead the study →

Workflow & report automationProfessional Services

One analyst freed from filing a hundred subscription reports.

Someone had to watch an inbox all day so that no critical subscription report went missing.

Before

1 analyst, every day

Now

Zero manual steps

Document Library AutomationRead the study →

Document AIMetals & Mining

Thousands of regulatory filings, read in minutes.

Thousands of filings on a public portal, opened and keyed in one at a time.

Before

2 weeks of reading

Now

Minutes

Regulatory Filing Data ExtractionRead the study →

Forecasting & modelsFinancial Services

Two analyst days per company model, now close to instant.

Fifteen broker and bank reports, read and keyed by hand, for every single company model.

Before

2 days per model

Now

Minutes

Rapid Market Consensus EngineRead the study →

Workflow & report automationEnergy & Renewables

An email approval chain replaced by one auditable application.

Draft, email, feedback, edit, resend. Repeat until someone declares the report final.

Before

Endless email threads

Now

One approval trail

Price Forecasting Audit ApplicationRead the study →

Workflow & report automationProfessional Services

A week long access audit, now ten minutes of work.

Chasing reviewers for approvals took longer than the audit itself.

Before

1 week or more

Now

10 minutes

Email Distribution List Audit AppRead the study →

Knowledge searchMetals & Mining

Six price intelligence subscriptions, one searchable feed.

Six subscription providers, six formats, and a commercial team reformatting all of it by hand.

Before

Hours per bulletin

Now

Minutes

Unified Market Intelligence PlatformRead the study →

AI assistantsFinancial Services

Four to six hours of weekly digging, down to under thirty minutes.

Analysts spent the week compiling deal data rather than interpreting it.

Before

4 to 6 hours a week

Now

Under 30 minutes

Investment Intelligence AssistantRead the study →

Knowledge searchPharma & Life Sciences

Five public databases behind one search box.

High value specialists spending their day on retrieval across five separate portals.

Before

4 to 6 hours per molecule

Now

Under 40 minutes

Unified Drug Intelligence PlatformRead the study →

Decision supportPharma & Life Sciences

Trapped inventory surfaced across the network in the first quarter.

Stockouts in one store and dead stock in another, with no way to see both at once.

Before

Days of cross referencing

Now

Minutes per question

Pharmacy Network IntelligenceRead the study →

Decision supportAutomotive & Industrial

Negotiation prep cut from fifteen days to one.

Hundreds of BOM cost sheets, opened and reconciled by hand before every supplier conversation.

Before

15 days of prep

Now

1 day

Procurement Intelligence PlatformRead the study →

Decision supportPharma & Life Sciences

Country by country molecule assessment in minutes, not days.

Change one variable in a molecule evaluation and the answer was days away.

Before

Days per assessment

Now

Minutes

Molecule Opportunity AssessmentRead the study →

Market intelligenceRetail & Quick Commerce

Competitor pricing across 250 sources, refreshed in real time.

In ten minute delivery, a competitor price change is only useful if you see it the same day.

Before

3 to 4 days per report

Now

Under 4 hours

Quick Commerce Competitive IntelligenceRead the study →

Document AIReal Estate & Construction

Site area analysis from CAD drawings, ninety percent faster.

Void areas that were not enclosed by polylines could not be detected at all, so totals were never quite certain.

Before

Hours per drawing

Now

Minutes

CAD Site Analysis AutomationRead the study →

Market intelligenceProfessional Services

Six hours of research a day, down to sixty minutes.

Research teams sourcing manually from dozens of publications, with report formats drifting every issue.

Before

6 hours a day

Now

60 minutes

Curated Intelligence Newsletter PlatformRead the study →

Document AIPharma & Life Sciences

Protocol to CRF specification, from three weeks to a few hours.

Trial volume needed to double. Reading protocols by hand was the thing standing in the way.

Before

2 to 3 weeks

Now

A few hours

Clinical Trial Protocol AutomationRead the study →

Market intelligenceAutomotive & Industrial

One monthly view of global automotive demand and supply.

Production, sales and trade indicators from several processors, chased down monthly against a fixed publication date.

Before

Manual monthly build

Now

Scheduled refresh

Global Sector Demand TrackerRead the study →

Workflow & report automationEnergy & Renewables

A daily commodity price email that nobody has to send.

Every manual step between the data and the inbox was a chance to be late or wrong.

Before

Daily manual extraction

Now

Zero touch delivery

Zero Touch Commodity DeliveryRead the study →

Forecasting & modelsMetals & Mining

Multi source commodity forecasts, standardised into one consensus.

PDFs, spreadsheets, CSVs and database extracts, each with its own units, reformatted before any comparison could begin.

Before

Static manual reporting

Now

Live consensus view

Consensus Forecast ReportingRead the study →

Intelligence portalsProfessional Services

One place to find the latest file, and every version before it.

Finding the current version of a document took longer than reading it.

Before

Hunting across drives

Now

One source of truth

Centralised SharePoint PortalRead the study →

Data & databasesMetals & Mining

Upstream and downstream trade flows in one managed database.

By the time the data was clean enough to analyse, the moment to act had usually passed.

Before

Manual data assembly

Now

Automated pipeline

Trade Flow Managed DatabaseRead the study →

Market intelligenceProfessional Services

Competitor moves tracked continuously, written up on your terms.

Tracking was ad hoc, so the output looked different every time it was produced.

Before

Ad hoc manual scanning

Now

Scheduled intelligence

Custom Intelligence NewslettersRead the study →

Market intelligenceFinancial Services

Three analyst hours, every Friday, given back.

The most senior time in the team, spent on the least senior work.

Before

3 hours every Friday

Now

Zero manual steps

Weekly Competitive IntelligenceRead the study →

Knowledge searchFMCG & Consumer

Research that took hours to find, now surfaced in under five minutes.

Work was being commissioned twice because nobody could find what already existed.

Before

Hours of searching

Now

Under 5 minutes

Enterprise Knowledge HubRead the study →

Power BI reportingMetals & Mining

Same analytics, delivered to every stakeholder with no manual steps.

They had the data and the dashboards. What was missing was the last mile, and the obvious tools sat outside their compliance perimeter.

Before

Manual distribution

Now

Zero manual steps

Last Mile Delivery AutomationRead the study →

Market intelligenceEnergy & Renewables

Twelve sources, one automated weekly intelligence pack.

Sixty percent of a research team's week went into assembling the pack, not analysing it.

Before

60% of team time

Now

Automated synthesis

Energy Intelligence MonitoringRead the study →

Intelligence portalsFinancial Services

Four ad hoc research requests a day, replaced by self service.

The research team had become a queue.

Before

2 to 3 hours per request

Now

Instant

Investment Intelligence PortalRead the study →

Power BI reportingTechnology

Two hundred Excel reports, one live Power BI ecosystem, six weeks.

The reports were accurate on the day they were sent, and stale the day after.

Before

200+ manual reports

Now

Live dashboards

Legacy Report MigrationRead the study →

Market intelligenceFMCG & Consumer

Monthly shopper intelligence across four markets, on brand every time.

Four markets, four data sources, four templates. Consistency was the hard part, not the analysis.

Before

4 separate processes

Now

1 day turnaround

Shopper and Market IntelligenceRead the study →

Data & databasesEnergy & Renewables

A commodity price database that updates itself.

The database was only ever as fresh as the last manual pass through it.

Before

2 analysts, daily

Now

Zero manual hours

Commodity Database AutomationRead the study →

AI assistantsTechnology

Two hundred analyst queries a month, answered instantly.

Most of the questions had already been answered somewhere in five years of existing reports.

Before

200+ queries to analysts

Now

Under 30 seconds

Internal AI Research AssistantRead the study →

The work stayed.
The hours didn't.

A six hour daily reporting task now runs with zero human input.

A two hour daily newsletter build, down to thirty minutes.

One analyst freed from filing a hundred subscription reports.

Thousands of regulatory filings, read in minutes.

Two analyst days per company model, now close to instant.

An email approval chain replaced by one auditable application.

A week long access audit, now ten minutes of work.

Six price intelligence subscriptions, one searchable feed.

Four to six hours of weekly digging, down to under thirty minutes.

Five public databases behind one search box.

Trapped inventory surfaced across the network in the first quarter.

Negotiation prep cut from fifteen days to one.

Country by country molecule assessment in minutes, not days.

Competitor pricing across 250 sources, refreshed in real time.

Site area analysis from CAD drawings, ninety percent faster.

Six hours of research a day, down to sixty minutes.

Protocol to CRF specification, from three weeks to a few hours.

One monthly view of global automotive demand and supply.

A daily commodity price email that nobody has to send.

Multi source commodity forecasts, standardised into one consensus.

One place to find the latest file, and every version before it.

Upstream and downstream trade flows in one managed database.

Competitor moves tracked continuously, written up on your terms.

Three analyst hours, every Friday, given back.

Research that took hours to find, now surfaced in under five minutes.

Same analytics, delivered to every stakeholder with no manual steps.

Twelve sources, one automated weekly intelligence pack.

Four ad hoc research requests a day, replaced by self service.

Two hundred Excel reports, one live Power BI ecosystem, six weeks.

Monthly shopper intelligence across four markets, on brand every time.

A commodity price database that updates itself.

Two hundred analyst queries a month, answered instantly.

Nothing matches those filters yet

One brief. One conversation.
That's all it takes.

The work stayed.The hours didn't.

A six hour daily reporting task now runs with zero human input.

A two hour daily newsletter build, down to thirty minutes.

One analyst freed from filing a hundred subscription reports.

Thousands of regulatory filings, read in minutes.

Two analyst days per company model, now close to instant.

An email approval chain replaced by one auditable application.

A week long access audit, now ten minutes of work.

Six price intelligence subscriptions, one searchable feed.

Four to six hours of weekly digging, down to under thirty minutes.

Five public databases behind one search box.

Trapped inventory surfaced across the network in the first quarter.

Negotiation prep cut from fifteen days to one.

Country by country molecule assessment in minutes, not days.

Competitor pricing across 250 sources, refreshed in real time.

Site area analysis from CAD drawings, ninety percent faster.

Six hours of research a day, down to sixty minutes.

Protocol to CRF specification, from three weeks to a few hours.

One monthly view of global automotive demand and supply.

A daily commodity price email that nobody has to send.

Multi source commodity forecasts, standardised into one consensus.

One place to find the latest file, and every version before it.

Upstream and downstream trade flows in one managed database.

Competitor moves tracked continuously, written up on your terms.

Three analyst hours, every Friday, given back.

Research that took hours to find, now surfaced in under five minutes.

Same analytics, delivered to every stakeholder with no manual steps.

Twelve sources, one automated weekly intelligence pack.

Four ad hoc research requests a day, replaced by self service.

Two hundred Excel reports, one live Power BI ecosystem, six weeks.

Monthly shopper intelligence across four markets, on brand every time.

A commodity price database that updates itself.

Two hundred analyst queries a month, answered instantly.

Nothing matches those filters yet

One brief. One conversation.That's all it takes.

The work stayed.
The hours didn't.

One brief. One conversation.
That's all it takes.