AGR Intelligence. You think it. We engineer it.

AI Solutions
for Real World
Problems

No two businesses are alike, so we never do one-size-fits-all. We engineer custom AI around your workflows, data, and processes, so your teams work faster and smarter.

Talk to The ExpertExplore solutions

Impact

Enterprise AI, delivered with measurable impact

Data, engineering and scale working together to drive outcomes.

120+Tools in productionDashboards, models and AIsystems running for clients today.62%Less manual data processingReduction in manual workafter our systems go live.35 yrsBrand legacyServing global enterprisessince 1989.9,000+Assignments deliveredAcross 100+ countriesand ~15 languages.83%Repeat & referral businessClients come back andbring others with them.3xFaster core operationsAutomated workflows replacemanual extraction and reporting.Manual workTraditional systemsAI & automationAI agentsAgentic applications35 years of evolution. Higher productivity and efficiency at every step.
35 yrs
Brand legacy

Serving global enterprises since 1989.

9,000+
Assignments delivered

Projects delivered across 100+ countries and ~15 languages.

62%
Less manual data processing

Reduction in manual data processing after our systems go live.

83%
Repeat & referral business

Clients come back and bring others with them.

3x
Faster core operations

Automated workflows replace manual extraction and reporting.

120+
Tools in production

Dashboards, models and AI systems running for clients today.

Why custom

Smarter work, powered by Custom AI built for you

Professional working on a laptop with secure digital workflow icons. AI built into everyday work.

Boost productivity

Automate the busywork and give your team hours back every week.

Built around you

Customized to your data, your industry and your goals. Not off the shelf.

Easy to use

Clean, intuitive screens your team can pick up from day one.

Fits your workflow

Works with the tools you already use, so nothing breaks overnight.

Solutions

Solutions tailored to your domain

Market intelligence for metals, mining and commodities.

Built for teams that live on subscribed data and daily price sheets. One platform turns commodity feeds, subscribed reports and internal data into sourced answers, automated bulletins and commodity value intelligence.

60 to 70% less manual effortDaily pricing & market feeds unifiedTraceable sources on every answer
AI market intelligence chatbot querying commodity intelligence with adaptive search and traceable sources.InteliVault bulletin and report generation dashboard with published bulletin stats.
Built withPythonOpenAILangChainApache KafkaPostgreSQLAWSTalk to The Metals Expert
Bulletin configuration and scheduling for automated commodity bulletins.

Case study

Global aluminium leader

Transformed how the commodities team consumes and acts on market intelligence from providers like Fastmarkets and Platts.

  • 60 to 70% less manual report effort
  • Automated bulletins on schedule
  • Every answer cited to its source
Talk to The Metals Expert
Daily market update report layered over a price evolution snapshot table.

Case study

CVI · Commodity Value Intelligence

AI intelligence across industrial metals, supply and demand, logistics and macro policy drivers.

  • Visibility into structural market shifts
  • Policy and geopolitical risk awareness
  • Stronger long term planning
Talk to The Metals Expert

Market intelligence your commercial teams act on.

One agentic platform that turns market feeds, subscribed reports and internal data into validated, source cited answers and automated, on brand bulletins. Ask a question. Get a defensible answer in seconds.

60 to 70% less manual effort100% brand consistency3x faster to scale
InteliVault instant insights. Ask in plain language, get sourced answers with live charts.Cortex style chat answering quarterly production, import and consumption from market structure data.
Built withPythonOpenAILangChainPineconeAWSPower BITalk to The MI Expert
Report configuration builder layered over structured bulletin paragraphs.

Case study

Global aluminium leader

Transformed how the commodities team consumes and acts on market intelligence.

  • 60 to 70% less manual report effort
  • Institutional memory that compounds
  • Every answer cited to its source
Talk to The MI Expert
Steel export risk chat answer layered over a sourced Excel market structure sheet.

Case study

Leading GCC steel producer

Automated market bulletins in the company template, on schedule, every time.

  • Minutes to publish, not hours
  • 100% brand consistent publications
  • New sources onboard on the same platform
Talk to The MI Expert

Client ready briefings at machine speed.

One platform reads WSJ, FT, Bloomberg, Reuters and the trade press of every vertical. It delivers human approved, CXO ready briefings in minutes. Branded newsletters scale from one reader to a thousand.

6h → 60 min daily research time99.7% briefing accuracy1 → 1,000+ recipients, same effort
GlobalBiz curated feed of clustered storylines.Metals360 Daily Update morning brief with coverage overview and sourced stories.
Built withPythonOpenAILangChainReact.jsPostgreSQLAWSTalk to The Communications Expert
Industry specific intelligence report samples generated by GlobalBiz.

Case study

Global PR & comms firm

Twelve branded editions produced on one platform for different client industries.

  • 12 editions, one workflow
  • 6 hours of daily research cut to 60 minutes
  • Full source trail on every story
Talk to The Communications Expert
AI curated intelligence feed with tagging and sentiment for report building.

Case study

Leading strategic communications firm

Curated, CXO ready market briefings with a human approval step before anything ships.

  • 99.7% accuracy on curated briefings
  • De-duplicated, clustered storylines
  • On brand output every time
Talk to The Communications Expert

Chat with years of deal documents.

An AI knowledge vault for private equity. Query deal documents, diligence files and portfolio reports across years. Every answer is explainable and traced to its source. Private to your firm.

Years of documents, one searchSourced and explainable answersPrivate to your organization
Cortex360 PE chat. Technology PE exit activity 2019 to 2024 answered with sourced market report data.Cortex360 comparing middle market and megafund performance with the sourced report page.
Built withPythonAnthropicLangChainPineconeAWSTalk to The PE Expert
Cortex360 PE query. Deal value and deal count evolution with sourced answer.

What firms get

Deal document intelligence

Ask questions across the full deal archive instead of reopening folders.

  • Faster answers on demand
  • Explainable answers with source traceability
  • Less dependence on who remembers what
Talk to The PE Expert
Cortex360 PE query. EV EBITDA multiples over the decade with sources.

What firms get

Portfolio knowledge vault

Portfolio reports become a living, queryable memory for the whole team.

  • Better institutional memory
  • Knowledge survives team attrition
  • Consistent answers across the firm
Talk to The PE Expert

Molecule to market: opportunity analysis on one AI stack.

Purpose built systems for healthcare strategy, regulatory and commercial teams. All in production today.

MedFusion regulatory chatbot layered with Drugs at FDA, clinical trials and Orange Book source views.

MedFusion

One search across five public regulatory and patent databases. Chat with live data. Patent expiry in view.

Talk to The Healthcare Expert
Market entry recommendation layered over sales analytics charts and the molecule opportunity world map.

MoleculeIQ

Molecule market sizing, scoring and revenue scenarios for launch and demand strategy.

Talk to The Healthcare Expert
AI Tender Analyzer sample view. RFQ line items matched against portfolio with similarity scores and go or no go decisions.

AI Tender Analyzer

Reads RFQs and matches line items against your portfolio. Clear go or no go calls with similarity scores.

Talk to The Healthcare Expert
Inventory analysis chat with key findings table layered over recommendations and context.

InventoryIQ

Agentic analysis of sales, inventory and stock outs. Better forecasting and working capital.

Talk to The Healthcare Expert

From drawings to decisions. Engineering data, automated.

AI that reads the files engineering teams actually work with. CAD drawings, BOMs and cost sheets become searchable, analyzable and decision ready.

Automatic area & void detectionAssembly level cost analyticsPlain English queries on BOM data
CAD analysis and layer interaction. Interactive exploration with layer level control and area tools.BoMA conversational query on assembly components and suppliers.
Built withPythonOpenAIAutoCAD DXFPostgreSQLAWSTalk to The Engineering Expert
Entity selection and area validation on CAD drawings.

Case study

CAD Intelligence · Green building consultancy

Automated site level analysis from AutoCAD drawings for IGBC certification.

  • Automatic area and void detection
  • Instant, validated measurements
  • Audit ready compliance reports in hours
Talk to The Engineering Expert
BoMA conversational query on assembly components and suppliers.

Case study

BoMA · Automotive components manufacturer

Assembly level cost analytics with component and supplier breakdowns.

  • Supplier cost transparency
  • Faster cost audits
  • Better sourcing decisions
Talk to The Engineering Expert

We meet your stack where it lives

Model agnostic. Cloud agnostic. We deploy into your environment and integrate with the platforms your teams already trust.

OpenAIAnthropicGeminiMeta LlamaAmazon BedrockPerplexityHugging FaceLangChainPineconePyTorchVertex AIAzure AIWeaviateAWSMicrosoft AzureGoogle CloudOpenAIAnthropicGeminiMeta LlamaAmazon BedrockPerplexityHugging FaceLangChainPineconePyTorchVertex AIAzure AIWeaviateAWSMicrosoft AzureGoogle Cloud

Approach

Launch smarter AI products. Start with a validated proof of concept

Turn your AI idea into reality. We prove it on your data first, so you launch faster and with confidence. Three steps. No commitment before value is proven.

STEP 1

Discovery

A 30 minute call to understand your workflows, data, and goals. Together we identify the problem where AI creates the highest ROI.

STEP 2

Solutioning

We design a custom AI solution fitted to your process. You get a clear scope, success metrics, and a proof of concept on your own data.

STEP 3

Implementation at scale

Once value is proven, we deploy across your teams. We integrate, train, and support, so adoption sticks and results compound.

Talk to The Expert

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Insights

Research, thinking and case studies

All insights
Verifiably Human
Case Studies

Verifiably Human

A third to a half of internet traffic no longer comes from people. What that does to brands, communities, and the value of a genuinely human interaction.

Ali Asgar Sanwarwalla17 Nov 2025
Is the future domain-specific AI?
Thought Paper

Is the future domain-specific AI?

Why the era of giant general models is giving way to models built for a single industry.

Rishikesh Deshpande23 Jul 2025
Transforming market intelligence in the steel industry with AGR InteliVault
Case Study

Transforming market intelligence in the steel industry with InteliVault

A steel manufacturer rebuilds its market intelligence operation on InteliVault.

AGR Knowledge25 Apr 2025
All insights