AI Services

AI Services: From AI Ambition to Production Agents on AWS

Think & Grow's AI Services help leadership teams turn AI from an abstract mandate into working capability and measurable commercial results. We start with an independent read of where the business really stands, then build the data foundations and production agents that move the numbers.

Most AI initiatives stall between pilot and production. Tools get bought and barely used, initiatives multiply across functions with no shared framework, and data sits siloed where nothing can be built on it with confidence. We fix the order of operations: align leadership, assess readiness, then build on a single AWS-anchored data layer. Every engagement is grounded in commercial growth context and delivered by operators who have built and scaled technology companies.

Who This Is For

• Your board or investors want an AI answer, and you need an evidence-based read of AI maturity before committing budget
• AI pilots are running, but nothing has reached production or shown a return
• AI initiatives are multiplying across functions with no shared framework or clear ownership
• Your leadership team is AI-curious but not yet AI-capable
• Competitors are rebuilding around AI and your category is at risk of disruption

What the Engagement Covers

AI Services is modular. Most clients start with readiness or education and move up as value is proven:

• AI Readiness Workshop - A fixed-scope, four-week diagnostic across people, data, systems and tooling, and current AI use. Delivered as a half-day leadership workshop or up to six one-on-one sessions, producing a capability heatmap, Now/Next/Later recommendations and a board-level report you own
• AI education and enablement - Customized sessions that take an executive team from AI-curious to AI-capable, built into every larger engagement
• Executive Use Case Builder - A one-day, in-person hackathon that delivers educational outcomes plus working prototype agents your team keeps
• AI marketing automation - High-volume marketing workflows automated with Claude, freeing 1-2 FTE or lifting output 3-5x
• Data foundations - Customer, support and marketing data consolidated into a single AWS-anchored data layer, with AWS funding designed in where eligible
• Agentic transformation - Operating model, tooling and transformation of one function (sales, marketing or customer success), staffed with an AI product manager and AI engineer
• AI business transformation - The full rewiring for companies facing category disruption: new products, new value in existing products, new revenue streams and unified data
• Fractional AI leadership - Embedded AI product management and data engineering capacity during critical build phases

Results

• HealthTech platform: New competitors were creating churn risk. In eight weeks we unified CRM, support and product data on AWS and built an opportunity intelligence agent on Amazon Bedrock for churn detection, cross-sell triggers and next-best-action in the CRM.
• Local government contact center: Against a 30% deflection target, the AI solution reached 72%, with accuracy rising from 60% to over 90%.
• Consumer finance company: Over 70% enquiry resolution while maintaining compliance and accuracy.
• Transport fleet: $1M in fuel savings and 70% less manual compliance work across 4,000 drivers.

Why Think & Grow

Since 2015, Think & Grow has helped 750+ companies across 22 countries. Our AI Practice sits alongside our Growth and People practices, so AI decisions follow your commercial strategy, go-to-market (GTM) and organization design.

How This Supports AWS-Powered Growth

Every engagement is designed to end with a funded, AWS-hosted next step. Data foundations land on Amazon S3, AWS Glue and Amazon Redshift to create a single customer view. Production agents run on Amazon Bedrock AgentCore and Amazon SageMaker, orchestrated with AWS Lambda and AWS Step Functions. A typical path reaches a production agent in around eight weeks, with a prioritized backlog for what comes next.

Scope and Format

• Track record: 750+ companies helped since 2015, across 22 countries
• Delivery: Operator-led, remote and in-market, available globally
• Deliverables: Vary by module, from readiness heatmaps and board reports to prototype agents, production agents on AWS and transformation roadmaps
• Pricing: AI Readiness Workshop available at a fixed price; all other modules are custom-scoped - request a private offer
• Billing: Purchasable through AWS Marketplace on your existing AWS invoice

New to Think & Grow? Many clients start with the AI Readiness Workshop. To scope an engagement, email humans@thinkandgrowinc.com .