Mini report, big strategy: Could these AI agents build your next 3-year plan?

Charlotte Clark-Wilson
Oct 16
3 min read

Behind Drova’s new Sustainability & Business Strategy Report is a team of AI agents working like strategists, transforming how businesses discover their biggest risks, opportunities, and next moves.

Over the past year at Drova, we've been building coordinated AI agentic workforces that think, collaborate, and deliver like expert teams - exploring how strategy, innovation, and execution can be amplified inside modern organisations.

Recently, that vision came to life through the launch of the Sustainability & Business Strategy Report: a free, personalised report built not by consultants or analysts, but by a carefully choreographed workforce of AI agents. Each one performs a specialised function: gathering data, interpreting signals, benchmarking industries, prioritising risks, and turning it all into a coherent business strategy.

Drova CEO Sam Riley said:

"We had a vision to produce a free report tailored to a business's specifics that diagnoses their sustainability opportunities and risks all translated into strategic objectives and real business ROI structure and language. The goal is to serve up an entree of how sustainability and business strategy do go hand in hand, and to showcase how sustainability is broader, deeper and more impactful than polarising topics like emissions and DEI which dominate the media."

Who is this report for?

The Sustainability & Business Strategy Report was built for business leaders, managers, and executives across industries. If you’re responsible for setting strategy, managing risks, or planning for growth, it gives you a practical way to bring sustainability into the core of your decision-making through risk & opportunity analysis, industry benchmarks, priority insights, and actionable OKRs turned into clear next steps.

Think of it as your personalised mini strategy report - the kind a consultant might build for you - but delivered in minutes. And it's not just another static PDF; it’s a living, intelligent document that acts like a miniature consulting team, powered entirely by AI. Add a comment, and the AI agents will jump in with analysis, context, or practical next steps.

How the AI agents actually work

Behind the scenes, a multi-agent system coordinates a full production line of intelligence. Each AI has a defined role - narrow, focused, and designed for reliability.

The Report Orchestrator acts as the conductor — coordinating workflow across every other agent, ensuring sequencing, timing, and quality control.
The Company Enrichment Expert gathers and validates company-specific context, pulling data from public and verified sources to personalise the analysis.
The GICS Industry Expert classifies each business using global industry standards to ensure benchmarking accuracy.
The MSCI Scoring Expert applies sustainability scoring frameworks to highlight which issues are most material within that industry.
The Sustainability Information Researcher scans regulations, disclosures, and credible data sources to surface the latest sector risks and opportunities.
The Industry Sustainability Specialist provides competitive intelligence, mapping peer and leader behaviour across the market.
The IRO Assessment Builder turns all of these signals into a prioritised matrix of impacts, risks, and opportunities — the backbone of a double materiality approach.
The OKR Builder translates those priorities into business-ready objectives and measurable key results.
The Report Resources Builder compiles evidence, references, and supporting context.
The Report Assembler synthesises everything into a coherent, human-readable document.
The Report Deployer delivers it, ensuring each company receives its personalised version in minutes.
The Comments Manager keeps the report alive - responding when users add comments or questions, providing additional insight or next steps in real time.

Each agent completes its task and passes the output forward, like an AI relay team. The result: what might take a consulting firm months to deliver now happens in under an hour.

AI-first strategy at Drova

At Drova, agentic AI is expanding the boundary of what teams can do. Specialised agents handle the heavy lift—scanning signals, structuring data, coordinating hand-offs, and synthesising outputs—so people stay focused on judgment, creativity, and execution. In practice, that means using agentic workforces internally to accelerate product development, research, and go-to-market operations.

The long-term vision is simple: an AI workforce that helps organisations grow responsibly and sustainably while improving resilience, reputation, and financial performance.