Expert context, delivered at the speed of AI

Get instant answers to your most complex sustainability questions—with expert-validated accuracy you can defend.

Driving business outcomes across critical ESG use cases

From due diligence and gap analysis, to engagement prioritization and risk assessment, Manifest’s sustainability intelligence platform deftly handles the use cases where accuracy and speed are mission-critical.

Live Use Cases

A validated sustainability knowledge base

Manifest Climate’s sustainability intelligence platform is built on more than 2000 datapoints, expert-engineered and grounded in global frameworks and the most relevant sustainability topics. Designed to deliver validated, comparable insights on disclosure quality, it unlocks a new way to access and leverage sustainability data—from point-in-time assessments or a growing knowledge base that meets your needs.

Built-in coverage, ready on day one

Start with pre-built datapoints covering sustainability themes or major frameworks like CSRD, ISSB, and TCFD—so you can query company performance from day one without setup.
Tap into an existing universe of companies that align with major indices or upload documents for ad-hoc disclosure assessments, or to further build out the knowledge base.

Your analyst agent for instant sustainability answers

Ask nuanced questions of completed disclosure assessments to get sourced, traceable sustainability answers in seconds—for complex analysis delivered in a range of formats to meet varied needs.

Build your sustainability single source-of-truth

Add companies, documents, and custom datapoints as your needs evolve—building an intelligence asset that becomes more valuable over time.
Expand on-demand, adding what matters, to scale an evolving knowledge base that solidifies your team’s institutional knowledge.

Built different: AI architecture that delivers enterprise-grade results

Getting an answer from off-the-shelf AI is easy. Getting reliable, defensible answers at enterprise scale is the challenge. Manifest Climate's AI architecture represents a fundamental departure from both traditional ESG platforms and generic AI solutions.

ADVANCED EXTRACTION

Built for real-world data chaos

ESG documents are messy—data buried in footnotes, inconsistent tables, image-based PDFs.
While basic AI tools fail on complex documents, Manifest's specialized extraction infrastructure handles the full spectrum of document quality and structure, delivering complete, accurate data—not fragments.

CONTINUALLY EVOLVING AI PIPELINE

Always optimized, never locked in

We deploy the optimal LLM for each specific task, continuously test major model releases, and immediately integrate improvements.
The platform evolves with every AI advancement, ensuring your competitive edge compounds over time.

EXPERT CONTEXTUALIZATION

Making AI reliable through domain knowledge

LLMs are inherently inconsistent. Our ESG analyst team crystallizes subject matter expertise into explicit guidance: detailed data point descriptions, precise evaluation criteria, and contextual prompts that reduce variability—delivering outputs you can defend with full traceability and transparency.