A shared commitment to quality, integrity and impact
Our services are designed to deliver high-quality, credible insights through AI-accelerated systems, moderated by experienced practitioners. Achieving this depends on clear expectations.
Our Commitment to You
We treat your data with care and respect.
- All client materials are handled through secure, access-controlled systems
- Data is used only for the purpose of delivering your selected product
- Outputs are shared only with authorised recipients
- We do not reuse or resell client data
Where required, we can align with specific data handling or confidentiality requirements.
Our services are AI-accelerated, not AI-only.
- All outputs are reviewed by experienced practitioners
- We apply sector-specific frameworks and professional judgement
- We check for coherence, relevance, and contextual accuracy
- We refine outputs to ensure they are decision-ready
Automation improves efficiency. Human expertise ensures quality.
We use established sector analytical and evaluation frameworks.
- We apply sector-appropriate methodologies, for example IPCC for climate risk analysis
- We apply GEDSI intersectional assessments across all our products and analysis
Our products are sector and stakeholder ready.
We are open about how our services work.
- AI and automation are integral to our delivery model
- We explain how data is processed and analysed
- We disclose limitations where relevant
- We do not present automated outputs as infallible
Transparency is part of our professional ethic.
Our products are designed to avoid ambiguity.
- Fixed scopes and deliverables
- Clear turnaround timeframes
- No open-ended consulting fees
- Optional priority delivery where required
This allows you to plan with confidence.
What We Ask From You
The quality of your product will depend on your complete data input.
- Share relevant documents, data, and background materials
- Avoid selectively filtering information unless agreed in advance
- Flag known gaps or uncertainties
We analyse what is provided, not what is withheld.
Help us understand the why, not just the what.
- Clarify the purpose of the analysis or evaluation
- Identify intended audiences (e.g. funders, boards, partners)
- Highlight sensitivities or contextual factors
Context improves relevance.
Our workflows depend on predictable inputs.
- Provide materials within agreed timeframes
- Respond to clarification requests promptly
- Advise early if timelines need to shift
Delays in inputs may affect delivery dates.
Our outputs are designed to support informed decision-making – use them responsibly.
- They are not legal advice
- They are not a substitute for regulatory or statutory approvals
- They should be interpreted alongside professional judgement
We support decisions, we do not make them for you.
Understand the limitations of the analysis.
- Findings reflect available data at the time of analysis
- Assumptions and constraints are documented
- Primary data collection is optional but recommended where gaps exist
We prioritise honesty over overstated certainty.