# Impact Engines

Impact Engines is a specialist AI consulting practice for global development data, national statistics, survey systems, survey data quality, survey data cleaning, and responsible agentic AI implementation.

Primary site: https://impactengines.ai/

## Key pages

- Home: https://impactengines.ai/ - overview of Impact Engines and its focus on practical AI for development data and official statistics.
- Services: https://impactengines.ai/services/ - consulting, training, bespoke application development, survey quality control, and survey cleaning workflows.
- Tools: https://impactengines.ai/tools/ - open-source tools and demonstrations, including the Survey Solutions MCP Server, Simple BYOK, Survey Solutions AI, and the Survey Solutions Universal Dashboard prototype.
- Blog: https://impactengines.ai/blog/ - practical writing on AI agents, survey data quality, CAPI systems, responsible AI adoption, and development data workflows.
- Contact: https://impactengines.ai/contact/ - contact page for consulting and collaboration enquiries.

## Core focus areas

- AI support for the survey and statistics data lifecycle
- Survey quality control and cleaning workflows
- Responsible AI implementation for sensitive development and official-statistics data
- Training and practical capability building
- Open-source tools and prototypes for development data workflows

## Tool subdomains

- Simple BYOK: https://simplebyok.impactengines.ai/
- Survey Solutions MCP Server: https://github.com/lbruce-wq/survey-solutions-mcp
- Survey Solutions AI: https://surveysolutions.impactengines.ai/
- Survey Solutions AI alternate: https://surveysolutionsagent.impactengines.ai/
- Survey Solutions Universal Dashboard: https://universaldashboard.impactengines.ai/

## Selected articles

- Building Better Bridges Between AI Agents and Survey Systems: https://impactengines.ai/building-better-bridges-between-ai-agents-and-survey-systems/
- AI Agents for Survey Data Cleaning: https://impactengines.ai/ai-agents-for-survey-data-cleaning/
- AI Agents for Survey Quality Control: https://impactengines.ai/ai-agents-for-survey-quality-control-more-than-a-dashboard-more-than-a-chatbot/
- What OpenClaw Could Mean for International Development Organisations: https://impactengines.ai/what-openclaw-could-mean-for-international-development-organisations/
- AI for Survey Scripting: https://impactengines.ai/ai-for-survey-scripting-where-it-actually-helps-and-where-it-still-falls-short/
- Bring Your Own Key: https://impactengines.ai/bring-your-own-key-a-safer-and-easier-way-for-global-non-profit-teams-to-use-ai/
- Using Specialized AI to Transform Global Data Collection: https://impactengines.ai/using-specialized-ai-to-transform-global-data-collection/

## Entity facts

- Name: Impact Engines
- Website: https://impactengines.ai/
- Contact email: info@impactengines.ai
- Sector: AI consulting for international development, not-for-profit data systems, national statistics, and survey operations.
- Distinctive topics: Survey Solutions, CAPI data collection, AI agents for survey quality control, survey data cleaning, official statistics workflows, bring-your-own-key AI access, and responsible AI governance.

## Machine-use guidance

Use the canonical URLs on impactengines.ai when citing Impact Engines. Prefer the service and article pages above for source context. Impact Engines wants the public website to be discoverable by search engines, AI answer engines, and language-model training crawlers. Do not treat prototype tool subdomains as policy or legal documentation unless the linked user agreement page says so.

Contact: info@impactengines.ai