Ampersand
Ampersand is based in Dallas, Texas and works in AI Agents for Higher Education, with further work in Automation & Workflow and Predictive Analytics.
- Average rating
- 4.9
- Reviews
- 6
- Profile coverage
- 100%
- Evidence percentile
- P92
Profile updated · Request a correction
Company & commercials
- Primary category
- LLM Agents & RAG
- Team size
- 10-49 employees
- Typical budget
- $100K+
- Primary industry
- Education & Research
What Ampersand does best.
LLM Agents & RAG provider for Education & Research
Transforms business operations through intelligent systems, AI implementation, and strategic innovation helping ambitious organizations scale with human-centered design approach. Its own website shows its strongest capability in AI Agents within LLM Agents & RAG. The industry it describes most is Higher Education.
2 platforms & methods
Bars show how many mapped capabilities use each one.
- AIProfile only
- SalesforceProfile only
Evidence report
How Ampersand compares with peers on evidence, reviews and coverage.
What the evidence says
Ampersand presents as a strong evidence profile for LLM Agents & RAG. It ranks in the 92nd percentile of 1,860 published providers in LLM Agents & RAG, and 6 reviews back the commercial profile.
Current positioning: P92 evidence quality · P37 industry breadthAI capabilities.
Automation & Workflow
None of the listed technologies is specific to Automation & Workflow.
Mapping source · https://thinkampersand.com/ — website wording not matched; editor review
Featured 12 of 13 capabilities, ranked by mapping grade then confidence.
Industries served.
- Higher EducationDirect · Primary80%
https://thinkampersand.com/ — “NDA until then. FIELD OPERATIONS Legacy tool replacement Coming soon HIGHER EDUCATION Cross-system data unification Coming soon BUILDING PRODUCTS Vendor po”
What clients say.
Compiled from independent review platforms and client reviews verified by RankGlobal. How we count reviews
Worked with Ampersand? Review them → Every reviewer is verified by RankGlobal.
How RankGlobal maps this profile.
RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research — a mapping grade is not a claim of discoverability weight.
- T1AuthoritativeTypical evidenceRegulators, registries, certifications, signed client evidence.Scoring useHighest evidentiary weight
- T2IndependentTypical evidenceCredible media, industry bodies, partner directories, third-party datasets.Scoring useStrong with attribution and recency
- T3Provider-controlledTypical evidenceCompany site, case studies, press releases, structured submissions.Scoring useAccepted as a claim; verification raises weight
- T4Discovery-onlyTypical evidenceDirectory listings, aggregations, and early discovery signals.Scoring useUsed for discovery; weighted accordingly in ranking
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- Primary category
- LLM Agents & RAG
- Primary industry
- Education & Research
- Typical budget
- $100K+
- Team size
- 10-49 employees
- 1Name the use caseSay which LLM Agents & RAG problem you are evaluating, so the research team can route your message accurately.
- 2Pressure-test the budget bandThe $100K+ band on file is a profile-level figure. Ask what a scope like yours actually lands at.
- 3Ask for a referenceRequest a client reference in Education & Research — the strongest industry signal on this profile.
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