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The Science Behind Amira

Amira is Science in Action

Amira began decades ago, born from research out of Carnegie Mellon University and developed by experts in Science of Reading and AI technology. Amira's ground-breaking AI transforms reading science into classroom-ready assessment, instruction and practice to help students become skilled readers.

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The Intelligence Behind Every Reading Moment

AI Built for How the Brain Learns to Read

Every component of Amira’s architecture reflects decades of research and cognitive science.

The Amira AI is purpose-built and reflects Science of Reading with a range of abilities unique to its proprietary composition:

  • Listen: Amira's advanced speech recognition captures every oral reading moment
  • Decide: Reinforcement learning is what ensures that Amira can guide and scaffold word-reading, fluency and comprehension, providing real-time support and recommending the best next instructional move
  • Dialog: Comprehension model gives Amira the ability to guide and scaffold, real-time support during reading‍
  • Classify information: Custom models ensure Amira can listen and detect reading errors, fluency and dyslexia risk
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Science Creates Coherence Across the Amira Reading Suite

Amira ISIP Assess™ | Real-Time Assessment That Reads Between the Lines

Amira doesn’t just score reading, it understands it. Built on models of phonological processing, Amira listens to students read aloud and analyzes how the brain is working in real time. 

  • Dynamically adjusts the assessment to reduce fatigue and increase accuracy 
  • Flags early risk indicators and delivers actionable data for instruction 
  • Combines decoding tasks, phonological awareness, and oral fluency

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Amira Instruct™ | Smarter Instruction, Aligned to the Brain’s Learning Pathways

Amira identifies how many exposures each student needs to master a skill, then adjusts instruction accordingly. The result? Time-to-progress is faster and instructional minutes go further.

  • Maps fluency, attention, and working memory to guide pacing and scaffolds
  • Aligns to your curriculum, standards, and instructional calendar
  • Pinpoints the number of exposures each student requires for skill mastery

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Amira Tutor™ | Multisensory Coaching That Builds Skilled Readers

Amira acts like a reading coach beside every student, guiding oral reading, delivering real-time feedback, and developing reading through structured practice.

  • Responds within milliseconds with scaffolded micro-interventions
  • Reinforces decoding, fluency, comprehension, and other contributors to reading success
  • Engages multiple modalities (auditory, visual, motor) to deepen learning

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Science of Reading

Assessment Uncovers a 360° Degree View of the Student Reading Brain

Amira ISIP Assess™ doesn’t just measure progress — it uncovers the why behind student struggles, giving teachers actionable, Science of Reading-grounded data instantly and providing a 360° diagnostic profile of a student’s reading brain, completed in minutes:
Oral Reading Fluency with Miscue Analysis
Captures accuracy, rate, prosody, and error types to reveal decoding vs. language gaps.
Phonological & Phonemic Awareness
Segmenting, blending, and manipulation tasks diagnose foundational skills
Phonics & Word Recognition
Pinpoints grapheme-phoneme correspondences, decoding efficiency, and word recognition issues.
Vocabulary & Morphology
Detects gaps in vocabulary breadth and morphological awareness (prefixes, suffixes, roots).
Listening & Reading Comprehension
Measures literal, inferential, and evaluative comprehension, aligned to Simple View of Reading.
Dyslexia Risk Screener
Early-warning indicators validated against gold-standard screeners.
Science of Reading

Science of Reading is Amira’s DNA

Amira was built from neuroscience and three decades of Science of Reading research, making Scarborough’s Reading Rope, the Simple View of Reading, and Duke’s Active View integral to its design. Amira's reports and recommendations are structured around Science of Reading strands, which is why it has so much credibility with literacy leaders.

Amira Tutor™ Provides Instant, 1:1 Interventions

  • Delivers immediate, individualized feedback and micro-interventions as the child reads.
  • Mirrors expert reading specialists by scaffolding phonemic awareness, decoding, fluency, and comprehension.
  • Provides 90+ SoR-aligned scaffolds (e.g., Elkonin boxes, onset-rime practice, modeled rereading, vocabulary clarification).
  • Engages students with interactive, conversational tutoring that builds confidence and independence.

Continuous Progress Monitoring: Every tutoring session doubles as formative assessment, updating growth trajectories in real time.

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Amira Instruct™ Curriculum-Coherent Teacher Support

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  • Generates curriculum-aligned lesson plans and small-group activities within minutes.
  • Aligns every recommendation to district pacing, scope, and state standards, protecting curriculum investments.
  • Creates Individual Reading Improvement Plans (IRIPs) automatically in state-compliant formats.
  • Provides continuous data dashboards from student to district level, supporting MTSS/RTI workflows.

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The Reading Rope

The Reading Rope Report: A Simple View of Complex Data

Amira’s Reading Rope Report transforms complex literacy data into a clear, teacher-ready map of student skill development. Inspired by Dr. Hollis Scarborough’s Reading Rope, the report breaks reading mastery into its essential strands—helping educators see not just what students know, but what to teach next and delivers a dynamic, research-aligned visualization of each student’s progress across the strands that matter most:

  • Phonological Awareness
  • Decoding & Word Recognition
  • Oral Reading Fluency
  • Vocabulary & Language Comprehension
  • Reading Comprehension

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The Skill Status Report

Skills Status Report: Spot Trends to Take Action

The Skill Status Report is an important tool within the Amira Reading Suite, designed to help educators track student mastery, differentiate instruction, and make intervention decisions by providing an at-a-glance summary of each student’s performance across foundational reading skills.

Skill-Level Breakdown:

The report displays a grid of literacy subskills (e.g., phonemic awareness, decoding, vocabulary, fluency, comprehension) and each skill is color-coded based on the student’s current performance and risk level.

Real-Time Updates:

After each benchmark, progress monitoring assessment, or tutoring session, the report is automatically updated. It reflects live data, offering teachers current insights into where students are growing and where they are at risk.

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Science of Reading
at Scale Drives
Real Impact
Amira helps educators bring SoR-aligned instruction to life—with measurable outcomes. Every reading session provides embedded assessment, immediate feedback, and personalized practice.
Faster
Reading growth than other technologies
68%
Students
Supported worldwide
4M+
Extra Weeks
Growth per year
7+
Using Amira has significantly improved the accuracy of our instruction and interventions. The dashboards in Amira give us clear recommendations, eliminating the need to sift through complex reports. We've already seen the impact, with measurable gains in reading growth.
Dr. Brayden Savage
Superintendent, Western Heights Public Schools, OK
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Trusted and Recognized by Leading Experts

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