Download

Oritm doesn't just eliminate the burden of manual grading it deciphers student patterns to reveal hidden gaps in understanding with the precision of agentic AI.

# ACTION_GRADING_LIVE

Agentic Evaluation in Action.

ACTION / GRADING

Precision Scoring.

The system evaluates the core logic of student responses, dissecting technical accuracy with deep context recognition.

  • Structural logic extraction
  • Contextual parameter review
  • Multi-agent consensus verify
ACTION / FEEDBACK

Actionable Insight.

Bridging the conceptual gap through automated reasoning, providing students with the exact path to mastery.

  • Semantic delta isolation
  • Narrative reasoning output
  • Personalized learning vector
ACTION / COGNITIVE

Bloom's Analysis.

Quantifying the depth of understanding by mapping student responses across cognitive domains.

  • Domain depth profiling
  • Taxonomy level mapping
  • Synthesis scoring loop
ACTION / CRITERIA

Sovereign Mapping.

Objective alignment against institutional standards and rubrics, ensuring global fairness.

  • Hierarchical rubric sync
  • Zero-bias objective score
  • Standardized audit log
ACTION / DELIVERY

Systemic Integrity.

The final record is finalized with complete transparency, ready for institutional archiving.

  • Encryption-sealed results
  • Sovereign data residency
  • Institutional growth metrics
Oritm
Session: Spring 2026 • AI Audit
Question 01
Compare the performance of LLMs in structured data extraction? Explain the role of context windows and token mapping.
Student Answer
The performance of LLMs depends on the attention mechanism and parameter scale. Structured data requires precise token mapping and context window management. In enterprise settings, agentic workflows provide a 20% increase in layout consistency.
AI Contextual Feedback
Cognitive Taxonomy Alignment

Bloom's Taxonomy Map

Technical Mastery APPLYING 94%
Critical Synthesis ANALYZING 82%
Concept Linking EVALUATING 65%
Institutional Standard Audit

Rubric Compliance Report

Curriculum Alignment VERIFIED 100%
Bias Elimination Log SECURED 100%

Enterprise Grade.

Oritm Institutional Intelligence

# CORE_ARCHITECTURE

The Sovereign Stack.

Four pillars of sovereign intelligence working in unison.

Gateway
# ORCHESTRATION

Agentic
Gateway.

A distributed request engine that intelligently routes between cloud and local nodes for unprecedented scale.

Vision
# SYNTHETIC_VISION

Precision
Extraction.

Advanced high-fidelity extraction specialized in the chaotic spatial layouts of human-written exams.

Consensus
# PROTOCOL

Consensus
Engine.

Multi-agent verification pipelines.

Security
# SECURITY

Edge
Deploy.

Full air-gapped sovereignty.

# AGENTIC_REASONING

Logic at the speed
of light.

01 / INGEST

Omni-Channel Capture.

Seamlessly ingest physical hand-written answer sheets, digital PDFs, or raw image scans.

02 / EXTRACT

Synthetic OCR.

Proprietary vision models dissect the layout and extract strokes with absolute fidelity.

03 / REASON

Agentic Protocol.

Multiple AI experts review content in parallel using consensus to eliminate bias.

04 / DELIVERY

Actionable Data.

Export structured evaluation reports and comprehensive skill scorecards instantly.

Evaluate with Real Intelligence

Complete visibility into student performance, evaluation impact, and how knowledge flows from physical paper to digital insights.

AI Insights -Ask Oritm

Get answers about your classroom performance in seconds. Supported integrations for modern pedagogies.

Ask about OCR fidelity, student scoring gaps, or curriculum alignment and get answers backed by real agentic data.

Batch Execution Report

Latest 250 evaluations across current school batch

Batch Accuracy 99.82%
Avg. Latency 1.2s
Which topics had the highest error rate in the last exam?
# CORE_ANALYTICS

Growth
Intelligence.

Track institutional learning curves and knowledge gap propagation in real-time across all evaluation batches. Automated cohort analysis for every classroom.

# XAI_SYNTHESIS

Sentence
Synthesizer.

Identify exactly which sentences drive marks up or down with high-fidelity visual reasoning. Transparent XAI engine that builds institutional trust.

# BIAS_MITIGATION

Evaluation
Criteria.

Transparent real-time grading rubrics ensure zero bias. Multi-agent consensus cross-verifies every score against institutional standards with proof.

# TAILORED_INSIGHTS

Detailed
Feedback.

Generates high-fidelity, constructive feedback cycles tailored to each student's specific performance gaps and growth potential.

# EDGE_COMPUTE

Hybrid AI
Gateway.

Distributed orchestration across cloud and local nodes ensures 100% uptime even in offline environments. Zero-latency processing at scale.

# VISION_MODELS

Synthetic
OCR Engine.

Dissects handwritten strokes with sub-pixel fidelity. Handles multi-page layouts and complex numbering automatically with 99.9% accuracy.

# MULTI_AGENT

Consensus
System.

Every grade is audited by a secondary agent to eliminate bias and ensure total alignment with university rubrics and institutional standards.

# DATA_STRATEGY

School-Wide
Insights.

Aggregated skill analytics for entire institutions. Compare performance across departments and identify systemic growth opportunities.

Institutional Growth
+12.4%
Explainable AI Analysis
Correct identification of tectonic shifts

Failed to mention 1883 impact factors
+1.5 MARKS
-2.0 MARKS
Protocol v2.1 Metrics
Conceptual Accuracy
Technical Terminology
Logical Consistency
Gateway Routing
STATUS: OPTIMIZING LOAD_BALANCE
Handwritten strokes
being digitized...
FIDELITY: 99.9%
AG_1
AG_2
AG_3
VERIFIED
Institutional Alpha
88%
DEPT_AVG
+15%
SKILL_UP

Measurable impact on
institutional evaluation work

Universities use Oritm to eliminate bias, reduce grading friction, and automate institutional feedback all backed by our active agentic consensus.

Batch 24 Done
Accuracy: 99.8%
Bias Check Passed
Feedback Ready
Consensus Reached
Rubric Applied
↓ 90% Reduced Grading Time
↓ ~95% Human Bias Eradicated
5-6hrs / day Saved per Instructor
↓ ~40% Admin Overhead
# ENTERPRISE_ORCHESTRATION

Institutional-Grade Architecture.

Secure agentic orchestration designed for global institutional scale.

Enterprise Foundation

A resilient, high-throughput orchestration layer engineered for mission-critical institutional deployments.

Agentic Evaluation Mesh
Sovereign Logic Layer
Institutional Grade Scale
LMS
Portals
Assessment
Systems
Oritm E I
Sentence
Synthesizer
Detailed
Feedback
Growth
Insights
Bloom's
Taxonomy
# TALK_TO_SALES

Scale Institutional Intelligence
with Agentic Evaluation.

Join the elite universities using Oritm to automate complex grading rubrics, eliminate bias, and deliver high-fidelity student performance signals.

Verified Accuracy

0.1% margin of error on handwritten scripts.

Edge Deployment

Processes scripts locally on your servers.

Local Processing

All student data is processed locally on your infrastructure with strict security controls in place. No external transmission required.

Zero Training

Your student data & evaluation insights are never used to train models. Not now, not later, not ever.

Minimum Access

We process only what's required to generate insights. Internal signals remain isolated and never shared.

oritm