Education and training

Course updates for changed tools and standards

Updates syllabus text, quiz questions, programming assignments, exercise instructions and test rubrics across a whole course when the subject, tools taught, software versions, framework dependencies or certification standards change, for course creators, instructors, training teams, coding bootcamps and edtech platforms.

Course material upkeep inside Canvas and Moodle

Updates syllabi, rubrics and assignment sheets term over term with targeted edits for ed-tech companies and university course design offices, reviewed through an LTI 1.3 tool inside Canvas or Moodle that posts a completion grade back.

Textbook revision for new curricula

Revises chapter content and exercises per grade for new curricula, such as India's NCF-SE 2023 for CBSE schools, preserving textbook layout, with a per-chapter approval queue.

Curriculum and OER adaptation into versions

Adapts a textbook, open educational resource or course chapter into lower reading level, regional-language, language learner, reduced-load and curriculum-aligned or state-curriculum versions without re-authoring, keeping figures, equations and captions unchanged, for educators, publishers and edtech platforms, including high-volume Indian edtech.

Coursebook and editorial production

Enforces style guides on thousand-page educational content and preserves reviewer tracked changes through Word round-trips.

Accessibility checks for course materials

Checks course materials and university and college documents across departments for accessibility problems and proposes each fix for review before publication, for educational publishers, course content teams, universities and colleges.

IEP drafts held for goal approval

Turns case-manager inputs into a structured individualised education programme and holds it until a person approves the goals.

Syllabi with accessibility statements

Assembles a course syllabus on the institution's template from course inputs, including an editable accessibility statement with accommodation request and contact wording.

Standards alignment for course documents

Reads course documents, proposes aligned standards with the supporting passage quoted, inserts an alignment table and maps coverage gaps and overlaps.

Admissions document automation

Generates admission and offer letters, scholarship documents, visa-support letters, certificates, academic policies and onboarding packs from student data in each institution's templates, for universities and education providers.

Student certificates, transcripts and mark sheets

Issues certificates, transcripts, mark sheets, admission letters and student reports at scale from learning-platform data, for ed-tech and academic software platforms.

Education credential verification

Reviews resumes, marksheets, certificates and supporting documents for admissions and credential checks.

Student placement eligibility registers

Classifies student and placement documents, checks them against your institution's rules and builds a cited eligibility register held for approval.

Multilingual family letters

Generates each school family's letter from one district template and a teacher comment bank, translates it into the home language, including right-to-left Arabic, and exports per-family PDFs.

Multilingual school family notices

Translates school notices into families' home languages with layout kept and shows which paragraph changed when the English master is edited.

Driving and flight school training records

Keeps each driving or flight school student's training record in the DMV or FAA required format against the curriculum and issues the completion certificate only when every item is met.

Assessments, question papers and rubrics

Drafts and edits exam question papers and classroom assessments from a topic and grade, with a matching marking rubric whose rows and marks are checked against every question, exported to Word.

Study guides and workbooks from slides

Turns an instructor's slide deck or outline into a full written study guide, course module or companion workbook for each new cohort, keeping visual consistency, for education technology companies and independent cohort instructors.

Textbook drafting from a syllabus

Drafts a short textbook from a syllabus, keeping a ledger of concepts taught, checking exercise answer keys and refusing to use any concept no earlier chapter has introduced.

Student and instructor editions from one source

Produces student and instructor editions from one authored source, keeping shared content in step, instructor-only material out of the student edition and answer keys reshuffled.

Rubric feedback added as review comments

Builds rubrics and a feedback comment bank, applies adapted comments to a student's document as tracked review comments and summarises the rubric scores.

Accreditation self-study compilation

Compiles hundreds of departmental reports into one cohesive 500-page dossier for a 10-year regional accreditation self-study, with continuous pagination, unified appendices, cross-referenced evidence and footnotes reconciled across sections.

Accreditation self-study upkeep

Maintains 300-plus-page accreditation self-study reports, such as NAAC and NBA SSRs, built over months or years by many departments, with version history, review and citations, placing new evidence under the correct standard without disturbing approved sections.

NAAC and NIRF accreditation portfolios

Compiles large NAAC and NIRF accreditation portfolios and drafts research grant proposals for Indian universities, including deemed universities.

University syllabus, accreditation and registrar upkeep

Propagates small changes across thousands of documents, formatting intact: syllabus prerequisite codes, course descriptions and grading criteria, research papers, statistical benchmarks and institutional credentials in grant or accreditation documents, registrar transcript variables and course-equivalency lines, for universities and education publishers.

NEP 2020 syllabus credit transfer equivalency

Maps syllabus prerequisites for NEP 2020 credit transfer equivalency across thousands of course syllabi, for Indian university registrars and transfer credit offices.

Accreditation self-studies with evidence maps

Brings faculty section drafts into the institution's template, maps evidence to each accreditation criterion with an appendix index and flags thin or missing evidence.

SOP change training packets

Turns only a revised GxP SOP's changes into role-specific handouts for operators and supervisors, quizzes and signed attestations with revision headers, for pharmaceutical, medical device and FSSAI or HACCP food plants.

Training updates from manual changes

Finds every training syllabus and assessment form affected when an aviation operations manual changes, shows the impact and applies approved edits.

Training upkeep for sovereign system suppliers

Keeps customer-specific training material, operating procedures, acceptance documents and program reports for sovereign satellite systems sold to European governments in line with software updates, for government-customer review.

Trainer certification document sets

Builds a certification set of workbook, assessor guide, assessment forms and certificates from a syllabus, stages edits across the set when a competency changes, and produces certificates for each cohort.

Reviewed feedback on student work

Reviews student work from Google Classroom for proofreading or academic writing, with each change approved, and attaches the reviewed document back.

With Google Classroom

In-place editing inside learning platforms

Brings in-place AI editing of syllabi, rubrics and assignment instructions into a learning management system's authoring tools.

With Learning management systems

Document review exercises for students

Places document-review exercises in Moodle or Canvas as an LTI 1.3 tool, opens a tracked-changes review for each student and posts a completion grade to the gradebook.

With Moodle