From first principles strategy to shipped software: AI adoption, learning products, data-aware assistants, billing and portals, and long-term enablement for your teams.
Below is a wide view of what we take on—advisory work, product and platform builds, and learning-specific depth. If something is adjacent to your roadmap, ask: we often blend scopes across strategy, build, and training.
See product-style builds we ship · Jump to AI education tools
Quarterly or annual adoption plans, portfolio prioritization, ROI framing, and stakeholder alignment workshops so AI investments map to measurable business and learning outcomes.
Acceptable-use frameworks, data handling rules, model risk tiers, human-in-the-loop patterns, logging expectations, and lightweight audit narratives that legal and IT can stand behind.
RFP support, bake-offs, security and privacy checklists, latency and cost modeling, and build-vs-buy scoring so you commit to platforms with evidence—not demos alone.
Experiment charters, baselines, cohort rollouts, guardrails, and readouts that finance and leadership recognize—whether for internal copilots, classroom pilots, or customer-facing assistants.
Role-based labs for product, engineering, ops, and faculty; office hours; executive briefings in plain language; and train-the-trainer kits so capability spreads beyond the initial team.
Embedded support for schools, nonprofits, publishers, startups, and internal teams: scoping use cases, choosing tools, designing workflows, and training staff so AI augments people instead of sidelining them.
Prompt systems, RAG design, tool-calling agents, evaluation sets, regression harnesses, and latency/cost tradeoffs—from prototype to something your team can operate.
Chunking strategies, metadata, embeddings hygiene, citation UX, freshness rules, and admin overrides so answers stay grounded and maintainable.
Natural language over warehouses and operational DBs with validated query paths, explainability, role-aware access, and logging that satisfies risk and compliance reviews.
REST and event-driven integrations, webhooks, SSO/SAML, LMS and SIS connectors, payment hooks, and operational glue between SaaS tools and your own stack.
Course shells, prerequisites, cohort scheduling, rubrics, grade pass-back, content migration, and instructor workflows—whether extending an off-the-shelf LMS or building a focused custom layer.
Storyboards, assessments, rubrics, accessibility-aligned flows, microlearning arcs, and media plans that match how people actually learn—not only how slides look.
For Islamic schools, weekend programs, and homeschool networks: scope and sequence, assessments, and materials that integrate an Islamic worldview across subjects—grounded in classical sources and modern pedagogy.
Authoring, versioning, print and PDF pipelines, distribution to sections, and guardrails so faculty stay consistent while moving fast.
Balance ledgers, checkout and redemption, codes and promotions, refunds, admin adjustments, and reporting for usage-based and hybrid pricing models.
Stripe-aligned flows, trials, seat management, org hierarchies, invoice hooks, and reconciliation-friendly exports for finance.
Support tooling, impersonation safeguards, role hierarchies, bulk actions, and search that operations teams live in daily.
Multi-page and SPA patterns, caching, edge-friendly assets, error budgets, and pragmatic observability so launches stay fast under real traffic.
Event streams, nightly jobs, warehouse hygiene, deduplication, and lightweight monitoring so downstream AI and analytics stay trustworthy.
Hours capture, approvals, utilization views, and exports for agencies, programs, and distributed teams—without spreadsheet chaos.
Streaks, reminders, lightweight analytics, and privacy-conscious telemetry for consumer- or cohort-style experiences.
Architecture decision records, onboarding docs, support playbooks, and handoff-ready descriptions so your internal team owns what we ship.
Structured probes for jailbreaks, data leakage, prompt injection, and workflow abuse—packaged with mitigations and incident-response checklists.
Problem framing, clickable prototypes, technical spikes, and build-vs-partner recommendations before you lock a multi-year roadmap.
WCAG-oriented passes on flows and components, keyboard and screen-reader sanity checks, and prioritization when you cannot fix everything at once.
Copy extraction patterns, RTL considerations where relevant, date and number formats, and rollout plans for phased translation.
Logging, tracing, drift and regression alerts, rollback paths, and cost dashboards sized for small teams—not only hyperscaler scale.
Generators, item banks, randomization rules, and export to LMS or print—when off-the-shelf authoring tools stop matching your pedagogy.
We are comfortable operating across strategy, build, and enablement in one program—or stepping in for a narrow slice (for example: only governance, only RAG review, or only a teacher portal). Tell us where you are stuck; we will propose a sensible first slice.
Self-serve tools for educators and instructional designers. Katib generates leveled reading passages and stories; Musawwir produces images and printable worksheets you can drop into a lesson. Both connect to the same credits and account system as the rest of the site.
Tell us a bit about your organization and what you'd like to explore.