Meet the engine behind the malleable AI workspace
ifCEM coordinates adaptable assistants, live ecosystems, and your systems—so results arrive fast with built‑in oversight.
A new paradigm for adaptive AI
ifCEM is the workspace engine powering DataMPowered. It understands goals, reshapes assistants in real time, spins up transactional ecosystems, and talks to anything with an API—without you building new infrastructure.
Platform Capabilities
Natural goal setting
Describe the outcome; the workspace plans the steps.
Malleable assistants
Their roles can be tweaked, merged, or expanded in real time as needs evolve.
Composable workflows
Retrieval, reasoning, actions, formatting—plug together as needed.
Live context awareness
Tone, audience, goals, and constraints travel with the work.
Regulatory alignment
Checklists, traceability, and review gates built in.
Deliverables on demand
Documents, dashboards, APIs/executables, or live ecosystems you can run.
How it works
The ifCEM engine follows a simple but powerful process:
You set the goal — in plain language.
Assistants adapt — ifCEM reshapes capabilities on the fly.
Systems connect — email, docs, CRM, ERP, data, any API.
Outputs are delivered — ready to share or deploy.
Knowledge grows — your workspace filing cabinet builds itself.
Designed for malleability and memory
Built from the ground up to be adaptable and context-aware:
Configure goals, tone, audience per task.
Edit/version prompt scaffolds; reuse patterns.
Keep context across runs so outputs stay consistent.
Works with what you already use
Connects to anything with an API—so work flows across your tools without disruption.\n\nSupported integrations include: Outlook, Gmail, Word, Excel, Google Docs, Sheets, Salesforce, HubSpot, Dynamics, NetSuite, SAP, Odoo, MySQL, PostgreSQL, Snowflake, BigQuery, Power BI, Tableau, Looker, REST APIs, and GraphQL endpoints.
Oversight you can trust—at AI speed
**Automated checks** for accuracy and completeness\n\n**Peer-review models** for cross-validation\n\n**Audit trails, citations, and policy guardrails**\n\n**Role-based access** and private data partitions
Proving the model in real‑world scenarios
Our early pilots demonstrate ifCEM's adaptability across different domains and use cases:
ifCEM Platform
The core adaptive engine, orchestrating assistants, workflows, and system integrations without hard-coded processes. Early trials are validating its ability to reconfigure in real time as goals evolve.
ClauseGuru
A live example of malleable domain expertise. Started in legal clause analysis; can expand its knowledge on the run while preserving accuracy and compliance guardrails.
QR Code Event Forms
Zero‑infrastructure registration & intake ecosystems, generated on demand inside the workspace.
👈👇 Scan the QR code to see demo
Aganthuka Concierge
Conversational spin‑up of live systems for guest services, local guidance, and bookings.
These pilots prove the adaptability, speed, and breadth of ifCEM — delivering solutions that would normally require months of manual setup in days or even hours.
Security & scale
Cloud‑native, elastic, and auditable. Supports private (single‑tenant) and isolated multi‑tenant modes. Structured content storage and serverless execution designed for regulated environments.
Request access
Get early access to the ifCEM platform and start building with malleable AI.