Platform architecture
Engineered for enterprise context. Built within your boundaries.
FIKAR ingests the work your organization already produces, holds it as connected memory and turns it into action that can be traced back to its evidence.
Four integrated layers. One controlled boundary.
Layer 1
Ingestion and Privacy Membrane
Work is captured where it happens and sensitive data is redacted at the perimeter before model or LLM exposure.
- Native enterprise connectors
- Automated redaction before inference
- No model training on enterprise context
- Role based access inheritance
Adapter based ingestion. Configured for your toolchain.
FIKAR connects to your systems through a modular adapter framework. Rather than binding the platform to a fixed set of applications, context is ingested and synchronized across standard enterprise protocols.
Event-driven ingress
Capture changes across messages, tickets and documents via authenticated APIs.
Source permissions
Preserve existing IAM and source access controls so queries respect permissions from the start.
Bi-directional action
Deliver briefings, updates and approved actions directly back into the tools teams already use.
Built for sovereign enterprise deployment.
Deployment
Flexible deployment
Choose between dedicated cloud, private VPC or customer-managed infrastructure within your regulatory boundary.
Model isolation
Private inference
Organizational context is not used to train external models and remains confined to approved environments.
Assurance
Auditable by design
Synthesized answers and actions leave a verifiable audit trail back to supporting source work.
Start with one business function.
We scope a pilot around one business function, the systems in play and the outcomes that should measurably improve.