From multi-step research agents to self-healing DevOps
workflows, RedFort Technologies’ sovereign Agentic AI
platform enables fully automated, auditable operations to
execute securely within your private, sovereign cloud
infrastructure.
Vector and symbolic memory stores eliminate repetitive
failures and preserve cross-session awareness.
Guarded Autonomy
Integrated policy engines, rate limiters, and loop detectors
ensure predictable cost control and strict compliance.
Agent Lifecycle Framework
01
Task Decomposition
LLM-based planners break objectives into atomic,
dependency-aware steps.
02
Tool Selection
Intelligently route actions across code, APIs, RAG
modules, or human escalation paths.
03
Execution & Observation
Implement step-level retries, circuit breakers, and
state persistence for resilience.
04
Memory Consolidation
Compress and index execution logs and artifacts for
future retrieval and contextual learning.
05
Self-Critique & Safety
Incorporate reflexive analysis, toxicity scans, cost
controls, and infinite-loop prevention.
06
Feedback Loop
Aggregate telemetry and user feedback to
continuously fine-tune retrievers and planners.
Agentic Coding Agents
Admire OpenAI, Anthropic, or Google’s coding agents, but
need enterprise-grade confidentiality? RedFort
Technologies delivers private agentic coding systems
that empower developers with secure, on-premise AI
copilots—keeping proprietary code entirely under your
control.
Capability Matrix
Research Agents
Literature review, multi-source synthesis, citation
validation
Coding Agents
Documentation lookup, file editing, and database
schema updates
Ops Agents
Log triage, anomaly resolution, and self-healing
Terraform actions
Sales Copilots
CRM querying, objection handling, and automated
pipeline logging
Productivity Suites
Calendar triage, email drafting, and meeting-note
summarization
Meta-Agents
Coordinator agents managing specialized agent swarms
for complex OKR execution
Infrastructure &Trust
All RedFort Agentic AI instances operate on RedFort-owned,
sovereign servers. Each agent runs with strictly defined tool
permissions; if an agent attempts unauthorized actions,
execution halts instantly, and alerts are dispatched to
designated channels for audit review.
Process your raw data and analyze datasets right within the
robust infrastructure. You always have easy access to the
compute capacity you need to build and run the ML pipeline.
Storage for Every Type of Data
tier 3 green data centers
Store and manage your structured and unstructured data all in
one place. We provide a fully managed database, vector
databases, fast file storage for ML training and object
storage for storing of large amount of data.
All Data Tools on One Platform
managed and third party tools
Assemble your entire data pipeline within the RedFort Tech HPC
ecosystem of managed products and 3rd party tools available as
Kubernetes Apps. You can find tools for data extraction,
storing, processing and analysis.
