Built by Encore IT

Our Products

From a live commercial SaaS product to security-research platforms available for pilot engagements.

Flagship products

Live commercial products

Commercial products built and run by Encore IT. Both are live today.

FreelancerOS

Live SaaS

Business command center for independent technical professionals.

AI-native SaaS consolidating client, project, invoicing, and payment tools for freelance technical professionals — AI workflow generation from client briefs, automated milestone-based invoicing, real-time financial analytics.

  • AI Workflow Generator
  • Automated Invoicing
  • Payment Monitoring & Reminders
  • Document Vault
  • Financial Analytics
Next.jsPostgreSQLStripe

RegTech decision-support for regulatory compliance review.

A RAG-based platform that analyzes documents against GDPR, HIPAA, and CCPA requirements, built as a decision-support tool for legal and compliance teams — not a substitute for legal counsel. Designed around grounded citations, confidence-gated outputs, multi-jurisdiction conflict detection, and an immutable audit trail.

  • Multi-jurisdiction regulation coverage
  • Hallucination-contained citations
  • Confidence-gated human escalation
  • Immutable audit trail
  • Legal-safe output framing
RAG pipelineFastAPIPydantic-enforced outputs

Security research

Security research platforms

Security research platforms from Encore IT, at MVP and near-production stages. They are available for pilot engagements and technical demos rather than as off-the-shelf products.

Zero-trust authorization runtime for AI retrieval systems.

Closes the gap between deterministic access control and probabilistic vector search — re-verifies every retrieved chunk against policy at query time.

  • 8-layer defense pipeline
  • OPA/Rego policy compilation
  • Independent per-chunk re-verification
  • Relationship-based access control (ReBAC)
  • Admin console for policy review
FastAPIQdrantOPA/RegoKeycloakNext.js

Behavioral guardrail layer for tool-calling AI agents.

Intercepts and analyzes every tool call an AI agent makes, watching the full action sequence rather than isolated prompts.

  • Six real-time behavioral detectors
  • Full trajectory monitoring
  • Risk-tiered response (allow/flag/approve/block)
  • Circuit-breaker architecture
  • Framework-agnostic integration
FastAPIRedisPrometheus/Grafana

Palimpsest

Near-production

Real-time API anomaly detection, without signature matching.

Learns what normal API behavior looks like — per-endpoint and per-session — and flags meaningful deviations, catching novel attacks that signature-based WAFs miss. The most production-mature of Encore IT's security research platforms.

  • Dual point + session ML detection
  • Sub-5ms per-request latency
  • Credential-stuffing & scraping detectors
  • Sequential-ID enumeration checks
  • Full observability stack
FastAPIPyTorchRedisPrometheus