From deterministic RAG pipelines and parameter-efficient fine-tuning to
autonomous multi-agent swarms, Appsfruit builds production-grade neural
systems natively deployed into your private VPC with zero public cloud
leakage.
EMBEDDINGS INGESTED
GUARANTEED SLA UPTIME
PUBLIC CLOUD SHIELD
MEASURED ENTERPRISE YIELD
Explore how Appsfruit orchestrates deterministic, low-latency AI subsystems designed for mission-critical enterprise environments.
Multi-threaded OCR, PDF/Doc parsing, and semantic boundary markdown slicing.
Dual BGE-M3 dense vectors matched with BM25 lexical sparse tokens for zero vocabulary misses.
Air-gapped Qdrant / Milvus clusters segmented by client tenant ID and RBAC clearance tags.
Cross-Encoder neural scoring eliminates irrelevant noise before context injection.
Deterministic citations with programmatic hallucination checks and strict source- attribution.
Explore how Appsfruit orchestrates deterministic, low-latency AI subsystems designed for mission-critical enterprise environments.
Multi-agent swarms engineered with graph supervisors, human-in-the-loop checkpoints, and idempotent database writebacks.
Domain-calibrated LLMs trained on client proprietary documentation, utilizing parameter-efficient LoRA adapters and custom tokenizers.
Sub-second semantic lookup across millions of internal contracts, PDFs, ERPs, and databases with verified footnote citations.
Dynamic temporal transformers anticipating inventory spikes, factory maintenance cycles, and high-frequency churn signals.
Native bridging between model nodes and core enterprise systems (SAP, Salesforce, PostgreSQL, Kafka) featuring automatic PII scrubbing.
Model-driven systems consistently yield tangible operational
gains within 90 days. Run a real-time scenario simulation
across your operational scale.
Your proprietary enterprise knowledge is your competitive fortress. Appsfruit builds systems where
your training vectors, prompts, and document embeddings never enter public model loops.
Deploy model weights and vector partitions inside your dedicated AWS, Azure, GCP, or on-premise hardware enclosures with zero exterior ingress.
Automated citation attribution scoring. Every single sentence synthesized is verified against ground-truth source vector records.
Automated citation attribution scoring. Every single sentence synthesized is verified against ground-truth source vector records.
Synchronized Okta and Active Directory privileges with cryptographically sealed query logging for regulatory compliance audits.
Real architectures engineered by Appsfruit delivering millions in measurable operational
value.
Constructed a HIPAA-compliant multimodal document ingestion pipeline parsing handwritten medical charts, prescriptions, and lab tests into EHR schemas.
Engineered temporal fusion forecasting models predicting SKU surge cycles across 18 regional distribution hubs, synchronizing live dispatch telemetry.
Deployed local Milvus vector clusters indexing 1.2M+ institutional cross-border finance agreements with deterministic semantic search and audit trails.
Your proprietary enterprise knowledge is your competitive fortress. Appsfruit builds systems where
your training vectors, prompts, and document embeddings never enter public model loops.
Everything you need to know about partnering with Appsfruit.
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INITIATE ARCHITECTURE ENGAGEMENT
Schedule a 30-minute architectural scoping session directly with an Appsfruit Principal AI Engineer. Bilateral NDA enforced prior to data discussion.
