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AI, Automation & Data — RedMinds
We design practical AI that ships—assistants, automation, and analytics that improve speed and decision-making. Engagements cover discovery, data readiness, model selection (cost/perf), and secure integration with your stack. We implement RAG chatbots, document AI, workflow automation, dashboards, and predictive models with guardrails. Monitoring, evaluations, and SLAs keep your solutions reliable, compliant, and easy to maintain.
Assistants & AI Applications — Chatbots, RAG, Agents
We build AI chatbot development and RAG assistants that answer from your private knowledge base.
Solutions embed safely in web/mobile, CRMs, help centers, and internal tools with analytics and feedback loops.
We design prompts, memory, and tool use with guardrails, rate limits, and cost controls.
Evaluation frameworks measure quality so you can improve with evidence, not guesswork.
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AI Chatbot Development & Assistants
Custom chat for support, lead gen, and internal help with secure hand-offs.
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RAG Knowledge-Base Chatbots (Private Docs)
Ground LLMs on your PDFs, URLs, and databases using robust retrieval.
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AI Copilots for Web & Internal Tools
Context-aware copilots that draft, summarize, and execute tasks safely.
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Prompt Engineering & System Design
Reliable prompts, tools, and memory with cost/latency trade-offs.
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Guardrails, Moderation & Safety
Content filters, policy checks, redaction, and audit trails by design.
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AI Evaluation & Monitoring
Golden sets, A/B tests, telemetry, and regression alerts for quality.
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Multilingual AI Assistants
Global support with translation, locale rules, and script handling.
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Conversational Forms & Lead Capture
Smart intake flows that qualify leads and push to your CRM.
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OpenAPI/SDK Integration for AI in Apps
Ship AI features via stable APIs, SDKs, and auth gateways.
Document, Vision & Automation — OCR, RPA, Pipelines
We implement OCR/document processing, computer vision, and workflow automation that remove manual work.
Pipelines validate fields, normalize data, and export to CRMs/ERPs with auditability.
Webhooks and queue-based processing add reliability under peak load.
Human-in-the-loop checkpoints improve accuracy for critical decisions.
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OCR & Document Data Extraction
Parse invoices, KYC, lab reports—validated and export-ready.
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Intelligent Document Processing (IDP)
Template-free extraction with rules, confidence, and exceptions.
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Image Processing Pipelines
Resize, OCR, background removal, QC, and storage lifecycle.
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Computer Vision (Detection & Classification)
Detect objects, defects, and scenes for automated decisions.
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RPA & Workflow Automation
Bots and orchestrations that sync systems and approvals.
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Webhook Processing & Integrations
Reliable queues, retries, signatures, and idempotency.
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Notification Services (Email/SMS/Push)
Templates, consent, deliverability, error handling, logs.
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Human-in-the-Loop Review
Queues, thresholds, and reviewer UX for critical cases.
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Document Search & Semantic Indexing
Vector search over PDFs, pages, and records with RBAC.
Data & Analytics — Dashboards, Predictive, DataOps
We build dashboards & BI for KPIs, funnels, cohorts, and decision snapshots.
Predictive analytics and recommendation systems surface demand, churn, and next-best actions.
Data engineering covers cleaning, warehousing, and ETL/DataOps with tests and lineage.
NLP and speech solutions unlock text, tickets, calls, and multilingual content.
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Data Dashboards & Business Intelligence
GA4/warehouse-backed views for execs, ops, and growth.
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Predictive Analytics & Forecasting
Demand, churn, risk scores, and scenario planning.
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Recommendation Engines
Personalized rankings, bundles, and related items.
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NLP & Text Processing
Classify, summarize, extract entities, and semantic search.
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Speech-to-Text & Text-to-Speech
Call analytics, captions, IVR, and multilingual TTS.
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Data Cleaning & Normalization
Dedupe, enrich, standardize, and validate at scale.
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Data Warehouse Modeling
Star/snowflake models, SCDs, and governance.
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ETL Pipelines & DataOps
Reliable ingestion, tests, lineage, and orchestration.
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Model Hosting & Monitoring
Serving, canaries, drift checks, and cost controls.