📊 Stop wrestling CSVs. Set column rules, clean and dedupe, enrich from one reference table, then ask real questions in place. ✅ Cleaner data, faster answers, less copy paste. DM for the spreadsheet co pilot starter pack. #DataOps #Productivity #AIWorkflow

🎬 Turn 60 minutes into chapters and actions. Transcript with speakers → chapter headings with timestamps → decisions and risks → action items with owners → shareable cards. ⚡️ Faster replays, higher follow through. DM for the template. #VideoSummary #AIWorkflow

🎧→📩 Turn calls into actions. Transcribe with speakers, extract intent and tags, draft summary and macro, push to help desk for 1 click review. ⚡️ Faster RTA, consistent fixes, better insights. DM for the blueprint. #SupportOps #AIWorkflow

🧰🖼️ Some answers live in pictures. Add multimodal search: captions and tags for every image, embed images and text, retrieve from both, re rank to one answer card. 🎯 Faster ID, fewer mismatches. DM for the plug in recipe. #Multimodal #Search #AIWorkflow

🧭 Take control of retrieval. Clean text, embed title and body separately, normalise, version your vectors, re embed on change. 🎯 Cleaner hits, stable relevance, faster debugging. DM for the hygiene + versioning kit. #Embeddings #Search #RAG

💰⚖️ Cut costs without killing quality. Trim context, route easy tasks to a small model, cache hot queries, cap gen tokens. 📈 Track cost per answer next to CTR and edit rate. DM for the cost control kit. #AIWorkflow #CostOptimization #RAG

⚡️ Speed is a feature. Set an SLA, run lexical + vector in parallel, cache hot queries, re-rank a tiny K, add timeouts with fallback, cap gen tokens. 🎯 Faster first bite, higher CTR, fewer dropouts. DM for the latency budget template. #AIWorkflow #Search #RAG

📉 Drift happens. Keep a frozen gold set, run it nightly, watch CTR, first relevant click and top-k precision. When a metric dips, run the fix plays: re-embed, tighten prompt, adjust retrieval. ✅ Stable floor, faster recovery. DM for the drift pack. #AIWorkflow #Evaluation

🧪 Cleaner candidates win. Add 𝐭𝐢𝐦𝐞, 𝐬𝐨𝐮𝐫𝐜𝐞, 𝐭𝐚𝐠𝐬 to your index, hard filter by freshness, softly boost trusted docs and product or region tags. 🎯 Higher CTR, fewer stale answers. DM for the minimal schema + UI chips. #Search #RAG #AIWorkflow

🧭 Clean intent wins. Normalise the query, add synonyms, tag intent, then retrieve with both the original and cleaned text. 🎯 Fewer zero results, higher CTR, smarter filters. DM for a drop in query understanding layer. #Search #AIWorkflow #RAG

🔧 Turn answers into actions. Define one clean tool with a strict JSON schema. Teach “ask → call → summarise”. Log everything. ⚡️ Less switching, fewer errors, faster delivery. DM for the starter pack. #AIWorkflow #FunctionCalling #Automation

♻️ Repurpose smarter. Take one master draft, tag idea + proof + case + CTA, then generate LinkedIn, X and newsletter variants with voice rules. ⏱️ Faster, consistent, on brand. DM for the prompt pack. #ContentOps #AIWorkflow

🧪 Make your model speak your domain. Start small: instruction tuned base + LoRA adapters + 300 to 1000 clean Q and A pairs + blind evals. 🎯 Higher accuracy, consistent tone, lower cost. DM for a dataset template and training notebook. #LLM #FineTuning #MLOps

🎨 From prompt to 𝐒𝐕𝐆. Lock palette and stroke rules, generate a minimal icon set, export as SVG, tidy anchors, build a shared symbol library. ⚡️ Fast, consistent, razor sharp at any size. DM for the prompt pack + starter kit. #BrandDesign #VectorGraphics

📚→🤖 Turn docs into answers. Ingest PDFs to clean text, chunk by meaning, embed, then retrieve with filters. 🎯 Answers cite sources, users stop digging in folders. DM for the ready to run RAG template. #AIWorkflow #RAG #KnowledgeBase

📚 Your KB can do better. Run 𝐥𝐞𝐱𝐢𝐜𝐚𝐥 + 𝐯𝐞𝐜𝐭𝐨𝐫 in parallel, merge with 𝐑𝐑𝐅, dedupe, re-rank. 🎯 Catches paraphrases and exact terms. DM for the quick-start recipe. #EnterpriseAI #Search

🧠 OpenAI o3 is edging out Claude on logic benchmarks ✅o3-mini high 𝟕𝟕.𝟎 % v Claude 3.5 Sonnet 𝟓𝟗.𝟒 % ✅AIME 2024/2025: o-series posts new highs ✅Arena Elo: o3-mini ≈ 𝟏𝟑𝟏𝟖, Claude 3.7 Sonnet ≈ 𝟏𝟑𝟏𝟔 What would you ship with o3 first? #OpenAI #o3 #Benchmark

🔍 Pinecone adds hybrid search 🧠 + 📝 ✅ Semantic context + keyword precision ✅ One index, no merging 🌍 ✅ Tune balance with alpha 🎚️ ⚡ Perfect for legal, medical, support, and product discovery. 👉 Where would you use it first? #Pinecone #HybridSearch #SemanticSearch

🏢 Databricks launches DBRX 🤖 ✅ Beats GPT-3.5 on many tasks ⚡ ✅ 132B params MoE (36B active) 🧠 ✅ Open weights on GitHub 🔓 ✅ Enterprise-ready + customisable ⚡ Open-source LLMs are now enterprise grade. 👉 What would you build with DBRX first? #Databricks #DBRX

✍️ Canva integrates Magic Write AI into enterprise 🏢✨ ✅ Bulk content ⚡ ✅ Auto-translation 🌍 ✅ Brand consistency 🖋️ ✅ Works in Docs, Decks, Sheets 📑 ⚡ Canva is no longer just design. 👉 What would you generate first? #Canva #MagicWrite #EnterpriseAI #GenerativeAI