Sign in

Matasoft

@matasoft.bsky.social
1.7K followers 9.7K following 2.6K posts

Fuzzy data matching, entity resolution, data science, data analytics

PostsRepliesMedia
Matasoft @matasoft.bsky.social · 4h
Why should I purchase AI-driven spreadsheet processing services? Use case No. 56: B2B sales target lists have messy corporate website links. We strip tracking tokens, isolate the core domain name, and classify the target company's primary industry: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 6h
Why should I purchase AI-driven spreadsheet processing services? Use case No. 55: Recruitment portals export applicant profiles with unformatted certification blurbs. We extract credential acronyms (PMP, AWS, CISSP) into clean binary qualification columns: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 6h
Why should I purchase AI-driven spreadsheet processing services? Use case No. 45: Pharmaceutical warehouse inventory lists active drug ingredients under trade names. We map all brand names to official International Nonproprietary Names (INN): matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 15h
Why should I purchase AI-driven spreadsheet processing services? Use case No. 44: You have thousands of municipal property tax assessment records with mixed parcel legal text. We extract lot, block, and subdivision names into clean asset tables: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 10/10/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 41: You manage an apparel brand with 15,000 garment descriptions missing fabric blend percentages. We parse raw bullet points to split cotton, poly, and elastane percentages: matasoft.hr/QTrendContro...
000
Reposted by Matasoft
Atanga Phillip @phillip0909.eurosky.social · 10/10/2026
🌏🌍🌎🌐🖖❤️💯💯💯 mistral.ai/news/mistral...
mistral.ai
Introducing Mistral Large 4 | Mistral
The most powerful AI platform for enterprises. Customize, fine-tune, and deploy AI assistants, autonomous agents, and multimodal AI with open models.
042
Reposted by Matasoft
AI Founders ONLINE @aifoundersczech.bsky.social · 10/10/2026
Reflection and Mistral both pitched a Western open-weight alternative to Qwen, GLM and Kimi this week. You can't download either yet, and one license is still a blank. What a small team should do before October ends:
aifounders.cz
Two Western Labs Promised You a Non-Chinese Open Model. Neither Has Shipped the Weights. - AI Founde
Within 48 hours, Reflection's Beam and Mistral Large 4 arrived pitched as Western open-weight alternatives to Qwen, GLM and Kimi. Both weights are promised for later in October, Mistral's license is still unpublished, and Chinese models still lead the independent leaderboard. If you kept Chinese mod
011
Reposted by Matasoft
AI Founders ONLINE @aifoundersczech.bsky.social · 10/10/2026
Ecosia is dropping Mistral, and its CEO says it's about cheaper, more energy-efficient open models, not China. A values-driven European firm leaving Europe's flagship model vendor on cost, not sovereignty. Those are now two separate buying criteria.
eu-startups.com
EXCLUSIVE: Ecosia founder clarifies move away from Mistral - It’s about open models, not China | EU-
Ecosia’s decision to drop French AI provider Mistral is not a move towards Chinese technology, but rather a shift towards more affordable,
011
Reposted by Matasoft
Lee Blum @leeblum.wsocial.eu · 10/10/2026
European models understand European languages. For my research, Qwen 30B struggled with simple French: “mil huit cent quatre-vingt-quatorze” (1894) became 1884, and “mil neuf cent trois” (1903) became 1893. I switched to #Mistral 24B. French just works. #DigitalSovereignty matters in AI.
1122
Reposted by Matasoft
olhapi.com @olhapi.com · 10/10/2026
Small-to-Medium language models you can run on your laptop — fully offline Five 7B–13B language models that run offline on a laptop: Qwen2.5, Gemma 2, Mistral 7B, Xwin-LM and DeepSeek-R1 Distill, with sizes, hardware and licenses. #ai #llm
olhapi.com
Small-to-Medium language models you can run on your laptop — fully offline
Five 7B–13B language models that run offline on a laptop: Qwen2.5, Gemma 2, Mistral 7B, Xwin-LM and DeepSeek-R1 Distill, with sizes, hardware and licenses.
011
Reposted by Matasoft
𝕰𝖚𝖗𝖔𝕾𝖆𝖛𝖆𝖓𝖙 @eurosavant.bsky.social · 10/10/2026
Don't count out the French! LLM builder #Mistral just released new model #MistralLarge4, open-weight, general purpose; Company now emphasizes its "Sovereign AI" advantage i.e. you're not reliant on China/US sources www.lesechos.fr/idees-debats...
121
Reposted by Matasoft
initiumstrategies.bsky.social @initiumstrategies.bsky.social · 10/10/2026
Google releases SynthID Detector, OpenAI dumps 700+ math proofs, Mistral drops Large 4 ("le Chonk"), and Anthropic bans model abuse. Catch all 5 major AI updates in this week’s dAIgest: www.initiumstrategies.com/stories/week...
initiumstrategies.com
Weekly dAigest 5: SynthID Detector becomes public, OpenAI shakes math world and Mistral lauches la Chonk (ML4) | Stories | Blog | Initium
Get the latest AI news: Google SynthID Detector, OpenAI math proof dump, Mistral Large 4 preview, and Anthropic's new model abuse policy.
011
Matasoft @matasoft.bsky.social · 10/10/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 39: Your hotel chain received 30,000 TripAdvisor reviews in varying languages. Outsource the heavy lifting: we deliver sentiment scores and specific facility complaint tags: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 10/10/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 37: Your construction firm has thousands of subcontractor daily logs in prose. We isolate weather delays, crew counts, and equipment downtime into structured project ledgers: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 09/10/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 35: You need to clean a raw export of 80,000 international business addresses with missing city columns. We parse, correct, and validate postal codes and cities at scale: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 08/10/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 33: Your HR team has 3,000 employee exit interview logs stored as raw text. We categorize the core resignation reasons into compensation, leadership, and culture metrics: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 08/10/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 31: Customer return notes are filled with typos and emotional essays. We transform thousands of return complaints into standardized defect codes for supplier chargebacks: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 07/10/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 30: Academic grant databases contain dense project proposals. We parse thousands of abstracts to pull primary research methodologies, target groups, and funding durations: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 05/10/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 29: You acquired an industrial manufacturer whose parts catalog mixes metric and imperial thread sizes. We audit and convert every fastener and dimension into unified metric columns: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 05/10/2026
Why should I use spreadsheet AI formula? Use case No. 194: Manufacturing inventory tables track metal raw stock finishes. An AI formula standardizes surface descriptions into Anodized, Mill Finish, Powder Coated, or Brushed: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 05/10/2026
Why should I use spreadsheet AI formula? Use case No. 192: IT software asset sheets list user-entered program names. An AI formula consolidates variations like "Photoshop 2024", "Adobe PS", and "Photoshop CC" into single license assets: matasoft.hr/QTrendContro...
020
Matasoft @matasoft.bsky.social · 04/10/2026
Why should I use spreadsheet AI formula? Use case No. 190: Educational registrar tables hold transfer student course titles. An AI formula maps external university course descriptions to equivalent internal degree requirements: matasoft.hr/QTrendContro...
020
Matasoft @matasoft.bsky.social · 04/10/2026
Why should I use spreadsheet AI formula? Use case No. 168: Legal compliance tables hold employee whistleblowing summaries. An AI formula categorizes incident types (Accounting Fraud, Harassment, Safety Violation) for board reviews: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 04/10/2026
Why should I use spreadsheet AI formula? Use case No. 139: Manufacturing line logs track shift supervisor handover remarks. An AI formula summarizes operational bottlenecks and parts shortages for morning executive briefings: matasoft.hr/QTrendContro...
020
Matasoft @matasoft.bsky.social · 04/10/2026
Why should I use spreadsheet AI formula? Use case No. 138: Medical research tables describe clinical inclusion criteria in dense paragraphs. An AI formula pulls out Minimum Age, Maximum Age, and Required Gender parameters: matasoft.hr/QTrendContro...
020
Matasoft @matasoft.bsky.social · 04/10/2026
Why should I use spreadsheet AI formula? Use case No. 136: Customer survey sheets capture user location in informal text ("near downtown Austin"). An AI formula maps vague descriptions to clean Metro Statistical Area identifiers: matasoft.hr/QTrendContro...
000
Reposted by Matasoft
OpenAlternative @openalternative.co · 01/10/2026
60,000 stars on GitHub for LiteLLM. It sits in front of 100+ LLMs as one proxy, speaks the OpenAI API everywhere, and handles the stuff you don't want to build yourself: virtual keys, budgets, rate limits, automatic fallbacks. openalternative.co/litellm
openalternative.co
LiteLLM: Open Source Alternative to OpenRouter, Cloudflare AI Gateway and Eden AI
Acts as a unified proxy across 100+ LLMs, normalizing them to the OpenAI format while handling virtual keys, budgets, rate limits, fallbacks, and cost tracking.
061
Matasoft @matasoft.bsky.social · 28/09/2026
Why should I use spreadsheet AI formula? Use case No. 134: Procurement spreadsheets contain vendor warranties written in legal terms. An AI formula isolates the Warranty Duration in months and extracts Parts vs. Labor coverage limits: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 28/09/2026
Why should I use spreadsheet AI formula? Use case No. 131: Commercial property spreadsheets track fire safety inspection notes. An AI formula isolates deficiencies like "Blocked Exit" or "Extinguisher Expired" into action item trackers: matasoft.hr/QTrendContro...
001
Matasoft @matasoft.bsky.social · 28/09/2026
Why should I use spreadsheet AI formula? Use case No. 130: University alumni lists track job changes from social media exports. An AI formula tags whether an alumnus was recently promoted to an Executive or C-Suite position: matasoft.hr/QTrendContro...
matasoft.hr
Try (Un)Perplexed Spready for Free: AI Spreadsheets Without Barriers
Try (Un)Perplexed Spready v1.3.0 for free -- 500 AI spreadsheet calculations per day, no license required. Use your own local Ollama model (=ASK_LOCAL) or our hosted AI server with zero setup (=ASK_REMOTE). Web search, data enrichment, and more, all built into your spreadsheet.
000
Matasoft @matasoft.bsky.social · 28/09/2026
Why should I use spreadsheet AI formula? Use case No. 129: Shipping container tracking sheets list load condition remarks. An AI formula checks whether inspection notes indicate water ingress, broken seals, or odor contamination: matasoft.hr/QTrendContro...
020
Matasoft @matasoft.bsky.social · 28/09/2026
Why should I use spreadsheet AI formula? Use case No. 128: Sales call logs hold prospect objection notes. An AI formula categorizes objections into "Too Expensive", "Using Competitor", "Missing Feature", or "Bad Timing": matasoft.hr/QTrendContro...
010
Matasoft @matasoft.bsky.social · 27/09/2026
Why should I use spreadsheet AI formula? Use case No. 124: E-commerce supplier feeds list item dimensions with inconsistent units. An AI formula converts mixed inch and centimeter dimensions into uniform cubic volume measurements: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 27/09/2026
Why should I use spreadsheet AI formula? Use case No. 123: Social media comment logs contain product complaints. An AI formula detects whether a commenter is asking for an immediate refund, warranty claim, or tech troubleshooting: matasoft.hr/QTrendContro...
010
Matasoft @matasoft.bsky.social · 27/09/2026
Why should I use spreadsheet AI formula? Use case No. 123: Social media comment logs contain product complaints. An AI formula detects whether a commenter is asking for an immediate refund, warranty claim, or tech troubleshooting: matasoft.hr/QTrendContro...
020
Matasoft @matasoft.bsky.social · 27/09/2026
Why should I use spreadsheet AI formula? Use case No. 112: Supplier parts lists contain inconsistent thread pitch and fastener sizes. An AI formula standardizes mixed metric (M6x1.0) and standard imperial (1/4-20) hardware specs: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 27/09/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 25: Sales reps dumped years of informal meeting notes into CRM fields. We process the entire history to extract verified decision makers, budget notes, and competitor mentions: matasoft.hr/QTrendContro...
020
Matasoft @matasoft.bsky.social · 27/09/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 24: Unstructured shipping container manifests contain mixed languages and commodity names. We standardize all cargo descriptions and map them to official 6-digit HS codes: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 27/09/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 23: Your research lab collected open-ended interview responses from 1,200 participants. We code and categorize key thematic patterns into clean statistical dummy variables: matasoft.hr/QTrendContro...
000
Matasoft @matasoft.bsky.social · 27/09/2026
Why should I use spreadsheet AI formula? Use case No. 108: Insurance underwriting sheets list historical commercial losses in sentences. An AI formula extracts Year of Loss, Total Payout Amount, and Loss Type (Fire, Flood, Theft): matasoft.hr/QTrendContro...
010
Matasoft @matasoft.bsky.social · 27/09/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 22: Annual vendor reviews require reading thousands of performance review comments. We extract quality ratings, punctuality flags, and contract risk indicators into clean scorecards: matasoft.hr/QTrendContro...
matasoft.hr
AI-driven Spreadsheet Processing Services
Streamline your spreadsheet workflows with AI-powered data processing services. Using (Un)Perplexed Spready and advanced LLM models with web search capability, we specialize in data research, data entry, data extraction and data categorization with unmatched speed and accuracy. Perfect for businesses seeking efficiency and precision.
010
Matasoft @matasoft.bsky.social · 26/09/2026
Why should I purchase AI-driven spreadsheet processing services? Use case No. 21: Your e-commerce store is migrating to a new platform with strict category taxonomy. Outsource the manual re-tagging of 40,000 product rows into structured nested categories: matasoft.hr/QTrendContro...
matasoft.hr
AI-driven Spreadsheet Processing Services
Streamline your spreadsheet workflows with AI-powered data processing services. Using (Un)Perplexed Spready and advanced LLM models with web search capability, we specialize in data research, data entry, data extraction and data categorization with unmatched speed and accuracy. Perfect for businesses seeking efficiency and precision.
120
Matasoft @matasoft.bsky.social · 26/09/2026
Why should I use spreadsheet AI formula? Use case No. 106: Manufacturing procurement tables record supplier lead time estimates in prose. An AI formula converts descriptions like "about 3-4 business weeks" into a concrete numeric lead time in days: matasoft.hr/QTrendContro...
matasoft.hr
Try (Un)Perplexed Spready for Free: AI Spreadsheets Without Barriers
Try (Un)Perplexed Spready v1.3.0 for free -- 500 AI spreadsheet calculations per day, no license required. Use your own local Ollama model (=ASK_LOCAL) or our hosted AI server with zero setup (=ASK_RE...
020
Matasoft @matasoft.bsky.social · 26/09/2026
Why should I use spreadsheet AI formula? Use case No. 103: Medical laboratory inventory lists reagents under various chemical formula and trivial compound name strings. An AI formula standardizes trade names into universal IUPAC chemical nomenclature: matasoft.hr/QTrendContro...
matasoft.hr
Try (Un)Perplexed Spready for Free: AI Spreadsheets Without Barriers
Try (Un)Perplexed Spready v1.3.0 for free -- 500 AI spreadsheet calculations per day, no license required. Use your own local Ollama model (=ASK_LOCAL) or our hosted AI server with zero setup (=ASK_RE...
020
Matasoft @matasoft.bsky.social · 26/09/2026
Why should I use spreadsheet AI formula? Use case No. 102: Commercial fleet mileage logs record trip reasons in unstructured notes. An AI formula categorizes trips into "Client Visit", "Parts Delivery", or "Personal Commute" for tax compliance: matasoft.hr/QTrendContro...
020
Matasoft @matasoft.bsky.social · 26/09/2026
Why should I use spreadsheet AI formula? Use case No. 101: Employee performance reviews contain long manager feedback sections. An AI formula extracts core strengths and key development areas into bulleted summary columns: matasoft.hr/QTrendContro...
matasoft.hr
Try (Un)Perplexed Spready for Free: AI Spreadsheets Without Barriers
Try (Un)Perplexed Spready v1.3.0 for free -- 500 AI spreadsheet calculations per day, no license required. Use your own local Ollama model (=ASK_LOCAL) or our hosted AI server with zero setup (=ASK_RE...
011
Matasoft @matasoft.bsky.social · 25/09/2026
Why should I use spreadsheet AI formula? Use case No. 99: E-commerce fashion spreadsheets list garment care instructions in long blurbs. An AI formula parses text to output clean columns: Machine Washable (Y/N), Dry Clean Only (Y/N): matasoft.hr/QTrendContro...
matasoft.hr
Try (Un)Perplexed Spready for Free: AI Spreadsheets Without Barriers
Try (Un)Perplexed Spready v1.3.0 for free -- 500 AI spreadsheet calculations per day, no license required. Use your own local Ollama model (=ASK_LOCAL) or our hosted AI server with zero setup (=ASK_RE...
020
Matasoft @matasoft.bsky.social · 24/09/2026
Why should I use spreadsheet AI formula? Use case No. 98: Customer cancellation surveys ask for the reason for leaving. An AI formula identifies whether price increases, competitor promotions, or poor reliability caused the churn: matasoft.hr/QTrendContro...
020
Matasoft @matasoft.bsky.social · 23/09/2026
Why should I use spreadsheet AI formula? Use case No. 96: Alumni directories have open text describing current career paths. An AI formula standardizes career notes into high-level NAICS industry sectors to track university employment stats: matasoft.hr/QTrendContro...
020
Matasoft @matasoft.bsky.social · 23/09/2026
Why should I use spreadsheet AI formula? Use case No. 95: Accounting balance sheets from acquired businesses have custom chart-of-accounts descriptions. An AI formula maps deprecated account titles to standard general ledger codes: matasoft.hr/QTrendContro...
000