One question. Five AI models. One clear, grounded, trustworthy answer.
Every AI model has different strengths, blind spots, and knowledge cutoffs. Asking only one model means getting one perspective — often confidently wrong. SumQ queries all of them simultaneously, grounds every answer in live web data, learns from your history, and synthesises a consensus with a deterministic confidence score.
Claude
claude-sonnet-4-6
Writing · Synthesis · Reasoning
ChatGPT
gpt-4o
Analysis · Code · Structured output
Gemini
gemini-3.6-flash
Long context · Current events
Perplexity
sonar-pro
Built-in live search · Citations
Grok
grok-3
Real-time X/Twitter data
Every query is classified across 12 semantic categories — news, research, technical, strategic, financial, creative and more — then routed to the right search providers and models automatically.
Before querying any AI, SumQ searches the live web using Tavily, Serper, Brave and more in parallel. Every answer is grounded in current information, not stale training data.
SumQ learns from your query history — inferring your interests, expertise level, and preferred depth. Personal documents you upload are indexed and automatically injected as context when relevant.
All active models receive the grounded prompt simultaneously. Each brings distinct strengths: Grok adds real-time X data, Perplexity adds its own search layer, Claude leads synthesis.
Each model response is scored A–D before synthesis. Citations are verified against sources. Hallucination risk is flagged with specific claims. All deterministic — no AI guesswork.
A 6-signal formula computes confidence — semantic overlap (35%), source grounding (25%), query type (20%), consistency (10%), model count, and search mode. Claude synthesises into one authoritative cited answer.
Multiple sources, one story. SumQ clusters articles about the same event, removes duplicates, extracts facts, compares source framing, and produces one clear evidence-based summary. Evidence confidence rated HIGH / MODERATE / LIMITED.
Upload your CAS statement from CAMS or KFintech to import all your mutual funds at once. SumQ fetches live NAVs from AMFI, calculates P&L, and runs AI portfolio analysis across 5 models simultaneously.
Pick a niche and platform — SumQ generates a structured weekly trend report: rising/declining topics, hashtags, content opportunities, India-specific signals, and week-over-week diff.
Full SumQ pipeline accessible via WhatsApp. Set reminders in natural language, get answers on the go, type "portfolio" to get your P&L summary. Powered by Meta WhatsApp Cloud API.
Unlike other platforms that ask their model to self-report confidence, SumQ computes it from six measurable signals:
Vocabulary overlap between model responses
Number of live sources backing the answer
Factual vs opinion baseline
Similarity in response length and scope
+5 for 2 models, +10 for 3+
News −10, deep research +5
5 models · 5 search providers · deterministic scoring · WhatsApp Task Agent · Daily Brief
Response ranking A–D · citation verification · hallucination detection · query planner · cost estimation
Register as sole proprietor · Meta WhatsApp Business approval · dedicated phone number
Natural-language reminders · task management · daily news brief · conversation context · duplicate protection
User memory · RAG document search · Trend Intelligence · cross-device sync · citation graph
Cost routing R(m,q) = Cost × Latency × HallucinationRisk / Quality · Streaming SSE · Smart model routing · Self-learning EMA registry · Patent: 15 claims, 5 inventions
80+ Indian stocks · RSI/MACD/MA technicals · BULL/NEUTRAL/BEAR consensus · Reddit + Google Trends sentiment · NSE/BSE tickers
Gold & Silver · Technical + Macro + Prediction engines · TradeRiskScore · Entry/Stop/Target setup · Signal history
Story clustering · multi-source deduplication · FACT/CLAIM/OPINION classification · Perspective Check · 3-model analysis · Evidence confidence
CAS import (CAMS/KFintech) · AMFI live NAV · P&L calculation · 5-model AI analyst · broker connection architecture · AddInvestments flow
OAuth2 broker integration · Zerodha (pending multi-user approval) · Upstox · Angel One · Account Aggregator (SEBI AA framework) · encrypted token storage
n8n workflow automation · MCP connectors — Calendar · Gmail · Notion · WhatsApp action triggers
Multi-tenant deployment · AI governance · SumQ Knowledge Network · White-label
Founder · Product Builder · AI/ML Enthusiast · Bengaluru, India
Product management leader turned full-stack AI product builder. Building SumQ from zero — product strategy, architecture, UI/UX, and engineering — to make AI answers trustworthy at scale.
The goal: not to pick the best AI model, but to make all models check each other. One SumQ brain. Multiple interfaces.
Get in touch
Open to partnerships, enterprise pilots, investor conversations, and feedback.
sumq.in · Built in India 🇮🇳