Grant Applications
Turns science and technology grant applications into a verifiable evidence table. Dozens to hundreds of pages are read in seconds; every extracted value carries its page, source text and a dual-engine cross-check, and every finding traces back to the guideline. Nothing passes by default, and data stays on the internal network.

Latest insights
All articlesHong Kong and Hangzhou are funding SME AI adoption, but the real test is your use case
Hong Kong and Hangzhou have expanded AI subsidies for small firms, yet the bottleneck is not cash but a use case that survives a reimbursement review.
AI Model Watch · 26 September 2026Model Prices Are Falling Fast. Why Overseas AI Bills Are Not
Claude Opus 5.5 and GPT-6 cut API costs sharply in late September, yet most firms' AI spending has not fallen, because the expensive part is fitting models into daily work.
AI Daily Brief · 26 September 2026Anthropic's $11.6bn seven-year compute deal goes to Akamai
Anthropic has committed $11.6bn over seven years to Akamai for distributed CPU infrastructure, a signal that inference cost, not model scores, now decides who survives.
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