Rivac LabsDocument & Text Summarization Services
Long reports, research papers, contracts, and meeting transcripts pile up faster than any team can read them, and important details get missed simply because nobody had time to read to page forty. This service builds a summarization pipeline that combines extractive techniques (pulling the actual key sentences) with abstractive rewriting (condensing into new, readable prose), tuned to your document types and the level of detail your team actually needs. We calibrate it so summaries preserve the specifics that matter — numbers, dates, obligations — rather than producing generic filler that sounds smart but says nothing. It's built to run at whatever volume you throw at it, whether that's ten contracts a week or ten thousand support transcripts a day. The result: your team reads the two-hundred-word version and only opens the full document when it actually matters.
How We’d Approach This
A clear, staged plan — not a black box
- 1
Sample a representative set of your actual documents and interview the team that reads them today to learn which details a summary can never drop
- 2
Pilot extractive-plus-abstractive summarization on one document type, tuned against a hand-checked reference summary until accuracy holds
- 3
Review pilot summaries side-by-side with source documents with your team to catch any dropped detail or invented content before scaling
- 4
Harden the pipeline for your full document mix and volume, with configurable summary length, source citations, and a human review queue for edge cases
What You Get
Deliverables from this engagement
- Production summarization pipeline tuned to your document types
- Configurable summary lengths (one-line, paragraph, executive brief)
- Accuracy benchmark comparing pipeline output against hand-checked references
- API or dashboard integration so summaries land where your team already works
Six Ways We Could Architect This
Different engagement, different build — pick the shape that fits
There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.
Ready to get started?
Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.
Talk to us about Document & Text Summarization ServicesMost engagements like this start as a $500–$2,500 pilot — see full pricing.