OpenSAM / AliceLabs

Private assisted research pilot

A clearer shortlist.
A better starting point.

Find federal opportunity notices that match your search and company profile. Review the evidence with a human before deciding what deserves your time.

Discuss a research pilot

Opens a draft in your email app. Nothing is submitted automatically.

01 / Define

Start with your business.

Agree your NAICS, title keywords and research goal. We do not assume certifications or eligibility.

02 / Search

Make the match visible.

Search recent notice titles and inspect a transparent NAICS and keyword score. Each result links back to SAM.gov.

03 / Review

Keep judgment with people.

Use the shortlist for review of deadlines, requirements and fit. A score is not a recommendation to bid.

Know exactly what the pilot covers.

The current tool requests the first 25 notices posted in the last 30 days and displays active records from that page. It does not exhaust the market, read attachments or determine eligibility.

Matching adds 50 points for NAICS alignment and 10 per distinct capability phrase found in the title, up to 50. It does not estimate your probability of winning.

Review deliverables and pricing approach

Built for a scoped engagement.

We agree setup, review cadence, deliverable format, price and acceptance criteria before work begins. There is no self-service subscription, automated bidding or guaranteed award.

Repository libraries and the web application have separate license files. Technical teams can review the source before discussing implementation support.

Prepare a pilot inquiry