Glean
Glean is an enterprise AI/work AI platform that lets employees search across company systems, ask natural-language questions, generate content, and automate tasks, serving enterprises that need secure internal knowledge access, productivity tools, and AI-driven workflow automation.
28 live briefs
Activate second business units after security review
A technically sound evaluation is failing to become an organization-wide conversation. Recovering that handoff can improve evaluation progression within the quarter
Lift qualified evaluations from connector-coverage pages
Interest in connected systems is arriving, but it is not becoming evaluable demand. A clearer decision path can recover value from traffic already being paid for
Validate enterprise distributed-workforce evaluation demand
A growing audience may represent a durable segment or a temporary mix of unrelated research behavior. The right learning agenda determines whether future investment has a real foundation
Maximize post-event qualified evaluation bookings
One locked experience will shape executive meetings and post-event follow-up. A weak choice wastes a high-cost moment; a strong one can materially improve qualified evaluations
Secure graph-pipeline cutover validation evidence
The migration is committed and difficult to unwind. The program must turn disputed evidence into a decision-ready cutover record before the infrastructure window closes
Accelerate incremental indexing freshness before expansion
A fixed expansion date is approaching while newly changed knowledge remains unavailable too long. Restoring a predictable freshness rhythm protects search trust at launch
Align connector launches for validated readiness
Connector commitments are valuable only when they arrive with the security and operational prerequisites customers expect. A shared readiness path can turn a volatile plan into predictable coverage
Frame multi-source search abandonment hypothesis
The signal is real, but its cause is contested. Choosing the right learning path avoids organizing a program around a convenient explanation rather than a useful outcome
Prioritize multilingual retrieval quality measurement
The evidence supports several explanations for uneven multilingual success. A reversible experiment must reveal the right optimization target before resources harden around the wrong one
Improve acronym-heavy search click-through
Known-item searches are turning into repeated reformulations. A focused model correction can restore fast access without broadening retrieval indiscriminately
Deduplicate operational-answer evidence while preserving updates
Redundant context slows answers and hides distinct updates. The work must improve evidence selection without treating legitimate corroboration as noise
Migrate permission-aware embeddings before provider retirement
The provider deadline is fixed, while the migration cannot be cheaply reversed. The chosen model must prove relevance, access-aware behavior, and operational viability before the index changes
Enforce legal holds across all retrieval surfaces
A production migration depends on proving that preserved content remains available only through approved paths. A false negative or false positive carries material consequences
Correct locale-aware ServiceNow knowledge result ranking
Employees are finding relevant knowledge but cannot use it quickly in their working language. The repair must respect varied source configurations
Repair Slack thread-reply retrieval with parent context
Thread-level decisions are being missed even when employees search with the exact wording. A targeted repair can restore confidence quickly
Prototype graph signals for unresolved expertise searches
Several relationship signals look promising, but pursuing the wrong one could create elaborate retrieval without a meaningful user outcome
Clarify conflicting service-owner search results
Faster routing can shorten operational disruption. Incorrect ownership can create a new escalation path
Gate embedded support answers for portal launch
A fixed launch creates pressure to broaden access. A poorly bounded answer can create real downstream service and policy costs
Measure decision-context recovery for priority workflows
The wrong framing creates another feature for a vague problem. The right one can reduce repeated organizational rediscovery
Prioritize current authoritative HR policy results
A clear result can prevent an avoidable policy mistake. A misleading first click creates another support loop
Increase verified policy-answer completion without unsafe reliance
Employees are finding information but still cannot confidently act on it. Better completion reduces repeat searching and service demand without obscuring source accountability
Establish renewal value thesis with accountable sponsorship
Healthy adoption alone will not settle the value conversation. A well-chosen learning path can turn fragmented evidence into a credible outcome story
Secure benefits cutover readiness for enrollment self-service
The customer has one enrollment window and little tolerance for avoidable confusion. A verified readiness plan can protect employees and prevent thousands of support contacts
Rebuild browser extension installation before launch fades
A visible launch signal is masking a basic access habit gap. Recovering it puts knowledge retrieval into the moment employees need it
Finalize tripartite global rollout agreement before procurement deadline
A 35,000-employee rollout depends on terms that all three parties can sign and operate. A weak commitment creates risk long after the commercial win
Reengage bank evaluation through identity-mapping verification
A qualified opportunity is paused at the handoff from technical interest to commercial evaluation. A credible path restores the buyer’s confidence and meeting cadence
Establish strategic alliance proposition evidence criteria
Several partner narratives look attractive, but only one can become a focused, learnable joint motion. Choosing poorly wastes scarce attention; testing well creates an evidence-backed path
Activate partner co-sell pipeline qualification
Without a working co-sell path, partner enthusiasm remains informal and customers receive disconnected outreach. A clear motion can produce qualified opportunities this quarter