The Learn workflow

Every program you finish should make the next program easier.

Learn is where Summit closes the loop. Completed programs don't disappear into a shared drive — they become a searchable record of what actually happened: the pivots, the gotchas, the emergent relationships, and the success factors. The next program starts informed.

Knowledge Base

Search lessons by what your next molecule actually looks like.

The Knowledge Base lets a CMC team filter the entire archive by format, target, process, and strategy attributes — and surface only the lessons, pivots, and emergent relationships that come from comparable programs. Generic best-practice gives way to precedent that actually fits.

  • Tag-based search across format, target, process, and strategy dimensions
  • Results grouped by program with traceable links back to the source
  • Similarity scoring highlights the closest precedents to a new program
  • Lessons, pivots, gotchas, and emergent relationships in one corpus
Knowledge Base · tag search
Format
masked-antibodybispecificadcfusion-protein
Target
tumor-associatedfirst-in-classimmuno-oncology
Process
non-platform-lyohigh-ionic-formulationaex-purification
4 matching records · Program A
LESSONProgram A
Parallel forced-degradation arm caught a hidden charge variant

Running a 2-week stressed-stability arm alongside DoE flagged a deamidation hotspot before tox material was committed — avoided a re-make.

PIVOTProgram A
Moved from platform buffer to a higher-ionic formulation at 200L

Viscosity drifted out of spec during UF/DF at scale. A non-platform buffer swap restored filterability without reopening the cell line.

GOTCHAProgram A
Standard lyo cycle collapsed the cake around the masking domain

Platform primary-drying assumptions didn't survive the new construct. Bespoke cycle development added ~6 weeks — now a default check at candidate selection.

EMERGENTProgram A
AEX retention drift predicted potency loss two weeks ahead

A subtle retention-time shift on AEX correlated with downstream potency decline before any release assay flagged it. Promoted to a platform early-warning indicator.

Completed program record
Program A· Masked antibodyPhase 1
IND
2023-Q2
Successes
7
Pivots
3
Program B· BispecificPhase 2
IND
2022-Q4
Successes
11
Pivots
2
Program C· Fc fusionIND
IND
2024-Q1
Successes
5
Pivots
1

Each entry opens a full Summary Book — control strategy, risk evolution, milestones, team, and the pivots that mattered.

Completed Programs

A historical record that's actually browsable — not a folder no one opens.

Every completed program is preserved as a structured record: final phase, IND date, success factors, non-platform pivots, the molecule, and the product. Filter by phase reached or by IND, then drop into a Summary Book that reads like the program's biography — not its archive.

  • Filter by final phase reached, or by IND-only programs
  • Success factor count and non-platform pivot count at a glance
  • Summary Book consolidates QTPP, CPPs, risks, milestones, and team
  • Molecule and product lineage preserved alongside the program
Resource availability · quick check
Program
New program · Bispecific · Phase 1
Timeline source
Template timelineFrom Program A (reality-factored)
Resource loading · Q3 2025
CMC Team85%
Analytical110%
Manufacturing60%
Analytical capacity exceeded by 10%

Consider shifting DS characterization to Q4 or adding 0.5 FTE.

Resource Check

Check resource availability before you commit.

Before a new program starts, Summit runs a quick resource-availability check against either a template timeline or a timeline derived from a current or past program — with reality factored in. See where teams, equipment, and budget will be stretched before the plan is approved.

  • Compare against template timelines tuned to your organization's standards
  • Derive timelines from comparable past or in-flight programs for grounded estimates
  • Reality factored in: actual durations, not optimistic targets
  • Instant visibility into resource conflicts and bottlenecks

What gets captured

The four record types that make Learn worth searching.

Lessons

Structured takeaways tagged to the program characteristics that produced them — so they're findable next time.

Pivots

Non-platform decisions and process deviations, with root cause, resolution, and impact preserved.

Gotchas

The things that surprised the team — captured at the moment they were felt, not reconstructed later.

Emergent relationships

Mechanism and transferable-lesson pairs that became platform implications for future programs.

Don't start the next program from scratch.

See how Learn would surface relevant precedents for one of your in-flight programs in a 30-minute working session.